@STRING{dii-pr = "Dipartimento di Ingegneria dell'Informazione, Universit\`{a} di Parma, Italy" } @STRING{vis-pr = "Laboratorio visione Artificiale del Dipartimento di Ingegneria dell'Informazione, Universit\`{a} di Parma, Italy" } @InProceedings{ aiia.ferrara, author = "Massimo Bertozzi AND Alberto Broggi AND Gianni Conte AND Alessandra Fascioli", title = "{Vision-based Automated Vehicle Guidance: the experience of the ARGO vehicle}", booktitle = "{IAPRVA - Tecniche di Intelligenza Artificiale e Pattern Recognition per la Visione Artificiale}", pages = "35--40", month = apr, year = 1998 } @InProceedings{ aiia99, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{The ARGO Autonomous Vehicle}", booktitle = "Atti del 6 Congresso dell'Associazione Italiana per l'Intelligenza Artificiale", address = "Bologna, Italy", pages = "503--506", year = 1999, month = sep } @InProceedings{ ancona, author = "Giovanni Adorni AND Massimo Bertozzi AND Alberto Broggi", title = "{Dove Andare? Algoritmo Adattivo per il Riconoscimento della Corsia di Marcia}", booktitle = "Procs. del Workshop Congiunto su Apprendimento Automatico e Percezione", year = 1995, month = jun, address = "Ancona, Italy", publisher = "AI*IA" } @InCollection{ ancona.ws, author = "Giovanni Adorni AND Massimo Bertozzi AND Alberto Broggi", title = "{Visual Guidance for Autonomous Robots: a Case Study}", booktitle = "Machine Learning and Perception", month = may, year = 1996, editor = "Guido Tascini AND Primo Zingaretti AND Floriana Esposito AND Vito Roberto", volume = 23, pages = "65--74", series = "Machine Perception and Artificial Intelligence", publisher = "World Scientific", address = "Singapore", note = "ISBN~981022642X" } @PhDThesis{ bertoz-phdthesis, author = "Massimo Bertozzi", title = "{Real-Time Image Processing for Automotive Applications}", year = 1998, month = feb, address = "viale delle Scienze, I-43100 Parma, Italy", school = dii-pr } @InCollection{ book.kluwer, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli", title = "{Requirements for Visual Perception of Automotive Environments}", booktitle = "Multimedia Video-Based Surveillance Systems. Requirements, Issues and Solutions", year = 2000, editor = "Gian Luca Foresti AND Petri M{\"a}h{\"o}nen AND Carlo S. Regazzoni", publisher = "Kluwer Academic Publishers", chapter = "1.3", pages = "21--34", address = "Boston, USA", series = "the Kluwer international series in engineering and computer science", month = sep, note = "ISBN~0792379276", volume = "573" } @InProceedings{ camp97, author = "Alberto Broggi AND Massimo Bertozzi AND Francesco Gregoretti AND Roberto Passerone AND Claudio Sanso\`e AND Leonardo Reyneri", title = "{A Dedicated Image Processor Exploiting Both Spatial and Instruction-Level Parallelism}", booktitle = "Procs. IEEE Computer Architectures for Machine Perception", year = 1997, month = oct, pages = "106--115", editor = "Charles C. Weems Jr.", eprint = "doi:10.1109/CAMP.1997.631909", address = "Boston, USA" } @Article{ canpc, author = "Paolo Marenzoni and Giovanni Rimassa and Michele Vignali and Massimo Bertozzi and Gianni Conte and Pietro Rossi", title = "{An Operating System Support to Low-Overhead Communications in NOW Clusters }", booktitle = "Procs. of Communication and Architectural Support for Network-Based Parallel Computing CANPC`97", journal = "Lecture Notes in Computer Science", pages = "130--143", publisher = "Springer-Verlag", volume = 1199, month = feb, year = 1997, address = "San Antonio, Texas" } @InProceedings{ capri.pr, author = "Giovanni Adorni AND Massimo Bertozzi AND Alberto Broggi", title = "{Massively Parallel Road/Lane Detection}", booktitle = "Procs. AATTE - 4\textsuperscript{th} Intl.~Conf.~on Applications of Advanced Technologies in Transportation Engineering", year = 1995, month = jun, conf = "4\textsuperscript{th} Intl.~Conf.~on Applications of Advanced Technologies in Transportation Engineering", address = "Capri, Italy" } @Article{ como, author = "Massimo Bertozzi AND Alberto Broggi AND Stefano Castelluccio", title = "{A Real-Time Oriented System for Vehicle Detection}", journal = "Journal of Systems Architecture", year = 1997, month = mar, volume = "43", number = "1-5", pages = "317--325", publisher = "Elsevier Science", address = "Amsterdam, The Netherlands" } @TechReport{ disco-disi, author = "Massimo Bertozzi AND Giovanni Chiola AND Giuseppe Ciaccio AND Gianni Conte AND Paolo Marenzoni AND Agostino Poggi AND Pietro Rossi", title = "{DISCO Report on the state-of-the-art of PC Cluster Computing}", institution = "Dipartimento di Informatica e Scienze dell'Informazione, Universit{\`a} di Genova", month = dec, number = "DISI-TR-98-09", year = 1998 } @InProceedings{ donow, author = "Massimo Bertozzi AND Gianni Conte AND Agostino Poggi", title = "{DONOW: Analysis of an Application Case Study}", month = oct, booktitle = "Procs.~Workshop on Data Intensive Applications in Computer Clusters", address = "Genova, Italy", year = 1999 } @InProceedings{ eusipco96, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Real-Time Obstacle Detection using Stereo Vision}", booktitle = "{Proceedings EUSIPCO-96 - VIII European Signal Processing Conference}", address = "Trieste, Italy", month = sep, pages = "1463--1466", year = "1996" } @Article{ expert, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli", title = "{ARGO and the MilleMiglia in Automatico Tour}", pages = "55--64", volume = 14, number = 1, journal = "IEEE Intelligent Systems", month = jan # "--" # feb, eprint = "doi:10.1109/5254.747906", publisher = "IEEE Press", address = "Piscataway, USA", year = "1999" } @InProceedings{ genova.pft.pr, author = "Giovanni Adorni AND Massimo Bertozzi AND Alberto Broggi", title = "{Riconoscimento della Corsia di Marcia mediante Tecniche Massivamente Parallele}", booktitle = "Atti del Secondo Convegno Nazionale Progetto Finalizzato Trasporti 2", year = 1995, month = may, conf = "Secondo Convegno Nazionale Progetto Finalizzato Trasporti 2", editor = "{Consiglio Nazionale delle Ricerche}", address = "Genova, Italy" } @InProceedings{ ias-6, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Visual Perception and Learning in Road Environments}", booktitle = "Procs.~6\textsuperscript{th} Intl.~Conf.~on Intelligent Autonomous Systems, IAS-6 ", year = 2000, address = "Venice, Italy", month = jul, pages = "885--892" } @InProceedings{ ica3pp97, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Real-Time Obstacle Detection on a Massively Parallel Linear Architecture}", booktitle = "Procs. ICA3PP`97 - Intl.~Conf.~on Algorithms and Architectures for Parallel Processing", eprint = "doi:10.1109/ICAPP.1997.651520", pages = "535--542", editor = "Andrzej Goscinski AND Michael Hobbs AND Wanlei Zhou", publisher = "World Scientific", year = 1997 } @InProceedings{ icip96, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{A Stereo Vision System for Real-Time Automotive Obstacle Detection}", month = sep, address = "Lausanne, Switzerland", conf = "{1996 IEEE Intl.~Conf.~on Image Processing}", booktitle = "{Procs. 3\textsuperscript{rd} IEEE Intl.~Conf.~on Image Processing}", eprint = "doi:10.1109/ICIP.1996.560970", pages = "681--684", year = 1996 } @Article{ ieee.computer, author = "Massimo Bertozzi AND Alberto Broggi", title = "{Vision-based Vehicle Guidance}", journal = "IEEE Computer", month = jul, volume = 30, pages = "49--55", number = 7, eprint = "doi:10.1109/2.596628", publisher = "IEEE Press", address = "Piscataway, USA", year = 1997, if = "0.791" } @Article{ ieee.ip.gold, author = "Massimo Bertozzi AND Alberto Broggi", title = "{GOLD: a Parallel Real-Time Stereo Vision System for Generic Obstacle and Lane Detection}", journal = "{IEEE Trans.