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Adriano MANCINI

Pubblicazioni

Adriano MANCINI

 

162 pubblicazioni classificate nel seguente modo:

Nr. doc. Classificazioni
95 4 Contributo in Atti di Convegno (Proceeding)
38 1 Contributo su Rivista
26 2 Contributo in Volume
2 3 Libro
1 8 Tesi di dottorato
Anno Risorsa
2020 Deep understanding of shopper behaviours and interactions using RGB-D vision
MACHINE VISION AND APPLICATIONS
Autore/i: Paolanti, Marina; Pietrini, Rocco; Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/284038 Collegamento a IRIS

2020 A Decision Support System for Diabetes Chronic Care Models based on General Practitioner engagement and EHR data sharing
IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE
Autore/i: Frontoni, Emanuele; Romeo, Luca; Bernardini, Michele; Moccia, Sara; Migliorelli, Lucia; Paolanti, Marina; Ferri, Alessandro; Misericordia, Paolo; Mancini, Adriano; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/284443 Collegamento a IRIS

2019 Sharing health data among general practitioners: The Nu.Sa. project
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Baldi, Marco; Paolanti, Marina; Moccia, Sara; Zingaretti, Primo; Landro, Vincenzo; Misericordia, Paolo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/266851 Collegamento a IRIS

2019 Robotic retail surveying by deep learning visual and textual data
ROBOTICS AND AUTONOMOUS SYSTEMS
Autore/i: Paolanti, M.; Romeo, L.; Martini, M.; Mancini, A.; Frontoni, E.; Zingaretti, P.
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271293 Collegamento a IRIS

2019 Challenges of multi/hyper spectral images in precision agriculture applications
IOP Conference Series: Earth and Environmental Science
Autore/i: Mancini, A.; Frontoni, E.; Zingaretti, P.
Editore: Institute of Physics Publishing
Luogo di pubblicazione: DIRAC HOUSE, TEMPLE BACK, BRISTOL BS1 6BE, ENGLAND
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271291 Collegamento a IRIS

2019 Satellite and UAV data for precision agriculture applications
2019 International Conference on Unmanned Aircraft Systems, ICUAS 2019
Autore/i: Mancini, A.; Frontoni, E.; Zingaretti, P.
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271292 Collegamento a IRIS

2019 A cloud computing architecture to map trawling activities using positioning data
Proceedings of the ASME Design Engineering Technical Conference
Autore/i: Galdelli, A.; Mancini, A.; Tassetti, A. N.; Ferra Vega, C.; Armelloni, E.; Scarcella, G.; Fabi, G.; Zingaretti, P.
Editore: American Society of Mechanical Engineers (ASME)
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/272863 Collegamento a IRIS

2019 Augmented microscopy for DNA damage quantification: A machine learning tool for environmental, medical and health sciences
Proceedings of the ASME Design Engineering Technical Conference
Autore/i: Bernardini, M.; Ferri, A.; Migliorelli, L.; Moccia, S.; Romeo, L.; Silvestri, S.; Tiano, L.; Mancini, A.
Editore: American Society of Mechanical Engineers (ASME)
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/272864 Collegamento a IRIS

2019 Programmazione ad oggetti per l'ingegneria informatica
Create
Autore/i: Frontoni, Emanuele; Mancini, Adriano
Editore: McGraw-Hill Education
Classificazione: 3 Libro
Abstract: Il Custom Publishing di McGraw-Hill Education. In cosa consiste il Custom Publishing? McGraw-Hill dispone di un vasto database, "Create", in cui sono contenuti in forma digitale i propri volumi, sia italiani sia stranieri. Con un semplice clic del mouse, il docente può creare il testo per il proprio corso attingendo a singoli capitoli dai più disparati volumi, in modo da realizzare un libro personalizzato che risponda al meglio alle esigenze del proprio corso, con la possibilità di aggiungere anche materiale originale scritto dal docente stesso. Quali sono i vantaggi del Custom Publishing? Per i docenti: I materiali didattici sono ritagliati su misura del corso. Il docente può controllarne i contenuti così come la struttura. È possibile includere materiale proprio, in qualunque lingua. La copertina è personalizzabile con i dettagli del corso, il nome del docente, il logo dell'istituzione ecc. Per gli studenti: Il testo contiene esattamente i contenuti utili per il corso. Gli studenti in un unico volume trovano tutti i materiali necessari e risparmiano tempo, non dovendo raccogliere testi da diverse fonti. Il testo contiene solo ed esclusivamente i materiali del corso, pertanto gli studenti risparmiano sull'acquisto non dovendo pagare per contenuti non utilizzati.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271337 Collegamento a IRIS

2019 An IOT Edge-Fog-Cloud Architecture for Vision Based Pallet Integrity
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Autore/i: Vaira, R.; Pietrini, R.; Pierdicca, R.; Zingaretti, P.; Mancini, A.; Frontoni, E.
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271287 Collegamento a IRIS

2019 Semantic 3D Object Maps for Everyday Robotic Retail Inspection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Autore/i: Paolanti, M.; Pierdicca, R.; Martini, M.; Di Stefano, F.; Morbidoni, C.; Mancini, A.; Malinverni, E. S.; Frontoni, E.; Zingaretti, P.
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/270984 Collegamento a IRIS

2019 Design, large-scale usage testing, and important metrics for augmented reality gaming applications
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS
Autore/i: Pierdicca, R.; Emanuele, E.; ZINGARETTI, Primo; Mancini, A.; Loncarski, J.; Paolanti, M.
Classificazione: 1 Contributo su Rivista
Abstract: Augmented Reality (AR) offers the possibility to enrich the real world with digital mediated content, increasing in this way the quality of many everyday experiences. While in some research areas such as cultural heritage, tourism, or medicine there is a strong technological investment, AR for game purposes struggles to become awidespread commercial application. In this article, a novel framework for AR kid games is proposed, already developed by the authors for other AR applications such as Cultural Heritage and Arts. In particular, the framework includes different layers such as the development of a series of AR kid puzzle games in an intermediate structure which can be used as a standard for different applications development, the development of a smart configuration tool, together with general guidelines and long-life usage tests and metrics. The proposed application is designed for augmenting the puzzle experience, but can be easily extended to other AR gaming applications. Once the user has assembled the real puzzle, AR functionality within the mobile application can be unlocked, bringing to life puzzle characters, creating a seamless game that merges AR interactions with the puzzle reality. The main goals and benefits of this framework can be seen in the development of a novel set of AR tests and metrics in the pre-release phase (in order to help the commercial launch and developers), and in the release phase by introducing the measures for long-life app optimization, usage tests and hint on final users together with a measure to design policy, providing a method for automatic testing of quality and popularity improvements. Moreover, smart configuration tools, as part of the general framework, enabling multi-app and eventually also multi-user development, have been proposed, facilitating the serialization of the applications. Results were obtained from a large-scale user test with about 4 million users on a set of eight gaming applications, providing the scientific community a workflow for implicit quantitative analysis in AR gaming. Different data analytics developed on the data collected by the framework prove that the proposed approach is affordable and reliable for long-life testing and optimization.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/279595 Collegamento a IRIS