~on Image Processing}", eprint = "doi:10.1109/83.650851", year = 1998, month = jan, number = 1, volume = 7, publisher = "IEEE Press", address = "Piscataway, USA", pages = "62--81", if = "2.185" } @Article{ ijics, author = "Massimo Bertozzi AND Alberto Broggi AND Corrado {Guarino Lo Bianco} AND Alessandra Fascioli AND Aurelio Piazzi", title = "{The ARGO Autonomous Vehicle's Vision and Control Systems}", journal = "International Journal of Intelligent Control and Systems", publisher = "World Scientific Publishing", address = "Singapore", year = "1999", month = dec, volume = "3", number = "4", pages = "409--441", } @InProceedings{ ipps99, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Stefano Tommesani", title = "{Addressing Real-Time Requirements of Automatic Vehicle Guidance with MMX Technology}", booktitle = "{Procs.~4\textsuperscript{th} Intl.~Workshop on Embedded HPC Systems and Applications (EHPC`99) - Second Merged Symposium IPPS/SPDP 1999}", editor = "Jos\`e Rolim et al.", month = apr, pages = "1407-1417", address = "San Juan, Puerto Rico", year = "1999" } @InProceedings{ isata97, author = "Massimo Bertozzi AND Alberto Broggi AND Denis Colla AND Alessandra Fascioli", title = "{Sensing of Automotive Environments Using Stereo Vision}", booktitle = "Procs. ISATA - Intl.~Symposium on Automotive Technology and Automation", year = 1997, pages = "425--432", publisher = "ISATA", address = "Florence, Italy" } @InProceedings{ isata99, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli", title = "{Critical Analysis of Stereo Vision-based Guidance System}", booktitle = "Proceedings ISATA - International Symposium on Automotive Technology and Automation", year = 1999, pages = "161--168", month = jun, publisher = "ISATA", address = "Wien, Austria" } @InProceedings{ its2000, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Development and Test of an Intelligent Vehicle Prototype}", booktitle = "Procs.~7\textsuperscript{th} World Congress on Intelligent Transportation System", address = "Turin, Italy", year = 2000, month = nov, } @InProceedings{ itsc99, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Performance Analysis of a Low-Cost Solution to Vision-Based Obstacle Detection}", booktitle = "Procs. IEEE Intl.~Conf.~on Intelligent Transportation Systems`99", year = 1999, address = "Tokyo, Japan", pages = "350--355", eprint = "doi:10.1109/ITSC.1999.821080", month = oct } @InProceedings{ iv96, author = "Massimo Bertozzi AND Alberto Broggi", title = "{Real-Time Lane and Obstacle Detection on the GOLD System}", booktitle = "Procs. IEEE Intelligent Vehicles Symposium`96", month = sep, pages = "213--218", xorganization = "", address = "Tokyo, Japan", eprint = "doi:10.1109/IVS.1996.566380", year = 1996 } @InProceedings{ iv97, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Obstacle and Lane Detection on ARGO}", booktitle = "Procs. IEEE Intl.~Conf.~on Intelligent Transportation Systems`97", pages = "1010--1015", year = 1997, address = "Boston, USA", eprint = "doi:10.1109/ITSC.1997.660612", month = nov } @InProceedings{ iv98-1, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{An extension to the Inverse Perspective Mapping to handle non-flat roads}", booktitle = "Procs. IEEE Intelligent Vehicles Symposium`98", year = 1998, pages = "305--310", address = "Stuttgart, Germany", month = oct } @InProceedings{ iv98-2, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Stefano Tommesani", title = "{Experiments using MMX-based processors for real-time image processing on the ARGO vehicle}", booktitle = "Procs. IEEE Intelligent Vehicles Symposium`98", year = 1998, pages = "505--510", address = "Stuttgart, Germany", month = oct } @Article{ jsa, author = "Massimo Bertozzi AND Alberto Broggi", title = "{Tools for code Optimization and System Evaluation of the Image Processing System PAPRICA-3}", journal = "{Journal of Systems Architecture}", year = 1999, pages = "519--542", month = feb, volume = 45, eprint = "doi:10.1016/S1383-7621(98)00021-6", publisher = "Elsevier Science", address = "Amsterdam, The Netherlands", number = "6-7" } @Article{ lj, title = "{Autonomous Vehicles}", author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", journal = "Linux Journal", volume = "59", pages = "40--45", month = mar, publisher = "Specialized Systems Consultants, Inc.", address = "Seattle, USA", year = 1999 } @Article{ lj.ita, title = "{Sistemi di Guida Automatica}", author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", journal = "Linux Journal edizione italiana", volume = "2", pages = "32--37", month = dec # "--" # jan, year = 1999 # "--" # 2000 } @Article{ mpi-boselli, author = "Massimo Bertozzi AND Franco Boselli AND Gianni Conte AND Monica Reggiani", title = "{An MPI Implementation on the Top of the Virtual Interface Architecture}", booktitle = "Recent Advances in Parallel Virtual Machine and Message Passing Interface", journal = "Lecture Notes in Computer Science", publisher = "Springer-Verlag", volume = 1697, year = 1999, address = "Barcelona, Spain", month = sep, pages = "199--206", editor = "J. Dongarra, E. Luque, T. Margalef" } @Article{ mpipov, author = "Massimo Bertozzi AND Alessandro Fava AND Emanuele Fava", title = "{MPIPOV: a Parallel Implementation of POV-Ray Based on MPI}", booktitle = "Recent Advances in Parallel Virtual Machine and Message Passing Interface", journal = "Lecture Notes in Computer Science", publisher = "Springer-Verlag", volume = 1697, year = 1999, address = "Barcelona, Spain", month = sep, pages = "426--433", editor = "J. Dongarra, E. Luque, T. Margalef" } @Article{ pbt, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Stereo Inverse Perspective Mapping: Theory and Applications}", journal = "{Image and Vision Computing Journal}", year = 1998, pages = "585--590", volume = 8, publisher = "Elsevier Science", address = "Amsterdam, The Netherlands", number = "16" } @Article{ ras, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Vision-based Intelligent Vehicles: state of the art and perspectives}", journal = "Journal of Robotics and Autonomous Systems", publisher = "Elsevier Science", address = "Amsterdam, The Netherlands", month = jun, volume = 32, number = 1, year = "2000", eprint = "doi:10.1016/S0921-8890(99)00125-6", pages = "1--16" } @Article{ rivista, author = "Giovanni Adorni AND Massimo Bertozzi AND Alberto Broggi", title = "{Individuazione dei Bordi Strada e della Corsia di Marcia mediante Computazione Massivamente Parallela}", journal = "Rivista di Informatica", month = sep # "--" # dec, pages = "137--149", volume = "XXVII", number = "3", year = 1997 } @InProceedings{ roma.pft, author = "Massimo Bertozzi AND Alberto Broggi AND Gianni Conte AND Alessandra Fascioli", title = "{Il Veicolo Prototipo ARGO: Allestimento e Test}", booktitle = "Atti del Convegno Nazionale Progetto Finalizzato Trasporti 2", year = 1999, month = nov, editor = "{Consiglio Nazionale delle Ricerche}", address = "Roma, Italy" } @Article{ rti99, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli", title = "{Architectural Issues on Vision-based Automatic Vehicle Guidance: the Experience of the ARGO Project}", journal = "Real Time Imaging Journal", editor = "Phillip A.~Laplante AND Alexander D.~Stoyenko", publisher = "Academic Press", address = "Cambridge, UK", year = "2000", volume = "6", number = "4", month = aug, eprint = "doi:10.1006/rtim.1999.0191", pages = "313--324", note = "ISSN~1077-2014" } @InProceedings{ spie98, author = "Massimo Bertozzi AND Alberto Broggi AND Gianni Conte AND Alessandra Fascioli", title = "{The Experience of the ARGO Autonomous Vehicle}", booktitle = "Procs. SPIE - Enhanced and Synthetic Vision 1998", address = "Orlando, FL", month = apr, volume = "3364", pages = "218--229", eprint = "doi:10.1117/12.317473", year = 1998 } @InProceedings{ spie99, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli", title = "{The MilleMiglia in Automatico Tour: Results and Critical Analysis}", booktitle = "{Procs.