2019 PRELIMINARY RESULTS OF NO-TILLAGE EFFECT AGAINST CONVENTIONAL TILLAGE AND FERTILIZATION ON DURUM WHEAT QUALITY
BOOK OF ABSTRACT of SIB 2019 60th CONGRESS Italian Society of Biochemistry and Molecular Biology, Lecce,, September 18 – 20, 2019
Autore/i: Alia, Sonila; Pugnaloni, Sofia; Mazzanti, Laura; Magagnini, Mattia; Cecati, Monia; Orsini, Roberto; Basili, Danilo; Belletti, Matteo; Bentivoglio, Deborah; ALBERTO BOZZI, Carlo; Chiappini, Stefano; Conti, Carla; Galli, Andrea; Giorgini, Elisabetta; Fiorentini, Marco; Malinverni, Eva Savina; Mancini, Adriano; Monaci, Elga; Passerini, Giorgio; Pro, Chiara; Santilocchi, Rodolfo; Zenobi, Stefano; Zingaretti, Primo; Vignini, Arianna
Classificazione: 2 Contributo in Volume
Abstract: With increasing world population, agriculture must face the challenge of ensuring the growing demand for food. Durum wheat (Triticum turgidum L. subsp. Durum) is a staple food that provides calories and nutrients in many parts of the world. It is the main cereal crop in Italy and in the Marche region is the most representative crop. The Interdepartmental Research founded by Università Politecnica delle Marche called “PFRLab: Setting of a Precision Farming Robotic Laboratory for cropping system sustainability and food safety and security”, is examining the effect of different nitrogen (N) fertilization sources, soil tillage depths and crop rotations on durum wheat quality, which is still underway. This project also aims at evaluating specific criteria for food safety, studying the effects of pollutants together with the bioavailability of nutrients. The durum wheat samples were cultivated and subsequently collected at “Pasquale Rosati” experimental farm of the Università Politecnica delle Marche on a ground divided into conventional tillage (CT) and no-tillage (NT). As regards the biochemical characterization of durum wheat, the percentage of proteins via the Kjeldahl method, lutein, and the mineral composition (Mn, Cu, Se), present in wheat grains, were evaluated. The preliminary results suggest a higher percentage of protein in the product on NT soil compared to CT; in relation to the quantity of fertilizer used N 0 Kg ha-1 and N 180 Kg ha-1 a higher protein percentage following N 180 Kg ha-1 fertilization was noted. Durum wheat is a significant source of manganese (Mn), copper (Cu), and selenium (Se) and between the two types of soil and fertilizer no significant differences were found. The same also for lutein. The NT treatment expressed its superior nature for a good level of grain quality. Further and extensive studies are planned to combine the effects of nitrogen fertilization and soil management on the main durum wheat production variables.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/272847 Collegamento a IRIS

2019 From Artificial Intelligence and Databases to Cognitive Computing: Past and Future Computer Engineering Research at UNIVPM
The First Outstanding 50 Years of “Università Politecnica delle Marche”
Autore/i: Cucchiarelli, Alessandro; Diamantini, Claudia; Dragoni, Aldo Franco; Francescangeli, Fabrizio; Frontoni, Emanuele; Mancini, Adriano; Marinelli, Fabrizio; Morbidoni, Christian; Pezzella, Ferdinando; Pisacane, Ornella; Potena, Domenico; Ribighini, Giuseppa; Spalazzi, Luca; Storti, Emanuele; Ursino, Domenico; Vici, Francesco; Zingaretti, Primo
Editore: Springer, Cham
Classificazione: 2 Contributo in Volume
Abstract: In the last decades, Computer Engineering has shown an impressive development and has become a pervasive protagonist in daily life and scientific research. Databases and Artificial Intelligence represent two of the major players in this development. Today, they are quickly converging towards a new, much more sophisticated and inclusive, paradigm, namely Cognitive Computing. This paradigm leverages Big Data and Artificial Intelligence to design approaches and build systems capable of (at least partially) reproducing human brain behavior. In this paradigm, an important role can be also played by Mathematical Programming. Cognitive systems are able to autonomously learn, reason, understand and process a huge amount of extremely varied data. Their ultimate goal is the capability of interacting naturally with their users. In the last 50 years, UNIVPM has played a leading role in scientific research in Databases and Artificial Intelligence, and, thanks to the acquired expertise, is going to play a key role in Cognitive Computing research in the future.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/272654 Collegamento a IRIS

2019 Empowered Optical Inspection by Using Robotic Manipulator in Industrial Applications
IEEE International Conference on Intelligent Robots and Systems
Autore/i: Galdelli, A.; Pagnotta, D. P.; Mancini, A.; Freddi, A.; Monteriu, A.; Frontoni, E.
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: Nowadays the inspection of products at the end of line represents a critical phase. At this stage, it is necessary to look for defects in order to prevent the quality check to fail, and to provide information for improving the production as well. This task can be performed by using several sensing technologies, and the contactless optical inspection plays a key role. In this regard, the use of advanced robotic manipulators offers the capability to change the viewpoint of a given object and to inspect its multiple faces. We propose an approach that combines the use of photometric stereo to derive a 3D model of objects, empowered by the super-resolution that is applied on the original dataset (upstream) or on the normal images (downstream) in order to increase the quality of the final 3D model. The vision system is mounted on a robotic manipulator, able to grasp and change the viewpoint, thus offering a more complete view of the object to be inspected. The obtained results show that the developed solution increases the quality of the derived 3D models used for inspection tasks on different faces of the objects; this is achieved by using the manipulation ability offered by the adopted robotic platform.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/275366 Collegamento a IRIS

2019 Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0
EXPERT SYSTEMS WITH APPLICATIONS
Autore/i: Romeo, L.; Loncarski, J.; Paolanti, M.; Bocchini, G.; Mancini, A.; Frontoni, E.
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271330 Collegamento a IRIS

2019 Deep learning for soil and crop segmentation from remotely sensed data
REMOTE SENSING
Autore/i: Dyson, J.; Mancini, A.; Frontoni, E.; Zingaretti, P.
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271290 Collegamento a IRIS