~SPIE - Enhanced and Synthetic Vision 1999}", address = "Orlando, FL", volume = "3691", pages = "195--205", month = apr, year = 1999 } @InProceedings{ taormina.pft, author = "Massimo Bertozzi AND Alberto Broggi AND Gianni Conte AND Alessandra Fascioli", title = "{Elaborazione di Immagini in Tempo-Reale su Autoveicolo}", booktitle = "Atti del Terzo Convegno Nazionale Progetto Finalizzato Trasporti 2", year = 1997, month = nov, editor = "{Consiglio Nazionale delle Ricerche}", address = "Taormina, Italy" } @MastersThesis{ tesi-bertozzi, author = "Massimo Bertozzi", title = "Reti di Petri Stocastiche: Analisi su Architetture a Parallelismo Massivo", school = "\emph{Universit\`a degli Studi di Parma - Facolt\`a di Ingegneria}, Italy", month = jul, year = 1994 } @Book{ thebook, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli AND Gianni Conte", title = "{Automatic Vehicle Guidance: the Experience of the ARGO Vehicle}", publisher = "World Scientific", address = "Singapore", month = apr, note = "ISBN~9810237200", year = 1999 } @InProceedings{ iv2000-vd, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Stefano Nichele", title = "{Stereo Vision-based Vehicle Detection}", booktitle = "Procs. IEEE Intelligent Vehicles Symposium 2000", year = 2000, address = "Detroit, USA", month = oct, eprint = "doi:10.1109/IVS.2000.898315", pages = "39--44" } @InProceedings{ iv2000-pd, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Massimiliano Sechi", title = "{Shape-based Pedestrian Detection}", booktitle = "Procs. IEEE Intelligent Vehicles Symposium 2000", year = 2000, address = "Detroit, USA", month = oct, eprint = "doi:10.1109/IVS.2000.898344", pages = "215--220" } @InProceedings{ wsdaal2000, author = "Massimo Bertozzi AND Marco Panella AND Monica Reggiani", title = "{A VIA support for the LAM/MPI suite}", booktitle = "Procs.~Workshop on Sistemi Distribuiti: Algoritmi, Architetture e Linguaggi", year = 2000, address = "Ischia, Italy", month = sep, } @InCollection{ book.vlacic, author = "Alberto Broggi AND Massimo Bertozzi AND Gianni Conte AND Alessandra Fascioli", title = "{ARGO Prototype Vehicle}", booktitle = "Intelligent Vehicle Technologies", month = jun, year = 2001, editor = "Ljubisa Vlacic AND Fumio Harashima AND Michel Parent", publisher = "Butterworth--Heinemann", chapter = "14", pages = "445--493", address = "London, UK", note = "ISBN~0750650931" } @Article{ ieee.its.2000, author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli AND Corrado {Guarino Lo Bianco} AND Aurelio Piazzi", title = "{Visual Perception of Obstacles and Vehicles for Platooning}", journal = "IEEE Trans.~on Intelligent Transportation Systems", publisher = "IEEE Press", address = "Piscataway, USA", year = "2000", volume = 1, number = 3, month = sep, eprint = "doi:10.1109/6979.892153", pages = "164--176" } @InProceedings{ pdp2001, author = "Massimo Bertozzi AND Marco Panella AND Monica Reggiani", title = "{Design of a VIA based communication protocol for LAM/MPI suite}", booktitle = "Procs. 9\textsuperscript{th} Euromicro Workshop on Parallel and Distributed Processing PDP 2001", year = 2001, address = "Mantova, Italy", month = feb, eprint = "doi:10.1109/EMPDP.2001.904967", pages = "27--33" } @InProceedings{ icra2001, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli", title = "{Self-Calibration of a Stereo Vision System for Automotive Applications}", booktitle = "Procs.~IEEE Intl.~Conf.~on Robotics and Automation", year = 2001, address = "Seoul, Korea", month = may, pages = "3698--3703", eprint = "doi:10.1109/ROBOT.2001.933193", volume = 4 } @InProceedings{ itsc2001, author = "Abdelaziz Bensrhair AND Massimo Bertozzi AND Alberto Broggi AND Pierre Mich{\'e} AND St{\'e}phane Mousset AND Gwena{\"e}lle Toulminet", title = "{A Cooperative Approach to Vision-based Vehicle Detection}", booktitle = "Procs. IEEE Intl.~Conf.~on Intelligent Transportation Systems 2001", year = 2001, address = "Oakland, USA", month = aug, eprint = "doi:10.1109/ITSC.2001.948657", pages = "209--214" } @Article{ ieee.its.2001, author = "Aurelio Piazzi AND Corrado {Guarino Lo Bianco} AND Massimo Bertozzi AND Alessandra Fascioli AND Alberto Broggi", title = "{Quintic G\textsuperscript{2}-splines for the Iterative Steering of Vision-based Autonomous Vehicles}", journal = "IEEE Trans.~on Intelligent Transportation Systems", publisher = "IEEE Press", address = "Piscataway, USA", year = "2002", volume = 3, number = 1, month = mar, eprint = "doi:10.1109/6979.994793", pages = "27--36" } @InCollection{ book.prassi, author = "Massimo Bertozzi AND Alberto Broggi AND Gianni Conte AND Alessandra Fascioli", title = "{Stereo Vision System Performance Analysis}", booktitle = "Enabling Technologies for the PRASSI Autonomous Robot", month = jan, year = 2002, editor = "Sergio Taraglio AND Vincenzo Nanni", publisher = "ENEA", pages = "68--73", address = "Rome, Italy", note = "ISBN~8882860248" } @InProceedings{ iv2002-pd-ants, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Paolo Lombardi", title = "{Vision-based Pedestrian Detection: will Ants Help?}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2002", year = 2002, address = "Paris, France", pages = "1--7", volume = 1, eprint = "doi:10.1109/IVS.2002.1187919", month = jun } @InProceedings{ iv2002-vd-stereo, author = "Abdelaziz Bensrhair AND Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND St{\'e}phane Mousset AND Gwena{\"e}lle Toulminet", title = "{Stereo Vision-based Feature Extraction for Vehicle Detection}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2002", year = 2002, address = "Paris, France", pages = "465--470", volume = 2, eprint = "doi:10.1109/IVS.2002.1187994", month = jun } @Article{ ieee.procs.2002, author = "Massimo Bertozzi AND Alberto Broggi AND Massimo Cellario AND Alessandra Fascioli AND Paolo Lombardi AND Marco Porta", title = "{Artificial Vision in Road Vehicles}", journal = "Proceedings of the IEEE - Special issue on ``Technology and Tools for Visual Perception''", publisher = "IEEE Press", address = "Piscataway, USA", year = "2002", volume = 90, number = 7, month = jul, eprint = "doi:10.1109/JPROC.2002.801444", pages = "1258--1271", note = "ISSN~0018-9219" } @InProceedings{ itsc2002, author = "Luisa Andreone AND Pier Claudio Antonello AND Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Daniele Ranzato", title = "{Vehicle Detection and Localization in Infra-Red Images}", booktitle = "Procs. IEEE Intl.~Conf.~on Intelligent Transportation Systems 2002", year = 2002, address = "Singapore", month = sep, eprint = "doi:10.1109/ITSC.2002.1041203", pages = "141--146" } @InProceedings{ aiia2002.siena, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Amos Tibaldi", title = "{An Evolutionary Approach to Lane Markings Detection in Road Environments}", booktitle = "Atti del 6\textsuperscript{o} Convegno dell'Associazione Italiana per l'Intelligenza Artificiale", address = "Siena, Italy", pages = "627--636", year = 2002, month = sep } @InProceedings{ robo2002.frascati, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Amos Tibaldi", title = "{Experiments in Robotics for Intelligent Road Vehicles}", booktitle = "Atti della 1\textsuperscript{a} Conferenza Nazionale ``Sistemi Autonomi Intelligenti e Robotica Avanzata''", address = "Frascati, Italy", year = 2002, pages = "127--136", editor = "Claudio Moriconi AND Ramiro dell'Erba", month = oct } @InProceedings{ iv2003-ir-vw, author = "Massimo Bertozzi AND Alberto Broggi AND Thorsten Graf AND Paolo Grisleri AND Marc-Michael Meinecke", title = "{Pedestrian Detection in Infrared Images}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2003", year = 2003, address = "Columbus, USA", eprint = "doi:10.1109/IVS.2003.1212991", pages = "662--667", month = jun } @InProceedings{ itsc2003, author = "Massimo Bertozzi AND Alberto Broggi AND Roland Chapuis AND Fr{\'e}d{\'e}ric Chausse AND Alessandra Fascioli AND Amos Tibaldi", title = "{Shape-based pedestrian detection and localization}", booktitle = "Procs. IEEE Intl.