2019 Setting of a precision farming robotic laboratory for cropping system sustainability and food safety and security: Preliminary results
IOP CONFERENCE SERIES. EARTH AND ENVIRONMENTAL SCIENCE
Autore/i: Orsini, R.; Basili, D.; Belletti, M.; Bentivoglio, D.; Bozzi, C. A.; Chiappini, Stefano; Conti, C.; Galli, A.; Giorgini, E.; Fiorentini, Marco; Malinverni, E. S.; Mancini, A.; Mazzanti, L.; Monaci, E.; Passerini, G.; Pro, Chiara; Santilocchi, R.; Vignini, A.; Zenobi, Stefano; Zingaretti, P.
Classificazione: 1 Contributo su Rivista
Abstract: The acceleration of Digital Agriculture is evident through the increased adoption of digital technologies on farms including smart machines, sensors and cloud computing. In this paper we present the preliminary results of the research project funded by Università Politecnica delle Marche in 2018 "PFRLab: Setting of a precision farming robotic laboratory for cropping system sustainability and food safety and security", which is still underway. In this context, as first result, an interdepartmental Research and Services Center called "Smart Farming" has been set up with the aim to strengthen multidisciplinary collaborations in the fields of Agriculture and Forestry, Geomatics, ICT and Robotics. Regarding field activities the SPAD 502 as well as Normalized Difference Vegetation Index (NDVI) provide a good estimate of the Chlorophylla+b content in durum wheat leaves so can be used to predict in a quickly and non-destructively way, the crop greenness status and to identify any nutritional deficiencies in real time. Future research activities are certainly needed to fully explore the potentialities of conservation agriculture and precision farming, and to drive the transition process from conventional agriculture to modern conservation agriculture and precision farming techniques. In-depth studies are planned on the combined effect of nitrogen fertilization and soil management on the main production variables of durum wheat in order to evaluate whether specific tools for precision agriculture applications can find significant diffusion even in Mediterranean cereal based cropping systems.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/266945 Collegamento a IRIS

2018 An IoT Solution for Energy Management at Building and District Level
2018 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications (MESA)
Autore/i: Arnesano, Marco; Dyson, Jack; Fagiani, Marco; Mancini, Adriano; Revel, Gian Marco; Severini, Marco; Squartini, Stefano; Zampetti, Lorenzo; Zingaretti, Primo
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: Today the monitoring of energy variables plays a key-role in the proper management of buildings to optimize costs along with the low emission profile and comfortable environments. The monitoring could be augmented by adding also optimization aspects that could decrease the energy/costs. Up to now the optimization is performed by using building and context (district) data, but with no or rough evaluation of comfort conditions delivered to the occupants. The work presented in this paper is derived from the ENERGIS project that takes into account individual buildings and districts including detailed comfort conditions representing a novelty in the Energy Management System. The monitoring is used to locally sense the energy demand while the optimization is performed at two different scales. The first optimization tries to consider different aspects related to the thermal management of rooms, supported by a novel sensor that is able to evaluate the comfort taking into account the room model and to control the thermal actuators to track a comfort set-point. The second level of optimization starts from the collected data from each building to set-up a district model that is able to map and then predict the energy demand enabling an energy management that is built on the concept of “sharing”. This paper outlines the overall system architecture that exploits the benefit of IoT also showing the first optimization level performed on a business office showing the overall pipeline that starts from the sensing of environment and ends with the control of actuators to track an optimized set-point.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259045 Collegamento a IRIS

2018 Use of an energy harvesting smart floor for indoor localization of people
INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY
Autore/i: Contigiani, Marco; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo; Gatto, Andrea; Groppo, Riccardo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/265996 Collegamento a IRIS

2018 Modelling and Forecasting Customer Navigation in Intelligent Retail Environments
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
Autore/i: Paolanti, Marina; Liciotti, Daniele; Pietrini, Rocco; Mancini, Adriano; Frontoni, Emanuele
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/266146 Collegamento a IRIS

2018 Energy harvesting applied to smart shoes
INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND TECHNOLOGY
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo; Gatto, Andrea
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/265995 Collegamento a IRIS

2018 Improving Variable Rate Treatments by Integrating Aerial and Ground Remotely Sensed Data
2018 International Conference on Unmanned Aircraft Systems, ICUAS 2018
Autore/i: Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/265998 Collegamento a IRIS

2018 A Synergic Photometric Stereo and Super Resolution Approach for Optical Inspection
2018 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, MESA 2018
Autore/i: Galdelli, Alessandro; Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/265997 Collegamento a IRIS

2018 Machine Learning approach for Predictive Maintenance in Industry 4.0
2018 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, MESA 2018
Autore/i: Paolanti, M.; Romeo, L.; Felicetti, A.; Mancini, A.; Frontoni, E.; Loncarski, J.
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/271367 Collegamento a IRIS

2018 A methodological approach to fully automated highly accelerated life tests
MICROSYSTEM TECHNOLOGIES
Autore/i: Massi, Gionata; Morganti, Gianluca; Claudi, Andrea; Zingaretti, Primo; Mancini, Adriano; Frontoni, Emanuele
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/254077 Collegamento a IRIS

2018 Mechatronic System to Help Visually Impaired Users during Walking and Running
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
Autore/i: Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/254076 Collegamento a IRIS

2018 Design and test of a real-time shelf out-of-stock detector system
MICROSYSTEM TECHNOLOGIES
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo; Contigiani, Marco; Bello, Luigi Di; Placidi, Valerio
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240005 Collegamento a IRIS

2017 Building detection in multi-source aerial data with imbalanced training samples: an approach based on the Bayesian Vector Quantizer
INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION
Autore/i: BENVENUTI, FILIPPO; MANCINI, ADRIANO; POTENA, Domenico; DIAMANTINI, Claudia; FRONTONI, EMANUELE; ZINGARETTI, PRIMO
Classificazione: 1 Contributo su Rivista
Abstract: The problem of building detection in multi-source aerial data has a large variety of applications from map updating to the detection of illegal construction. The development of a capability to integrate multispectral and LiDAR technologies has been proved to be the most effective strategy in dealing with the problem. An automated and combined approach enables such joint capabilities to process data, reducing human effort that is usually limited to the creation of training sets. This aspect plays a key role in getting accurate results and it is central to dealing with the problem of an imbalanced data set. We tailor the Bayesian Vector Quantizer algorithm (BVQ) to the problem of building detection from multi-source high-resolution aerial data like LiDAR with a focus on the imbalanced data set problem. The result is a methodology that is optimised towards the solution of strongly imbalanced problems where noise is present and where the number of training samples for buildings over classes like trees, land and grass is one order of magnitude lower. The formulation is compared with other well-adopted approaches which highlight the relative strengths of the BVQ approach.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/248350 Collegamento a IRIS

2017 Soil / crop segmentation from remotely sensed data acquired by Unmanned Aerial System
2017 International Conference on Unmanned Aircraft Systems, ICUAS 2017
Autore/i: Mancini, Adriano; Dyson, Jack; Frontoni, Emanuele; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/255842 Collegamento a IRIS