~Conf.~on Intelligent Transportation Systems 2003", year = 2003, address = "Shangai, China", month = oct, eprint = "doi:10.1109/ITSC.2003.1251972", pages = "328--333" } @Article{ magdeburg-dagm2003, author = "Massimo Bertozzi AND Alberto Broggi AND Marcello Carletti AND Alessandra Fascioli AND Thorsten Graf AND Paolo Grisleri AND Marc-Michael Meinecke", title = "{IR Pedestrian Detection for Advanced Driver Assistance Systems}", booktitle = "Procs. 25\textsuperscript{th} Pattern Recognition Symposium", journal = "Lecture Notes in Computer Science", publisher = "Springer-Verlag", volume = 2781, month = sep, year = 2003, eprint = "doi:10.1007/978-3-540-45243-0_74", pages = "582--590", address = "Magdeburg, Germany" } @InProceedings{ iv2004-annotation, author = "Massimo Bertozzi AND Alberto Broggi AND Paolo Grisleri AND Amos Tibaldi AND Michael {Del Rose}", title = "{A Tool for Vision based Pedestrian Detection Performance Evaluation}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2004", year = 2004, address = "Parma, Italy", pages = "784--789", eprint = "doi:10.1109/IVS.2004.1336484", month = jun } @InProceedings{ iv2004-tracking-clermont, author = "Alberto Broggi AND Massimo Bertozzi AND Roland Chapuis AND Fr{\'e}d{\'e}ric Chausse Alessandra Fascioli AND Amos Tibaldi", title = "{Pedestrian Localization and Tracking System with Kalman Filtering}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2004", year = 2004, address = "Parma, Italy", pages = "584--589", eprint = "doi:10.1109/IVS.2004.1336449", month = jun } @InProceedings{ iv2004-lefee, author = "David Lef{\'e}e AND St{\'e}phane Mousset AND Abdelaziz Bensrhair AND Massimo Bertozzi", title = "{Cooperation of Passive Vision Systems in Detection and Tracking of Pedestrians}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2004", year = 2004, address = "Parma, Italy", pages = "768--773", eprint = "doi:10.1109/IVS.2004.1336481", month = jun } @TechReport{ tacom2-2-2003, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Amos Tibaldi", title = "{2\textsuperscript{nd} Interim Report on Human Shape Localization Research Project}", institution = vis-pr, month = jan, number = "DII-VISLAB-TR001-2003", year = 2003 } @TechReport{ tacom2-3-2003, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Amos Tibaldi", title = "{3\textsuperscript{rd} Interim Report on Human Shape Localization Research Project}", institution = vis-pr, month = jan, number = "DII-VISLAB-TR002-2003", year = 2003 } @TechReport{ tacom2-4-2003, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Amos Tibaldi", title = "{Final Report on Human Shape Localization Research Project}", institution = vis-pr, month = jan, number = "DII-VISLAB-TR003-2003", year = 2003 } @TechReport{ tacom2-5-2004, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Paolo Grisleri AND Amos Tibaldi", title = "{Final Report on Human Shape Localization Research Project}", institution = vis-pr, month = apr, number = "DII-VISLAB-TR003-2004", year = 2004 } @TechReport{ tacom3-1-2004, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Paolo Grisleri", title = "{1\textsuperscript{st} Interim Report on IR Human Localization Research Project}", institution = vis-pr, month = jan, number = "DII-VISLAB-TR001-2004", year = 2004 } @TechReport{ tacom3-2-2004, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Paolo Grisleri", title = "{2\textsuperscript{nd} Interim Report on IR Human Localization Research Project}", institution = vis-pr, month = mar, number = "DII-VISLAB-TR002-2004", year = 2004 } @TechReport{ tacom3-3-2004, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Andrea Lasagni", title = "{3\textsuperscript{nd} Interim Report on IR Human Localization Research Project}", institution = vis-pr, month = jun, number = "DII-VISLAB-TR003-2004", year = 2004 } @TechReport{ tacom3-4-2004, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Andrea Lasagni", title = "{Final Report on IR Human Localization Research Project}", institution = vis-pr, month = nov, number = "DII-VISLAB-TR004-2004", year = 2004 } @TechReport{ tacom4-1-2005, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Guido Vezzoni", title = "{1\textsuperscript{st} Interim Report on Human Shape Localization Research Project}", institution = vis-pr, month = dec, number = "DII-VISLAB-TR001-2005", year = 2005 } @TechReport{ tacom4-1-2006, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Guido Vezzoni", title = "{2\textsuperscript{st} Interim Report on Human Shape Localization Research Project}", institution = vis-pr, month = mar, number = "DII-VISLAB-TR001-2006", year = 2006 } @TechReport{ tacom4-2-2006, author = "Massimo Bertozzi AND Alberto Broggi AND Paolo Grisleri AND Stefano Ghidoni AND Mirko Felisa AND Guido Vezzoni", title = "{Final Report on Human Shape Localization Research Project}", institution = vis-pr, month = sep, number = "DII-VISLAB-TR002-2006", year = 2006 } @Article{ ieee.vt.2004, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli AND Thorsten Graf AND Marc-Michael Meinecke", title = "{Pedestrian Detection for Driver Assistance Using Multiresolution Infrared Vision}", journal = "IEEE Trans.~on Vehicular Technology", publisher = "IEEE Press", year = 2004, month = nov, eprint = "doi:10.1109/TVT.2004.834878", pages = "1666--1678", volume = 53, number = 6, note = "ISSN~0018-9545" } @Book{ finfoa-2004, author = "Massimo Bertozzi AND Eduardo Calabrese", title = "{Lezioni di Fondamenti di Informatica~A}", address = "Parma, Italy", publisher = "{Libreria Universitaria Santa Croce}", month = sep, year = 2004 } @InProceedings{ iv2005-tacom, author = "Massimo Bertozzi AND Alberto Broggi AND Michael {Del Rose} AND Andrea Lasagni", title = "{Infrared Stereo Vision-based Human Shape Detection}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2005", year = 2005, address = "Las Vegas, USA", pages = "23--28", eprint = "doi:10.1109/IVS.2005.1505072", month = jun } @InProceedings{ iv2005-apalaci, author = "Massimo Bertozzi AND Alberto Broggi AND Paolo Medici AND Pier Paolo Porta AND Rossano Vitulli", title = "{Obstacle Detection for Start-Inhibit and Low Speed Driving}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2005", year = 2005, address = "Las Vegas, USA", pages = "568--573", eprint = "doi:10.1109/IVS.2005.1505164", month = jun } @InProceedings{ otcbvs2005-infrared, author = "Massimo Bertozzi AND Emanuele Binelli AND Alberto Broggi AND Michael {Del Rose}", title = "{Stereo Vision-based approaches for Pedestrian Detection}", booktitle = "Procs.~Intl.~IEEE Wks.~on Object Tracking and Classification in and Beyond the Visible Spectrum", year = 2005, address = "San Diego, USA", eprint = "doi:10.1109/CVPR.2005.534", month = jun } @Article{ ieee.tip.2006, author = "Gwena{\"e}lle Toulminet AND Massimo Bertozzi AND St{\'e}phane Mousset AND Abdelaziz Bensrhair AND Alberto Broggi", title = "{Vehicle Detection by means of Stereo Vision-based Obstacles Features Extraction and Monocular Pattern Analysis}", journal = "IEEE Trans.