2017 Vehicle tracking and classification from videos under illumination changes and occlusions
Proceedings of the ASME Design Engineering Technical Conference
Autore/i: Sturari, Mirco; Esposto, Luca; Spurio, Christian; Tigano, Domenico; Mancini, Adriano; Zingaretti, Primo
Editore: American Society of Mechanical Engineers (ASME)
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/255846 Collegamento a IRIS

2017 Robotic platform for deep change detection for rail safety and security
2017 European Conference on Mobile Robots, ECMR 2017
Autore/i: Sturari, Mirco; Paolanti, Marina; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/255839 Collegamento a IRIS

2017 Mobile robot for retail surveying and inventory using visual and textual analysis of monocular pictures based on deep learning
2017 European Conference on Mobile Robots, ECMR 2017
Autore/i: Paolanti, Marina; Sturari, Mirco; Mancini, Adriano; Zingaretti, Primo; Frontoni, Emanuele
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/255840 Collegamento a IRIS

2017 Pervasive system for consumer behaviour analysis in retail environments
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Autore/i: Liciotti, Daniele; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/246869 Collegamento a IRIS

2017 Person re-identification dataset with RGB-D camera in a top-view configuration
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Autore/i: Liciotti, Daniele; Paolanti, Marina; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/246871 Collegamento a IRIS

2017 Remote touch interaction with high quality models using an autostereoscopic 3D Display
Augmented reality, Virtual reality and Computer graphics
Autore/i: Mancini, Adriano; Clini, Paolo; Bozzi, Carlo Alberto; Malinverni, Eva Savina; Pierdicca, Roberto; Nespeca, Romina
Editore: Springer International publishing
Classificazione: 2 Contributo in Volume
Abstract: The use of 3D models to document archaeological ndings witnessed to boost in the latest years, mainly thanks to the large adop- tion of digital photogrammetry for the virtual reconstruction of ancient artifatcs. For this reason, the widespread availability of digital 3D objects obliges the research community to face with a hard challenge: which is the best way for allowing visitors being in contact with the real estate of cultural goods? The work described in these pages answers to these questions by describing a novel solution for the enhanced interaction and visualization of a complex 3D model . The installation consists in an autostereoscopic display paired with a remotely connected (with a wired connection) touch-pad for the interaction with the contents displayed in it. The main advantage of using such technology is represented by the fact that one is not obliged to wear cumbersome devices but at the same time one can have a 3D view of the object without any additional aid. The system allows, through a touch-pad, to manage the 3D views and interact with with a very small object that in its virtual dimension is magnied with respect to a classical museum arrangement. The research results, applied to the real case exhibition presented, have proved the innovation and usability of the multimedia solutions, which required the use of complex hardware components and a tricky implementation of the whole software architecture. The digital disruption in the CH domain should be also entrusted in the use of advanced interfaces that at the same time are intuitive and usable interaction methods
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/248778 Collegamento a IRIS

2017 IOT architecture for the processing of data collected by a central vacuum cleaner
Proceedings of the ASME Design Engineering Technical Conference
Autore/i: Contigiani, Marco; Pollini, Rama; Sturari, Mirco; Mancini, Adriano; Frontoni, Emanuele
Editore: American Society of Mechanical Engineers (ASME)
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/256823 Collegamento a IRIS

2017 Rilievo fotogrammetrico e visualizzazione in autostereoscopia di piccole sculture. La Venere di Frasassi come pilot-case per i Musei Archeologici
3D MODELING &BIM. Progettazione, design, proposte per la ricostruzione
Autore/i: NESPECA, ROMINA; QUATTRINI, Ramona; MANCINI, Adriano
Editore: DEI - Tipografia del Genio Civile
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: La valorizzazione dell’archeologia necessita di nuovi strumenti per l’acquisizione 3D. L’articolo presenta un workflow per la digitalizzazione di piccoli reperti archeologici finalizzati al contesto museale. La principale novità è costituita dall’impiego di un monitor 3D autostereoscopico. Ricerche come queste mirano a superare alcune difficoltà proprie dei musei archeologici nel coinvolgimento dei visitatori, attraverso l’uso di repliche virtuali.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/252248 Collegamento a IRIS

2017 An intelligent RGB-D video system for bus passenger counting
ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING
Autore/i: Liciotti, Daniele; Cenci, Annalisa; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/246111 Collegamento a IRIS

2017 Integrating elevation data and multispectral high-resolution images for an improved hybrid Land Use/Land cover mapping
EUROPEAN JOURNAL OF REMOTE SENSING
Autore/i: Sturari, Mirco; Frontoni, Emanuele; Pierdicca, Roberto; Mancini, Adriano; Malinverni, Eva Savina; Tassetti, Anna Nora; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/250295 Collegamento a IRIS

2017 Whistland: An augmented reality crowd-mapping system for civil protection and emergency management
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
Autore/i: Luchetti, Gioele; Mancini, Adriano; Sturari, Mirco; Frontoni, Emanuele; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/246110 Collegamento a IRIS

2016 Robust and affordable retail customer profiling by vision and radio beacon sensor fusion
PATTERN RECOGNITION LETTERS
Autore/i: Sturari, Mirco; Liciotti, Daniele; Pierdicca, Roberto; Frontoni, Emanuele; Mancini, Adriano; Contigiani, Marco; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235222 Collegamento a IRIS

2016 Multi-Point Stereovision System for Contactless Dimensional Measurements
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
Autore/i: Fulvio, Gianluca Di; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235068 Collegamento a IRIS

2016 Smart maintenance of riverbanks using a standard data layer and augmented reality
COMPUTERS & GEOSCIENCES
Autore/i: Pierdicca, Roberto; Frontoni, Emanuele; Zingaretti, Primo; Mancini, Adriano; Malinverni, Eva Savina; Tassetti, Annanora; Marcheggiani, Ernesto; Galli, Andrea
Classificazione: 1 Contributo su Rivista
Abstract: Linear buffer strips (BS) along watercourses are commonly adopted to reduce run-off, accumulation of bank-top sediments and the leaking of pesticides into fresh-waters, which strongly increase water pollution. However, the monitoring of their conditions is a difficult task because they are scattered over wide rural areas. This work demonstrates the benefits of using a standard data layer and Augmented Reality (AR) in watershed control and outlines the guideline of a novel approach for the health-check of linear BS. We designed a mobile environmental monitoring system for smart maintenance of riverbanks by embedding the AR technology within a Geographical Information System (GIS). From the technological point of view, the system's architecture consists of a cloud-based service for data sharing, using a standard data layer, and of a mobile device provided with a GPS based AR engine for augmented data visualization. The proposed solution aims to ease the overall inspection process by reducing the time required to run a survey. Indeed, ordinary operational survey conditions are usually performed basing the fieldwork on just classical digitized maps. Our application proposes to enrich inspections by superimposing information on the device screen with the same point of view of the camera, providing an intuitive visualization of buffer strip location. This way, the inspection officer can quickly and dynamically access relevant information overlaying geographic features, comments and other contents in real time. The solution has been tested in fieldwork to prove at what extent this cutting-edge technology contributes to an effective monitoring over large territorial settings. The aim is to encourage officers, land managers and practitioners toward more effective monitoring and management practices
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/236195 Collegamento a IRIS

2016 Electromagnetic Technology for a New Class of Electronic Travel Aids Supporting the Autonomous Mobility of Visually Impaired People
Visually Impaired: Assistive Technologies, Challenges and Coping Strategies
Autore/i: DI MATTIA, Valentina; Scalise, Lorenzo; Petrini, Valerio; Russo, Paola; DE LEO, Alfredo; Pallotta, Emanuele; Mancini, Adriano; Zingaretti, Primo; Cerri, Graziano
Editore: Nova Science Publishers
Classificazione: 2 Contributo in Volume
Abstract: It is well known that the most common and largely used assistive technology among the visually impaired community is the white cane. Despite it is a passive technology with a very limited range of work, its easiness of use and low cost make still prevalent its use. Many technologies have been proposed as alternative assistive devices (in literature and on the market) to improve the autonomous mobility of people affected by eye diseases. Nevertheless, whatever is the physical quantity used by these active assistive technologies - mainly ultrasonic or optical sensors - they present many limitations and none of them adequately meets the international guidelines defined for the electronic travel aids and the specific requests coming from the visually impaired community. This chapter aims to provide an overview of the existing travel aids for people affected by visual disorders, discussing pros and cons of available technologies, and to describe the design and the characterization of a novel class of electronic travel aids based on electromagnetic fields, whose advantages, with respect to the traditional ultrasonic and optic devices, will be explained. Starting from a laboratory prototype, the aspects relative to the miniaturization of the device will be discussed, with a particular attention to the realization of a small radiating element to be attached onto the cane. Operative tests with a blind end user will be reported, demonstrating several potentialities of the electromagnetic technology: detecting in advance (few meters from the user) dangerous objects of different shape and material, detecting the presence of obstacles located at chest or head levels, providing the position of the obstacle respect to the user, easiness of use, etc.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235219 Collegamento a IRIS

2016 Visual based landing for an unmanned quadrotor
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
Autore/i: Cocchioni, Francesco; FRONTONI, Emanuele; IPPOLITI, Gianluca; LONGHI, SAURO; MANCINI, ADRIANO; ZINGARETTI, Primo
Classificazione: 1 Contributo su Rivista
Abstract: One of the main challenges for Unmanned Aerial Systems (UAVs) is to extend the endurance of small vehicles such as multi-rotors. Actually, Li-po batteries that guarantee a flight of about 20 min power this type of vehicles. The endurance can be extended by enabling vehicles to look for recharging station(s). In this paper, we propose a vision system able to detect and track a given pattern hosted on the target-landing platform. The pattern is also useful to estimate the UAV position while approaching the target or during the hovering close to the target. The paper focuses on an optimized adaptive thresholding technique that manages critical situations as changes in the scene’s illumination / shadows. The developed system runs at 90 Hz for processing a 752×480 grayscale image. Preliminary results on an NVidia Tegra Jetson K1 platform are also presented to distribute the computation between CPU and GPU.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/228731 Collegamento a IRIS

2016 A multi/hyper-spectral imaging system for land use/land cover using unmanned aerial systems
2016 International Conference on Unmanned Aircraft Systems, ICUAS 2016
Autore/i: Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240004 Collegamento a IRIS

2016 Testing the Potential Applications of the Uavs Imagery through a Long Term Experiment on Tillage and Nitrogen Fertilization of Rainfed Durum Wheat Under Mediterranean Conditions: Description of an Experimental Protocol
Proceedings of XLV Conference of Italian Society for Agronomy (Seddaiu G, Roggero PP and Pulina A Eds.), Sassari (Italy), 20th-22nd September 2016
Autore/i: Orsini, Roberto; Bozzi, CARLO ALBERTO; Mancini, Adriano; Simonetiberi, ; Endeshaw, SOLOMON TADESSE; Santilocchi, Rodolfo; Galli, Andrea; Murri, Giorgio; Seddaiu, Giovanna; Iocola, Ileana; PAOLO ROGGERO, Pier
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/238718 Collegamento a IRIS

2016 Implementation of a tracking system based on UWB technology in a retail environment
MESA 2016 - 12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications - Conference Proceedings
Autore/i: Contigiani, Marco; Pietrini, Rocco; Mancini, Adriano; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240282 Collegamento a IRIS

2016 An integrated mobility system using real-time data for traffic simulation
MESA 2016 - 12th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications - Conference Proceedings
Autore/i: Sturari, Mirco; Catani, Ludovico; Mancini, Adriano; Frontoni, Emanuele
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/246113 Collegamento a IRIS

2016 Analysing human movements at mass events: A novel mobile-based management system based on active beacons and AVM
24th Mediterranean Conference on Control and Automation, MED 2016
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Pierdicca, Roberto; Sturari, Mirco; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240002 Collegamento a IRIS

2015 Embedded Multisensor System for Safe Point-to-Point Navigation of Impaired Users
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
Autore/i: Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Abstract: New smart objects to improve the quality of life in the ambient assisted living (AAL) scenario are capturing the interest of researchers and companies. In particular, novel assistive technologies are being developed to make accessible street navigation to impaired people. The solution that we propose in this new application domain of intelligent transportation systems is a framework for a safe point-to-point navigation, owing to high-detailed road graphs, including sidewalks, crosswalks, and generic “obstacles.” The system is based on a low-cost modular sensor box (embedded hardware) interfaced with a mobile/phone application that acts as an intelligent navigator. The main novelty is the capability to sense the surrounding area while being able to perform a fast path replanning, owing to a real-time link to a remote server, if an obstacle is detected. The sensing is performed using different sensors, such as ultrasound, lidar, and a 77-GHz mid-range automotive radar (absolutely novel in the AAL context), which are processed and fused in the well-established robot operating system (ROS). We tested the framework by analyzing its performance in two different configurations and environments by using, respectively, a sonar and a laser rangefinder in a building scenario and a radar in an urban environment. Even if in both cases results demonstrated a quite good robustness in the obstacle detection with a quasi-real-time route replanning, we were mainly interested and succeeded in demonstrating the high flexibility and extensibility of our framework.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/234651 Collegamento a IRIS