~on Image Processing", year = 2006, volume = 15, number = 8, pages = "2364--2375", eprint = "doi:10.1109/TIP.2006.875174", note = "ISSN~1057-7149" } @InProceedings{ iv2006-tacom, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Guido Vezzoni AND Michael {Del Rose}", title = "{Low-level Pedestrian Detection by means of Visible and Far Infra-red Tetra-vision}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2006", year = 2006, address = "Tokyo, Japan", pages = "231--236", eprint = "doi:10.1109/IVS.2006.1689633", month = jun } @InProceedings{ iv2006-apalaci, author = "Massimo Bertozzi AND Alberto Broggi AND Paolo Medici AND Pier Paolo Porta AND Agneta Sj{\"o}gren", title = "{Stereo Vision-Based Start-Inhibit for Heavy Goods Vehicles}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2006", year = 2006, address = "Tokyo, Japan", pages = "350--355", eprint = "doi:10.1109/IVS.2006.1689653", month = jun } @Article{ cviu.2007.tetravision, author = "Massimo Bertozzi AND Alberto Broggi AND Claudio Caraffi AND Mike {Del Rose} AND Mirko Felisa AND Guido Vezzoni", title = "{Pedestrian Detection by means of Far-infrared Stereo Vision}", journal = "Computer Vision and Image Understanding", publisher = "Elsevier Science", volume = 106, number = 2, month = may # "--" # jun, pages = "194--204", year = "2007", eprint = "doi:10.1016/j.cviu.2006.07.016" } @InCollection{ springer.book.tetra, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Stefano Ghidoni AND Paolo Grisleri AND Guido Vezzoni AND Cristina {Hilario G{\'o}mez} AND Mike {Del Rose}", title = "{Multi Stereo-based Pedestrian Detection by means of Daylight and Far Infrared Cameras}", booktitle = "Object Tracking and Classification Beyond the Visible Spectrum", series = "Lecture Notes in Computer Science", editor = "Riad Ibrahim Hammoud", publisher = "Springer-Verlag", pages = "371--401", month = jan, year = 2009, eprint = "doi:10.1007/978-1-84800-277-7_16", note = "{ISBN: 978-1-84800-276-0}" } @Article{ ieee.computer.2006, author = {Massimo Bertozzi AND Alberto Broggi AND Alessandra Fascioli}, title = "{VisLab and the Evolution of Vision-Based UGVs}", journal = "IEEE Computer", volume = 39, number = 12, month = dec, year = 2006, note = "{ISSN: 0018-9162}", pages = "31--38", publisher = {IEEE Computer Society}, eprint = "doi:10.1109/MC.2006.448", address = {Los Alamitos, CA, USA} } @InProceedings{ iv2007-hotspots, author = "Alberto Broggi AND Massimo Bertozzi AND Stefano Ghidoni AND Marc Michael Meinecke", title = "{A Night Vision Module for the Detection of Distant Pedestrians}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2007", year = 2007, address = "Istanbul, Turkey", pages = "25--30", eprint = "doi:10.1109/IVS.2007.4290086", month = jun } @InProceedings{ iv2007-tacom, author = "Alberto Broggi AND Massimo Bertozzi AND Rean Isabella Fedriga AND Cristina Hilario Gomez AND Guido Vezzoni AND Michael {Del Rose}", title = "{Pedestrian Detection in Far Infrared Images based on the use of Probabilistic Templates}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2007", year = 2007, address = "Istanbul, Turkey", pages = "327--332", eprint = "doi:10.1109/IVS.2007.4290135", month = jun } @InCollection{ fsr2007-tacomsnakes, author = "Massimo Bertozzi AND Alberto Broggi AND Stefano Ghidoni AND Mike {Del Rose}", title = "{Pedestrian Shape Extraction by means of Active Contours}", journal = "Springer Tracts in Advanced Robotics", publisher = "Springer-Verlag", year = 2008, editor = "Laugier, Christian AND Siegwart, Roland ", booktitle = "Procs.~Intl.~Conf.~on Field and Service Robotics", address = "Chamonix, France", volume = "2008", number = "42", pages = "265--274", eprint = "doi:10.1007/978-3-540-75404-6_25", notes = "ISBN: 978-3-540-75403-9 ISSN: 1610-7438", month = jun } @InProceedings{ itsc2007-tacomsym, author = "Alberto Broggi AND Massimo Bertozzi AND Mike {Del Rose} AND Mirko Felisa", title = "{A Symmetry-based Validator and Refinement System for Pedestrian Detection in Far Infrared Images}", booktitle = "Procs.~IEEE Intl.~Conf.~on Intelligent Transportation Systems 2007", year = 2007, address = "Seattle, WA, USA", pages = "155--160", eprint = "doi:10.1109/ITSC.2007.4357695", month = sep } @InProceedings{ itsc2007-tacomhog, author = "Alberto Broggi AND Massimo Bertozzi AND Mike {Del Rose} AND Mirko Felisa AND A. Rakotomamonjy AND F. Suard", title = "{A Pedestrian Detector Using Histograms of Oriented Gradients and a Support Vector Machine Classificator}", booktitle = "Procs.~IEEE Intl.~Conf.~on Intelligent Transportation Systems 2007", year = 2007, address = "Seattle, WA, USA", pages = "144--148", eprint = "doi:10.1109/ITSC.2007.4357692", month = sep } @InCollection{ ivia2007, author = "Massimo Bertozzi AND Alberto Broggi AND Luca Bombini AND Claudio Caraffi AND Stefano Cattani AND Pietro Cerri AND Alessandra Fascioli AND Mirko Felisa AND Rean Isabella Fedriga AND Stefano Ghidoni AND Paolo Grisleri AND Paolo Medici AND Marco Paterlini AND Pier Paolo Porta AND Matteo Posterli AND Paolo Zani", title = "{Vision Technologies for Intelligent Vehicles}", series = "Lecture Notes in Computer Science", publisher = "Springer-Verlag", volume = "4692/2007", year = 2007, editor = "Bruno Apolloni AND Robert J. Howlett AND Lakhmi C. Jain", address = "Vietri sul Mare, Italy", pages = "704--711", booktitle = "Knowledge-Based Intelligent Information and Engineering Systems", eprint = "doi:10.1007/978-3-540-74819-9_87", note = "ISBN: 978-3-540-74817-5, ISSN: 0302-9743", month = sep } @Article{ ieeeintlsystem2008, author = "Massimo Bertozzi AND Luca Bombini AND Alberto Broggi AND Pietro Cerri AND Paolo Grisleri AND Paolo Zani", title = "{GOLD: A framework for developing intelligent-vehicle vision applications}", volume = 23, number = 1, journal = "IEEE Intelligent Systems", month = jan # "--" # feb, publisher = "IEEE Press", address = "Piscataway, USA", eprint = "doi:10.1109/MIS.2008.6", pages = "69--71", year = 2008 } @InProceedings{ iv2008-motionstereo, author = "Massimo Bertozzi AND Luca Bombini AND Pietro Cerri AND Paolo Medici AND Pier~Claudio Antonello AND Maurizio Miglietta", title = "{Obstacle Detection and Classification fusing Radar and Vision}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2008", year = 2008, address = "Eindhoven, Netherlands", pages = "608--613", eprint = "doi:10.1109/IVS.2008.4621304", month = jun } @TechReport{ tacom6-1-2008, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Paolo Zani", title = "{1\textsuperscript{st} Report on Integrated Stereo Infrared and Color Human Detection on the ART platform Research Project}", institution = vis-pr, month = jan, number = "DII-VISLAB-TR001-2008", year = 2008 } @Booklet{ brevetto-vw-2005, author = "Thorsten Graf AND Marc-Michael Meinecke AND Alberto Broggi AND Alessandra Fascioli AND Massimo Bertozzi AND Paolo Grisleri", title = "{Kollisionobject-Erkennungssystem}", year = 2005, month = jan, note = "German Patent Office, Patent nr.~DE~10329054.0, Publication date: 2005-01-13" } @Booklet{ brevetto-de102004003556, author = "Thorsten Graf AND Rolf Schmidt AND Marc-Michael Meinecke AND Alberto Broggi AND Alessandra Fascioli AND Massimo Bertozzi AND Paolo Grisleri AND Marcello Carletti", title = "{Collision object e.g. person, searching process for use in motor vehicle, involves searching and identifying collision objects in areas, of original image, where no collision objects are found in intermediate image}", year = 2005, month = sep, note = "European Patent Office, Publication nr.