2015 Development of a GIS environment for archaeological multipurpose applications: the Fano historic centre
HERITAGE and TECHNOLOGY, Mind Knowledge Experience
Autore/i: PIERDICCA, ROBERTO; MALINVERNI, Eva Savina; TASSETTI, ANNA NORA; MANCINI, ADRIANO; Bozzi, Carlo Alberto; CLINI, Paolo; NESPECA, ROMINA
Editore: La Scuola di Pitagora
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: In this paper we present a methodological workflow developed within the "ArcheoFano" project, improving collection, organization and management of a GIS data structure for the urban-archaeological Roman centre of Fano town. In this context, the proposed methodology is aimed to build up an integrated and multipurpose system. The starting point is data collection by means of archival (for documentation purposes) and highresolution survey techniques (for metrical purposes); afterwards, a conceptual data model organizes archaeological data and realizes an easily updating solution that automatically produce short reports to share with the users. The open source QGIS is used to develop the spatial extension with the aim to manage 2D/3D numerical cartography and detailed 3D model (using open tools such as Virtual Terrain and Enviro). The final geo-database contains all the useful information to support urban planners decision-making. The ability to structure data in a maintainable way helps to ensure cross-disciplinary cooperation in the management and protection of heritage resources. Lastly, an Augmented Reality (AR) experience is carried out. Linked directly to the geo-database, AR allows a quick real time visualization of GIS layers and 3D models, showing the way forward smart tourism and virtual museum applications. This technology is needful when the archaeological findings must be conceived due to conservation issues.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/226622 Collegamento a IRIS

2015 Human activity analysis for in-home fall risk assessment
2015 IEEE International Conference on Communication Workshop, ICCW 2015
Autore/i: Liciotti, Daniele; Massi, Gionata; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235071 Collegamento a IRIS

2015 Development of a low-cost Unmanned Surface Vehicle for digital survey
2015 European Conference on Mobile Robots, ECMR 2015 - Proceedings
Autore/i: Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235070 Collegamento a IRIS

2015 High-resolution mapping of river and estuary areas by using unmanned aerial and surface platforms
2015 International Conference on Unmanned Aircraft Systems, ICUAS 2015
Autore/i: Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo; Longhi, Sauro
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235072 Collegamento a IRIS

2015 Multimedia discovery of the Leonardo's Vitruvian Man
SCIRES-IT
Autore/i: Malinverni, Eva Savina; Frontoni, Emanuele; D'Annibale, Enzo; Mancini, Adriano; Bozzi, Carlo Alberto
Classificazione: 1 Contributo su Rivista
Abstract: The dissemination and exploitation of cultural heritage milestones by using multimedia and interactive technologies continuously and quickly grows capturing the attention of academia and companies. It is necessary to adopt the state of the art technologies to present and make bi-directional the interaction of users with cultural heritage objects. In this work, we present two different applications of novel technologies applied to the Vitruvian man of Leonardo. The first application is the mirror that exploits a 3D depth sensor to compare the proportions of a user with the perfect ones of the Vitruvian man. The second application is a complex interaction between a complete novel 3D model of the Leonardo’s Vitruvian Man, sounds and image effects inside a 360-degrees hologram. These two systems are the results of interaction between academia and the 3D EVE spin-off company.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/229209 Collegamento a IRIS

2015 Exposure protocol setup for agro food treatment. Method and system for developing an application for heating in reverberation chamber
Mediterranean Microwave Symposium
Autore/i: Paolanti, Marina; Pollini, Rama; Frontoni, Emanuele; Mancini, Adriano; DE LEO, Roberto; Zingaretti, Primo; Bisceglia, Bruno
Editore: IEEE Computer Society
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240006 Collegamento a IRIS

2015 Low cost embedded system for increasing retail environment intelligence
2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2015
Autore/i: Pierdicca, Roberto; Liciotti, Daniele; Contigiani, Marco; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235069 Collegamento a IRIS

2015 Accurate modeling of the microwave treatment in reverberating chamber. sanitation of agro food material
Mediterranean Microwave Symposium
Autore/i: Paolanti, Marina; Bacchiani, Roberto; Frontoni, Emanuele; Mancini, Adriano; DE LEO, Roberto; Zingaretti, Primo; Bisceglia, Bruno
Editore: IEEE Computer Society
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240007 Collegamento a IRIS

2015 Using multibeam echosounder datafor a GIS-ready seafloor characterization in the Adriatic Sea
MTS/IEEE OCEANS 2015 - Genova: Discovering Sustainable Ocean Energy for a New World
Autore/i: Tassetti, A.N.; Malaspina, S.; Punzo, E.; Fabi, G.; Mancini, A.
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/249886 Collegamento a IRIS

2015 Non-Contact Monitoring of Preterm Infants Using RGB-D Camera
ASME Proceedings | 2015 ASME/IEEE International Conference on Mechatronic and Embedded Systems and Applications
Autore/i: Cenci, Annalisa; Liciotti, Daniele; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: In this study, we present a medical imaging method to estimate the preterm infant respiratory rate with a non invasive embedded RGB-D sensor. The respiratory rate is derived by measuring morphological chest wall movements with a depth sensor. The performances of our method are evaluated by comparing the values of respiratory rate measurements obtained using our method with those resulting from a standard reference device, used as a benchmark. Experimental results showed that the proposed method can correctly measure the respiratory rate in preterm infants and activates an alarm signal when respiratory rate values go out of the physiological range or when the infant remains stationary for a long time. As future development, the project can be used as multi-purpose non invasive test on movements and their symmetry or on the infants’ ability to correctly inflate.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235078 Collegamento a IRIS

2015 Energy harvesting smart floor for indoor people localization and tracking
Proceedings of the ASME Design Engineering Technical Conference
Autore/i: Gatto, Andrea; Bassoli, Elena; Contigiani, Marco; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: American Society of Mechanical Engineers (ASME)
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240013 Collegamento a IRIS

2015 Automatic classification for anti mixup events in advanced manufacturing system
Proceedings of the ASME Design Engineering Technical Conference
Autore/i: Paolanti, Marina; Frontoni, Emanuele; Mancini, Adriano; Pierdicca, Roberto; Zingaretti, Primo
Editore: American Society of Mechanical Engineers (ASME)
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/240012 Collegamento a IRIS

2015 Embedded vision sensor network for planogram maintenance in retail environments
SENSORS
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/235067 Collegamento a IRIS

2014 Smart maintenance‐real time visualization of GIS‐based information for river basin risks and hazard assessment
GEOBIA 2014, Αdvancements, trends and challenges, 5th Geographic Object-Based Image Analysis Conference
Autore/i: Malinverni, E.S.; Tassetti, A.N.; Pierdicca, R.; Frontoni, E.; Mancini, A.; Zingaretti, P.; Marcheggiani, E.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/225729 Collegamento a IRIS

2014 Point to point navigation for people with mobility impairments
Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on
Autore/i: A. Mancini; P. Zingaretti
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/210929 Collegamento a IRIS

2014 Feature group matching: a novel method to filter out incorrect local feature matchings
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Classificazione: 1 Contributo su Rivista
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/129083 Collegamento a IRIS

2014 Indoor people localization and tracking using an energy harvesting smart floor
MESA
Autore/i: Contigiani, Marco; Frontoni, Emanuele; Mancini, Adriano; Gatto, Andrea
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/225784 Collegamento a IRIS

2014 Unmanned ground and aerial vehicles in extended range indoor and outdoor missions
2014 International Conference on Unmanned Aircraft Systems, ICUAS 2014 - Conference Proceedings
Autore/i: Cocchioni F.; Pierfelice V.; Benini A.; Mancini, Adriano; Frontoni, Emanuele; Zingaretti, Primo; Ippoliti, Gianluca; Longhi, Sauro
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/175115 Collegamento a IRIS

2014 Integrating elevation data and multispectral high‐resolution images for an improved hybrid Land Use/Land Cover mapping
GEOBIA 2014, Αdvancements, trends and challenges, 5th Geographic Object-Based Image Analysis Conference
Autore/i: Malinverni, E.S.; Frontoni, E.; Mancini, A.; Tassetti, A.N.; Pierdicca, R.; Zingaretti, P.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/225727 Collegamento a IRIS

2014 RGBD Sensors for Human Activity Detection in AAL Environments
Ambient Assisted Living
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/225724 Collegamento a IRIS

2014 GPU acceleration of feature extraction and matching algorithms
Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on
Autore/i: M. Marinelli; A. Mancini; P. Zingaretti
Editore: Institute of Electrical and Electronics Engineers Inc
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/210915 Collegamento a IRIS

2014 Shopper Analytics: a customer activity recognition system using a distributed RGB-D camera network
Video Analytics for Audience Measurement
Autore/i: Daniele Liciotti; Marco Contigiani; Emanuele Frontoni; Adriano Mancini; Primo Zingaretti; Valerio Placidi
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/210931 Collegamento a IRIS

2014 Real time out of shelf detection using embedded sensor network
Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on
Autore/i: E. Frontoni; A. Mancini; P. Zingaretti
Editore: Institute of Electrical and Electronics Engineers Inc.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/210927 Collegamento a IRIS

2014 A stereovision system for dimensional measurementws in industrial robotics applications
Mechatronic and Embedded Systems and Applications (MESA), 2014 IEEE/ASME 10th International Conference on
Autore/i: G., Di Fulvio; Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo
Editore: Institute of Electrical and Electronics Engineers Inc
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/210914 Collegamento a IRIS

2014 Testing of cooperative tasks for Unmanned Aerial and ground platforms
Proceeding of the Mechatronic and Embedded Systems and Applications (MESA)
Autore/i: A. Gaujens; A. Benini; A. Mancini; S. Longhi
Editore: IEEE
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: In the last years the Model Based Design for Unmanned Systems aided the safe and rational release of applications running on unmanned systems. In particular in this paper we focus on a hybrid methodology that merges Software in the Loop (SIL) and Model in the Loop (MIL) strategies for cooperative tasks performed by aerial and ground autonomous vehicles. The proposed work flow covers the design and testing of Ground Control Station (GCS) modelled by a finite state machine, the design and testing of navigation code running on UAV and UGV and the testing of cooperative missions. The work-flow is based on a realistic 3D physical simulator interfaced with Matlab-Simulink-Stafeflow. The proposed approach has been successfully tested and evaluated allowing to release runnable and safe code on real targets.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/204127 Collegamento a IRIS

2014 Autonomous navigation, landing and recharge of a quadrotor using artificial vision
2014 International Conference on Unmanned Aircraft Systems, ICUAS 2014 - Conference Proceedings
Autore/i: Cocchioni, Francesco; Mancini, Adriano; Longhi, Sauro
Editore: IEEE Computer Society
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: In this paper a solution to UAV reduced endurance and autonomous flight is proposed. With a complete on-board solution, based on artificial vision, the developed system is able to autonomously take off, navigate and land, recharging its battery by using a dedicated landing platform, both in indoor and outdoor scenarios. The landing platform includes a passive centering system to correct the landing error of the UAV, with a novel design wich reduce cost and increase the safety (thanks to small and isolated electrical contacts) without invasive hardware changes on the drone. The developed vision algorithm provides a fast and accurate measurement of UAV position with respect to the landing platform using a visual target, but at the same time it is able to automatically switch to an estimation of position that is independent from the visual target. This aspect is used during navigation or when the tracking of the target fails, ensuring a continuous position measurement feed to the controllers. The developed control system manages all the different phases of a mission (motor turning on/off, take off, navigation, landing, ... ) with low control error, ensuring a landing over the landing platform with an error that is lower than 5cm for both x and y axis. The developed software in ROS environment is modular and provides input/output interfaces to receive command, or send data.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/237329 Collegamento a IRIS

2014 SIT-REM: An Interoperable and Interactive Web Geographic Information System for Fauna, Flora and Plant Landscape Data Management
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo; Malinverni, Eva; Pesaresi, Simone; Biondi, Edoardo; Pandolfi, Massimo; Marseglia, Maria; Sturari, Mirco; Zabaglia, Claudio
Classificazione: 1 Contributo su Rivista
Abstract: The main goal of the SIT-REM project is the design and the development of an interoperable web-GIS environment for the information retrieval and data editing/updating of the geobotanical and wildlife map of Marche Region. The vegetation, plant landscape and faunistic analysis allow the realization of a regional information system for wildlife-geobotanical data. A main characteristic of the SIT-REM is its flexibility and interoperability, in particular, its ability to be easily updated with the insertion of new types of environmental, faunal or socio-economic data and to generate analyses at any geographical (from regional to local) or quantitative level of detail. Different query levels obtain the latter: spatial queries, hybrid query builder and WMSs usable by means of a GIS. SIT-REM has been available online for more than a year and its use over this period has produced extensive data about users' experiences.. © 2014 by the authors; licensee MDPI, Basel, Switzerland
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/225726 Collegamento a IRIS

2014 Information management for intelligent retail environment: the Shelf Detector system
INFORMATION
Autore/i: Frontoni, Emanuele; Mancini, Adriano; Zingaretti, Primo; Valerio, Placidi
Classificazione: 1 Contributo su Rivista
Abstract: Shelf out of stock is one of the leading motivations of technology innovation in the shelf of the future. The Shelf Detector project described in this paper aims to solve the problem of data knowledge in the shelf out of stock (SOOS) problem. This paper is mainly focused on the information layer of the system and main novelties illustrated in this work are in the information field demonstrating the huge number of insights that can be derived from the use of such a tool able to gather data in real time from the store. The tool presented is the first being installed for long time in a high number of stores and products demonstrating the ability to gather data from there and extract interesting insights. This paper aims to demonstrate the feasibility and the scalability of our system in providing a high number of data and interesting insights for store team and marketing team. The cloud based architecture developed and tested in this project is a key feature of our system together with the ability to collect data from a distributed sensor network.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/128495 Collegamento a IRIS