~DE102004003556, Publication date: 2005-09-22" } @Booklet{ brevetto-de102004028324, author = "Thorsten Graf AND Marc-Michael Meinecke AND Alberto Broggi AND Alessandra Fascioli AND Massimo Bertozzi AND Paolo Grisleri AND Marcello Carletti", title = "{Thermal imaging system for use in a vehicle driver assistance system to provide information or warnings has image processing means with specific animal models for automatic animal and human type identification}", year = 2005, month = feb, note = "European Patent Office, Publication nr.~DE102004028324, Publication date: 2005-02-17" } @Booklet{ brevetto-de102006001033, author = "Thorsten Graf AND Marc-Michael Meinecke AND Alberto Broggi AND Alessandra Fascioli AND Massimo Bertozzi AND Paolo Grisleri AND Stefano Ghidoni", title = "{Onboard system for automobiles allows pedestrians to be identified and tracked using input from cameras}", year = 2006, month = sep, note = "European Patent Office, Publication nr.~DE102006001033, Publication date: 2006-02-07" } @Booklet{ brevetto-de502004001878d, author = "Thorsten Graf AND Marc-Michael Meinecke AND Alberto Broggi AND Alessandra Fascioli AND Massimo Bertozzi AND Paolo Grisleri", title = "{System for identification of collision objects}", year = 2006, month = dec, note = "European Patent Office, Publication nr.~DE502004001878D, Publication date: 2006-12-14" } @Article{ spienewsroom2009, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Paolo Grisleri AND Michael {Del Rose}", title = "{Combining Camera Systems for Human Shape Detection}", journal = "SPIE Newsroom", year = 2009, month = feb, eprint = "doi:10.1117/2.1200902.1472", note = "ISSN: 1818-2259." } @InProceedings{ asi2009, author = "Massimo Bertozzi AND Luca Bombini AND Alberto Broggi AND Michele Buzzoni AND Andrea Cappalunga AND Elena Cardarelli AND Stefano Cattani AND Pietro Cerri AND Mirko Felisa AND Rean Isabella Fedriga AND Luca Gatti AND Paolo Grisleri AND Luca Mazzei AND Paolo Medici AND Pier Paolo Porta AND Paolo Zani", title = "{VisLab's Experience on Autonomous Driving in Extreme Environments}", booktitle = "Procs.~ASI Wks.~ on Robotica mobile per l'esplorazione lunare unmanned", year = 2009, address = "Roma, Italy", month = jul } @InCollection{ springer.book.smartcameras2009, author = "Massimo Bertozzi AND Luca Bombini AND Alberto Broggi AND Paolo Grisleri AND Pier~Paolo Porta", title = "{Camera-Based Automotive Systems}", booktitle = "Smart Cameras", editor = "Ahmed Nabil Belbachir", publisher = "Springer US", pages = "319--338", month = oct, year = 2009, eprint = "doi:10.1007/978-1-4419-0953-4_18", note = "{ISBN: 978-1-4419-0952-7}" } @Article{ hindawi2010, author = "Massimo Bertozzi AND Pietro Cerri AND Mirko Felisa AND Stefano Ghidoni AND Michael Del Rose", title = "{Pedestrian Validation in Infra-red Images by means of Active Contours and Neural Networks}", journal = "EURASIP Journal on Advances in Signal Processing - Special issue on ``Advanced Image Processing for Defense and Security Applications''", eprint = "doi:10.1155/2010/752567", volume = 2010, month = jun, year = 2010, note = "{ISSN: 1687-6172}" } @TechReport{ tacom6-3-2008, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Paolo Grisleri", title = "{FinalReport on Integrated Stereo Infrared and Color Human Detection on the ART platform Research Project}", institution = vis-pr, month = oct, number = "DII-VISLAB-TR003-2008", year = 2008 } @TechReport{ tacom6-2-2008, author = "Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Paolo Grisleri", title = "{2\textsuperscript{st} Report on Integrated Stereo Infrared and Color Human Detection on the ART platform Research Project}", institution = vis-pr, month = jun, number = "DII-VISLAB-TR002-2008", year = 2008 } @TechReport{ tacom5-2007, author = " Massimo Bertozzi AND Alberto Broggi AND Mirko Felisa AND Stefano Ghidoni", title = "{Final Report on Integrated Stereo Infrared and Color Human Detection on the ART platform Research Project}", institution = vis-pr, month = mar, number = "DII-VISLAB-TR002-2007", year = 2007 } @InProceedings{ itswc2010, author = "Massimo Bertozzi AND Luca Bombini AND Alberto Broggi AND Michele Buzzoni AND Elena Cardarelli AND Stefano Cattani AND Pietro Cerri AND Stefano Debattisti AND Rean Isabella Fedriga AND Mirko Felisa AND Luca Gatti AND Alessandro Giacomazzo AND Paolo Grisleri AND Maria Chiara Laghi AND Luca Mazzei AND Paolo Medici AND Matteo Panciroli AND Pier~Paolo Porta AND Paolo Zani", title = "{The VisLab Intercontinental Autonomous Challenge: 13,000 km, 3 months, no driver}", year = "2010", month = oct, booktitle = "Procs.~17\textsuperscript{th} World Congress on ITS", address = "Busan, South Korea" } @InProceedings{ iciap2011.tunnel, author = "Massimo Bertozzi AND Alberto Broggi AND Gionata Boccalini AND Luca Mazzei", title = "{Fast Vision-based Road Tunnel Detection}", booktitle = "Procs. 16\textsuperscript{th} Intl.~Conf.~on Image Analysis and Processing (ICIAP'11)", year = 2011, month = sep, pages = "424--433", eprint = "doi:10.1007/978-3-642-24088-1_44", address = "Ravenna, Italy", note = "ISBN: 978-3-642-24087-4" } @InProceedings{ iv2011.viac, author = "Massimo Bertozzi AND Luca Bombini AND Alberto Broggi AND Michele Buzzoni AND Elena Cardarelli AND Stefano Cattani AND Pietro Cerri AND Alessandro Coati AND Stefano Debattisti AND Andrea Falzoni AND Rean Isabella Fedriga AND Mirko Felisa AND Luca Gatti AND Alessandro Giacomazzo AND Paolo Grisleri AND Maria Chiara Laghi AND Luca Mazzei AND Paolo Medici AND Matteo Panciroli AND Pier Paolo Porta AND Paolo Zani AND Pietro Versari", title = "{VIAC: an Out of Ordinary Experiment}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2011", year = 2011, address = "Baden Baden, Germany", pages = "175--180", month = jun, eprint = "doi:10.1109/IVS.2011.5940531", note = "ISSN: 1931-0587" } @Article{ jras2011, author = "Massimo Bertozzi AND Alberto Broggi AND Elena Cardarelli AND Rean Isabella Fedriga AND Luca Mazzei AND Pier~Paolo Porta", title = "{VIAC Expedition Toward Autonomous Mobility}", journal = "Robotics and Automation Magazine", publisher = "IEEE", month = sep, volume = "18", number = "3", pages = "120--124", eprint = "doi:10.1109/MRA.2011.942490", year = "2011", note = "ISSN: 1070-9932" } @InCollection{ springer.book.2012.bertozzi, author = "Massimo Bertozzi", title = "{Image Processing for Vehicular Applications}", pages = "999--1009", chapter = "Vision-based Systems", eprint = "doi:10.1007/978-0-85729-085-4_38", publisher = "Springer", booktitle = "Handbook of Intelligent Vehicles", month = mar, year = 2012, editor = "Azim Eskandarian", series = "Springer Reference", volume = "411", address = "Heidelberg, Germany", note = "ISBN 978-0-85729-084-7" } @InProceedings{ girpr2012.viac, author = "Massimo Bertozzi AND Alberto Broggi AND Elena Cardarelli AND Stefano Cattani AND Maria Chiara Laghi", title = "{Equipment and Capabilities of the Vehicles for the VisLab Intercontinental Autonomous Challenge}", booktitle = "Procs.~GIRPR 2012", year = "2012", address = "Pontignano, Siena, Italy", month = may } @InProceedings{ itsc2012.lgv, author = "Massimo Bertozzi AND Luca Bombini AND Alberto Broggi AND Alessandro Coati", title = "{A smart Vision System for advanced LGV Navigation and Obstacle Detection}", booktitle = "Procs.~IEEE Intelligent Transportation Systems 2012", year = "2012", address = "Anchorage, AK, USA", pages = "508--513", eprint = "doi:10.1109/ITSC.2012.6338760", month = sep } @Article{ ieee.its.magazine.2013, author = "Massimo Bertozzi AND Alberto Broggi AND Alessandro Coati AND Rean Isabella Fedriga", title = "{A 13,000 km Intercontinental Trip with Driverless Vehicles: The VIAC Experiment}", journal = "IEEE Intelligent Transportation System Magazine", year = 2013, address = "Piscataway, USA", pages = "28--41", eprint = "doi:10.1109/MITS.2012.2225651", volume = 5, number = 1, note = "ISSN: 1939-1390" } @InProceedings{ altroiciap, author = "Massimo Bertozzi AND Rean Isabella Fedriga AND Carlo D'Ambrosio", title = "{Adverse driving conditions alert: Investigations on the SWIR bandwidth for road status monitoring}", booktitle = "Procs.