2013 GIS to Support Cost-effective Decisions on Renewable Sources Applications for low temperature geothermal energy
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer
Luogo di pubblicazione: London
Classificazione: 3 Libro
Abstract: Through the results of a developed case study of information system for low temperature geothermal energy, "GIS supporting cost-effective decisions on renewable sources: application to low temperature geothermal energy" addresses the issue of the use of Geographic Information Systems (GIS) in evaluating cost-effectiveness of renewable resource exploitation on a regional scale. Focusing on the design of a Decision Support System, a process is presented aimed to transform geographic data into knowledge useful for analysis and decision-making on the economic exploitation of geothermal energy. This detailed description includes a literature review and technical issues related to data collection, data mining, decision analysis for the informative system developed for the case study. It is presented a multi-disciplinary approach to GIS design which is also an innovative example of fusion of georeferenced data acquired from multiple sources including remote sensing, networks of sensors and socio-economic censuses. This book is a useful, practical reference for engineers, managers and researchers involved in the design of GIS, decision support systems, investment planning/strategy in renewable energy and ICT innovation in this field.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/98663 Collegamento a IRIS

2013 Smart vision system for shelf analysis in intelligent retail environments
MESA 2013
Autore/i: A. Mancini; E. Frontoni; P. Zingaretti; V. Placidi
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/104666 Collegamento a IRIS

2013 Decision environment of renewable energy: The case of geothermal energy
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259858 Collegamento a IRIS

2013 GIS-supported decision making
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259859 Collegamento a IRIS

2013 Regional atlas supporting the decision-making process
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259865 Collegamento a IRIS

2013 Conclusive remarks
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259860 Collegamento a IRIS

2013 Feature analysis: Selecting decision criteria
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259861 Collegamento a IRIS

2013 Data collection
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259863 Collegamento a IRIS

2013 Decision analysis: Choosing the right plant
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259864 Collegamento a IRIS

2013 GIS-supported decision making for low-temperature geothermal energy in central Italy
SpringerBriefs in Applied Sciences and Technology
Autore/i: Gemelli, Alberto; Mancini, Adriano; Diamantini, Claudia; Longhi, Sauro
Editore: Springer Verlag
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/259862 Collegamento a IRIS

2013 An IMU/UWB/Vision-based Extended Kalman Filter for Mini-UAV Localization in Indoor Environment using 802.15.4a Wireless Sensor Network
JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS
Autore/i: A. Benini; A. Mancini; S. Longhi
Classificazione: 1 Contributo su Rivista
Abstract: Indoor localization of mobile agents using wireless technologies is becoming very important in military and civil applications. This paper introduces an approach for the indoor localization of a mini UAV based on Ultra-WideBand technology, low cost IMU and vision based sensors. In this work an Extended Kalman Filter (EKF) is introduced as a possible technique to improve the localization. The proposed approach allows to use a low-cost Inertial Measurement Unit (IMU) in the prediction step and the integration of vision-odometry for the detection of markers nearness the touchdown area. The ranging measurements allow to reduce the errors of inertial sensors due to the limited performance of accelerometers and gyros. The obtained results show that an accuracy of 10 cm can be achieved.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/78355 Collegamento a IRIS

2013 Customers’ activity recognition in intelligent retail environments
New Trends in Image Analysis and Processing – ICIAP 2013
Autore/i: Frontoni, Emanuele; Raspa, Paolo; Mancini, Adriano; Zingaretti, Primo; V., Placidi
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/129063 Collegamento a IRIS

2013 Road pavement crack automatic detection by MMS images
21st Mediterranean Conference on Control and Automation-MED 2013
Autore/i: A. Mancini; E. S. Malinverni; E. Frontoni; P. Zingaretti
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Abstract: The research topic was to test different feature extraction methods to localize road pavement cracks useful to construct a spatial database for the pavement distress monitoring. Several images were acquired by means of a line scan camera that assembled in a Mobile Mapping System (MMS) allows tracking directly the position of the images by a GPS-INS system. Following an automatic digital image processing was performed by means of several algorithms based on different approaches (edge detection and fuzzy set theory). The detected cracks were described with some parameters in relation to some shape characteristics (dimension, typology, direction), which are necessary to recognize the gravity of the road pavement conditions. The edge detection techniques tested in this research allowed identifying fatigue cracking or alligator cracking and also thin linear cracks in images with strong radiometric jumps by applying filters, gradient functions and morphological operators. The snake approach was one of them, in particular the type called Gradient Vector Flow (GVF). Another approach was based on the fuzzy theory. The advantage of this method is that the pixels, necessary to identify the cracks in road pavement, are darker than their surroundings in an image. The last stage was the pavement distress spatial database collection. The Mobile Mapping System (MMS) has allowed localizing the raster data and consequently the vector features of the detected cracks, associating into the table their attributes too. The proposed approaches allow to automatically localize and classify the kind of road pavement crack.
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/129067 Collegamento a IRIS

2013 Design and test of a precise mobile GPS tracker
21st Mediterranean Conference on Control and Automation
Autore/i: G. Luchetti; G. Servici; E. Frontoni; A. Mancini; P. Zingaretti
Editore: IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/129064 Collegamento a IRIS

2013 A Novel Method for Fast Processing of Large Remote Sensed Image
Image Analysis and Processing – ICIAP 2013
Autore/i: Adriano Mancini; Anna Nora Tassetti; Alessandro Cinnirella; Emanuele Frontoni; Primo Zingaretti
Classificazione: 2 Contributo in Volume
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/129065 Collegamento a IRIS

2013 Energy Harvesting for Smart Shoes: A Real Life Application
MESA 2013
Autore/i: Emanuele Frontoni; Adriano Mancini; Primo Zingaretti; Andrea Gatto
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/104665 Collegamento a IRIS

2012 Automatic road object extraction from Mobile Mapping Systems
Proceedings of 2012 8th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, MESA 2012
Autore/i: Mancini A.; Frontoni E.; Zingaretti P.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/82747 Collegamento a IRIS

2012 Summarization of echo-Doppler videos for computer-aided diagnosis
Proceedings of 2012 8th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, MESA 2012
Autore/i: Bucchi M.; Frontoni E.; Mancini A.; Zingaretti P.
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/82748 Collegamento a IRIS

2012 Object Road Extraction from Mobile Mapping System Dataset
Proceedings GIRPR12
Autore/i: Mancini, A.; Frontoni, Emanuele; Zingaretti, Primo
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/104662 Collegamento a IRIS

2012 A Biased Extended Kalman Filter for Indoor Localization of a Mobile Agent using Low-Cost IMU and UWB Wireless Sensor Network
Proc. 10th IFAC Symposium on Robot Control
Autore/i: A. Benini; A. Mancini; A. Marinelli; S. Longhi
Classificazione: 4 Contributo in Atti di Convegno (Proceeding)
Scheda della pubblicazione: https://iris.univpm.it/handle/11566/74195 Collegamento a IRIS


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