~IAPR Intl.~Conf.~on Image Analysis and Processing -- ICIAP 2013", year = 2013, month = sep, pages = "592--601", editor = "Alfredo Petrosino", publisher = "Springer", series = "Lecture Notes in Computer Science", volume = "8156", eprint = "doi:10.1007/978-3-642-41181-6_60", address = "Heidelberg", note = "ISBN: 978-3-642-41183-0" } @InProceedings{ iciap2013.sceneclass, author = "Nicola Bernini AND Massimo Bertozzi AND Luca Devincenzi AND Luca Mazzei", title = "{Comparison of Three Approaches for Scenario Classification for the Automotive Field}", booktitle = "Procs.~IAPR Intl.~Conf.~on Image Analysis and Processing -- ICIAP 2013", year = 2013, month = sep, pages = "582--591", editor = "Alfredo Petrosino", publisher = "Springer", series = "Lecture Notes in Computer Science", volume = "8156", eprint = "doi:10.1007/978-3-642-41181-6_59", address = "Heidelberg", note = "ISBN: 978-3-642-41183-0" } @InProceedings{ iciap2013.pedswir, author = "Massimo Bertozzi AND Rean Isabella Fedriga AND Alina Miron AND Jean-Luc Reverchon", title = "{Pedestrian Detection in Poor Visibility Conditions: Would SWIR Help?}", booktitle = "Procs.~IAPR Intl.~Conf.~on Image Analysis and Processing -- ICIAP 2013", year = 2013, month = sep, pages = "229--238", editor = "Alfredo Petrosino", publisher = "Springer", series = "Lecture Notes in Computer Science", volume = "8157", eprint = "doi:10.1007/978-3-642-41184-7_24", address = "Heidelberg", note = "ISBN: 978-3-642-41183-0" } @Article{ hswir2014, title = "{SWIR Cameras for the Automotive Field: Two Test Cases}", author = "Nicola Bernini AND Massimo Bertozzi AND Pietro Cerri AND Rean Isabella Fedriga ", journal = "ISRN Automotive Engineering", year = 2014, publisher = "Hindawi Publishing Corporation", eprint = "doi:10.1155/2014/858979", note = "ISSN: 2314-6362" } @InProceedings{ iv2015v-charge, author = "Massimo Bertozzi AND Luca Castangia AND Stefano Cattani AND Antonio Prioletti AND Pietro Versari", title = "{360$^\circ$ Detection and Tracking Algorithm of both Pedestrian and Vehicle using Fisheye images}", booktitle = "Procs.~IEEE Intelligent Vehicles Symposium 2015", year = 2015, pages = "132--137", address = "Seoul, Korea", doi = {10.1109/IVS.2015.7225675}, eprint = {10.1109/IVS.2015.7225675}, month = jun } @Conference{ visapp22, author = {Anthony Dell'Eva AND Fabio Pizzati AND Massimo Bertozzi AND Raoul {de Charette}.}, title = "{Leveraging Local Domains for Image-to-Image Translation}", booktitle = {Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP,}, year = {2022}, pages = {179-189}, publisher = {SciTePress}, organization = {INSTICC}, eprint = {10.5220/0010848900003124}, doi = {10.5220/0010848900003124}, note = "best paper award VISAPP 2022", isbn = {978-989-758-555-5} } @InProceedings{ controlo2022, author = {Francesco Laneve AND Alessandro Rucco AND Massimo Bertozzi}, editor = "Brito Palma, Lu{\'i}s and Neves-Silva, Rui and Gomes, Lu{\'i}s", title = "{A Trajectory Optimization Strategy for Merging Maneuvers of Autonomous Vehicles}", booktitle = "CONTROLO 2022", year = {2022}, publisher = "Springer International Publishing", address = "Cham", pages = "3--14", isbn = "978-3-031-10047-5", note = "best paper award CONTROLO 2022", eprint = {10.1007/978-3-031-10047-5_1} } @InProceedings{ patchmatch, author = {Marco Orsingher AND Paolo Zani AND Paolo Medici AND Massimo Bertozzi}, booktitle = {2022 IEEE Intelligent Vehicles Symposium (IV)}, title = "{Revisiting PatchMatch Multi-View Stereo for Urban 3D Reconstruction}", year = {2022}, volume = {}, number = {}, pages = "190--196", doi = {10.1109/IV51971.2022.9827259}, eprint = {10.1109/IV51971.2022.9827259} } @InProceedings{ efficient, author = "Marco Orsingher AND Paolo Zani AND Paolo Medici AND Massimo Bertozzi", editor = "Sclaroff, Stan and Distante, Cosimo and Leo, Marco and Farinella, Giovanni M. and Tombari, Federico", title = "{Efficient View Clustering and Selection for City-Scale 3D Reconstruction}", booktitle = "Image Analysis and Processing -- ICIAP 2022", year = "2022", publisher = "Springer International Publishing", address = "Cham", pages = "114--124", doi = {10.1007/978-3-031-06430-2_10}, eprint = {10.1007/978-3-031-06430-2_10}, abstract = "Image datasets have been steadily growing in size, harming the feasibility and efficiency of large-scale 3D reconstruction methods. In this paper, a novel approach for scaling Multi-View Stereo (MVS) algorithms up to arbitrarily large collections of images is proposed. Specifically, the problem of reconstructing the 3D model of an entire city is targeted, starting from a set of videos acquired by a moving vehicle equipped with several high-resolution cameras. Initially, the presented method exploits an approximately uniform distribution of poses and geometry and builds a set of overlapping clusters. Then, an Integer Linear Programming (ILP) problem is formulated for each cluster to select an optimal subset of views that guarantees both visibility and matchability. Finally, local point clouds for each cluster are separately computed and merged. Since clustering is independent from pairwise visibility information, the proposed algorithm runs faster than existing literature and allows for a massive parallelization. Extensive testing on urban data are discussed to show the effectiveness and the scalability of this approach.", isbn = "978-3-031-06430-2" } @InProceedings{ shortcuts, author = "Tomaso Fontanini AND Filippo Botti AND Andrea Prati AND Massimo Bertozzi", editor = "Sclaroff, Stan and Distante, Cosimo and Leo, Marco and Farinella, Giovanni M. and Tombari, Federico", title = "{Avoiding Shortcuts in Unpaired Image-to-Image Translation}", booktitle = "Image Analysis and Processing -- ICIAP 2022", year = "2022", publisher = "Springer International Publishing", address = "Cham", pages = "463--475", doi = {10.1007/978-3-031-06427-2_39}, eprint = {10.1007/978-3-031-06427-2_39}, isbn = "978-3-031-06427-2" } @InProceedings{ drone2018, author = {Francesco Valenti AND Domenico Giaquinto AND Luigi Musto AND Andrea Zinelli AND Massimo Bertozzi AND Alberto Broggi}, booktitle = {2018 21st International Conference on Intelligent Transportation Systems (ITSC)}, title = "{Enabling Computer Vision-Based Autonomous Navigation for Unmanned Aerial Vehicles in Cluttered GPS-Denied Environments}", year = {2018}, pages = "3886--3891", eprint = {10.1109/ITSC.2018.8569695}, doi = {10.1109/ITSC.2018.8569695} } @Article{ rafael2018, author = {Vivacqua, Rafael Peixoto Derenzi and Bertozzi, Massimo and Cerri, Pietro and Martins, Felipe Nascimento and Vassallo, Raquel Frizera}, journal = {IEEE Transactions on Intelligent Transportation Systems}, title = "{Self-Localization Based on Visual Lane Marking Maps: An Accurate Low-Cost Approach for Autonomous Driving}", year = {2018}, volume = {19}, number = {2}, pages = {582--597}, eprint = {10.1109/TITS.2017.2752461}, doi = {10.1109/TITS.2017.2752461} } @Article{ mesaintro2018, author = {Bertozzi, Massimo and Chen, Bo and Zingaretti, Primo}, journal = {IEEE Transactions on Intelligent Transportation Systems}, title = "{Introduction to the Special Issue on Applications of Mechatronic and Embedded Systems (MESA) in ITS}", year = {2018}, volume = {19}, number = {2}, pages = {530--532}, eprint = {10.1109/TITS.2018.2792338}, doi = {10.1109/TITS.2018.2792338} } @Article{ mesaintro2015, author = {Bertozzi, Massimo and Chen, Bo and Gao, Yanqing and Zingaretti, Primo}, journal = {IEEE Transactions on Intelligent Transportation Systems}, title = "{Introduction to the Special Issue on Mechatronic and Embedded Systems and Applications in ITS}", year = {2015}, volume = {16}, number = {6}, pages = {3479--3481}, eprint = {10.1109/TITS.2015.2495378}, doi = {10.1109/TITS.2015.2495378} } @Article{ underwater2022, author = "Munsif Ali AND Anwar Khan AND Massimo Bertozzi AND Ubaid Ullah AND Saleh M. Altowaijri AND Ihsan Ali AND Salman Iqbal6", title = "{Energy and Path-Aware-Reliable Routing in Underwater Acoustic Wireless Sensor Networks}", journal = "Underwater Wireless Communications and Networks", publisher = "Hindawi Publishing Corporation", year = "2022", volume = 14, month = sep, eprint = "doi:10.1155/2022/8535244", doi = "doi:10.1155/2022/8535244", note = "ISSN: 1530-8669" } @InProceedings{ 3dv2022, author = {Anthony Dell'Eva and Marco Orsingher and Massimo Bertozzi}, booktitle = {Procs.~2022 International Conference on 3D Vision (3DV)}, title = "{Arbitrary Point Cloud Upsampling with Spherical Mixture of Gaussians}", year = {2022}, pages = {465-474}, doi = "doi:10.1109/3DV57658.2022.00058", eprint = "doi:10.1109/3DV57658.2022.00058", publisher = "IEEE Computer Society", address = "Los Alamitos, CA, USA", note = "ISBN-13: 978-1-6654-5670-8", month = "sep" } @Article{ acm2023, author = "Tomaso Fontanini AND Luca Donati AND Massimo Bertozzi AND Andrea Prati", title = "{Unsupervised Discovery and Manipulation of Continuous Disentangled Factors of Variation}", journal = "ACM Transactions on Multimedia Computing, Communications, and Applications", publisher = "IEEE", year = "2023", volume = 19, month = may, eprint = "doi:10.1145/3591358", doi = "doi:10.1145/3591358", note = "ISSN: 1551-6857, EISSN: 1551-6865" } @InProceedings{ iciap2023, author = {Tomaso Fontanini and Claudio Ferrari and Massimo Bertozzi and Andrea Prati}, booktitle = "Procs.~Intl.~Conf.~on Image Analysis and Processing -- ICIAP 2023", year = 2023, month = sep, pages = "209--221", editor = "Gian Luca Foresti and Andrea Fusiello and Edwin Hancock", title = "{Automatic Generation of Semantic Parts for Face Image Synthesis}", doi = "doi:10.1007/978-3-031-43148-7_18", eprint = "doi:10.1007/978-3-031-43148-7_18", publisher = "Springer", series = "Lecture Notes in Computer Science", volume = "14233", address = "Heidelberg", note = "ISBN: 978-3-031-43147-0" } @Article{ frankenmask2023, title = "{FrankenMask: Manipulating semantic masks with transformers for face parts editing}", journal = {Pattern Recognition Letters}, volume = {176}, pages = {14--20}, year = {2023}, issn = {0167-8655}, doi = "doi:j.patrec.2023.10.010", url = {https://www.sciencedirect.com/science/article/pii/S0167865523002829}, author = {Tomaso Fontanini and Claudio Ferrari and Giuseppe Lisanti and Leonardo Galteri and Stefano Berretti and Massimo Bertozzi and Andrea Prati}, eprint = "doi:j.patrec.2023.10.010", publisher = "Elsevier" } @Article{ ejc2023, author = {Laneve, Francesco and Rucco, Alessandro and Bertozzi, Massimo}, title = "{A Real-time Collision-free Maneuver Generation Algorithm for Autonomous Driving}", year = {2023}, journal = {European Journal of Control}, volume = {74}, doi = "doi:10.1016/j.ejcon.2023.100865", eprint = "doi:10.1016/j.ejcon.2023.100865", pages = "3--8", publisher = "Elsevier" } @InProceedings{ icpr2024, author = {Munsif Ali AND Leonardo Rossi AND Massimo Bertozzi}, title = "{CFTS-GAN: Continual Few-Shot Teacher Student for Generative Adversarial Networks}", editor = "Antonacopoulos, Apostolos and Chaudhuri, Subhasis and Chellappa, Rama and Liu, Cheng-Lin and Bhattacharya, Saumik and Pal, Umapada", booktitle = "Procs.~Intl.~Conf.~on Pattern Recognition -- ICPR 2024", series = "Lecture Notes in Computer Science", volume = "15325", year = "2025", publisher = "Springer Nature Switzerland", address = "Cham", pages = "249--262", abstract = "Few-shot and continual learning face two well-known challenges in GANs: overfitting and catastrophic forgetting. Learning new tasks results in catastrophic forgetting in deep learning models. In the case of a few-shot setting, the model learns from a very limited number of samples (e.g. 10 samples), which can lead to overfitting and mode collapse. So, this paper proposes a Continual Few-shot Teacher-Student technique for the generative adversarial network (CFTS-GAN) that considers both challenges together. Our CFTS-GAN uses an adapter module as a student to learn a new task without affecting the previous knowledge. To make the student model efficient in learning new tasks, the knowledge from a teacher model is distilled to the student. In addition, the Cross-Domain Correspondence (CDC) loss is used by both teacher and student to promote diversity and to avoid mode collapse. Moreover, an effective strategy of freezing the discriminator is also utilized for enhancing performance. Qualitative and quantitative results demonstrate more diverse image synthesis and produce qualitative samples comparatively good to very stronger state-of-the-art models.", eprint = "doi:10.1007/978-3-031-78389-0_17", isbn = "978-3-031-78389-0" } @Article{ ieeeaccess25, author = {Tomaso Fontanini and Clauduio Ferrari and Giuseppe Lisanti and Massimo Bertozzi and Andrea Prati}, journal = {IEEE Access}, publisher = "IEEE", title = "{Semantic Image Synthesis via Class-adaptive Cross-attention}", year = {2025}, volume = {}, number = {}, pages = {1-1}, keywords = {Semantics;Image synthesis;Feature extraction;Generators;Feeds;Layout;Convolutional codes;Shape;Diffusion models;Training;Semantic image synthesis;cross-attention;image editing}, doi = {10.1109/ACCESS.2025.3529216}, eprint = "doi:10.1109/ACCESS.2025.3529216" } @Article{ mars2025, author = "Alex Ergasti AND Tomaso Fontanini AND Claudio Ferrari AND Massimo Bertozzi AND Andrea Prati", title = "{Mars: Paying More Attention to Visual Attributes for Text-based Person Search}", journal = "ACM Transactions on Multimedia Computing, Communications, and Applications", publisher = "IEEE", year = "2025", volume = 21, number = 3, month = march, eprint = "doi:10.1145/3721482", doi = "doi:10.1145/3721482", note = "ISSN: 1551-6857, EISSN: 1551-6865" } @InProceedings{ icpr2024-control, author = "Alex Ergasti AND Claudio Ferrari AND Tomaso Fontanini AND Massimo Bertozzi AND Andrea Prati", editor = "Palaiahnakote, Shivakumara and Schuckers, Stephanie and Ogier, Jean-Marc and Bhattacharya, Prabir and Pal, Umapada and Bhattacharya, Saumik", title = "{Controllable Face Synthesis with Semantic Latent Diffusion Models}", booktitle = "Pattern Recognition. ICPR 2024 International Workshops and Challenges", year = "2025", publisher = "Springer Nature Switzerland", address = "Cham", pages = "337--352", doi = "doi:10.1007/978-3-031-87660-8_25", eprint = "doi:10.1007/978-3-031-87660-8_25", series = "Lecture Notes in Computer Science", volume = "15615", isbn = "978-3-031-87660-8" } @Misc{ rivisteint, title = "{International Journals:}" } @Misc{ rivistenaz, title = "{Italian Journals:}" } @Misc{ books, title = "{Books and Book Contributions:}" } @Misc{ conferenzeint, title = "{International Conference Proceedings:}" } @Misc{ conferenzenaz, title = "{Italian Conference Proceedings:}" } @Misc{ techreports, title = "{Technical Reports:}" } @Misc{ other, title = "{Other:}" } @Misc{ patents, title = "{Patents:}" } @Misc{ didattica, title = "{Teaching books:}" } @Book{ cina, title = "智能车辆:智能交通系统的关键技术", author = "Alberto Broggi AND Massimo Bertozzi AND Alessandra Fascioli AND Gianni Conte", publisher = "人民交通出版社 (China Communications Press)", address = "China", note = "ISBN 7114044828", cineserie = "智能车辆, 王武宏, 布罗吉, A. (Broggi, Alberto), 布图兹, M., 法肖利, A.(Fascioli, Alessandra)", year = 2002 }