Università degli Studi di Modena e Reggio Emilia Dipartimento di Ingegneria dell’Informazione ImageLab: Attività di ricerca e sviluppo in video-sorveglianza Prof. Ing. Rita Cucchiara ImageLab ImageLab Dipartimento di Ingegneria dell’Informazione Università di Modena e Reggio Emilia, Italy

Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia Imagelab Imagelab Laboratory of Image Analysis for Computer Vision and Multimedia Dipartimento di Ingegneria dell’Informazione Università di Modena e Reggio Emilia, Italy Staff Prof. Rita Cucchiara, PhD (Faculty staff) Ing.Andrea Prati, PhD (Faculty staff) Ing. Costantino Grana,PhD ( Faculty staff) Ing. Roberto Vezzani,PhD (post-Doc ) Ing. Simone Calderara (PhD student) Ing. Giovanni Gualdi( Ph-d Student) Ing. Daniele Borghesani (fellow) Dr. Amit Tilvankar(visiting researcher) Ing, Rudi Melli, Vision-E Ing. Giuliano Pistoni, Vision-E Ing. Emanuele PeriniVision-E Prof. Massimo Piccardi (University of Technology, Sidney) 10 Un-graduated students…

Research Activities at ImageLab Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia Computer Vision for robotic automation Transcoding for Multimedia Image analysis for Medical Imaging Video analysis for telemetry People and vehicle surveillance Video analysis for indoor/outdoor surveillance Multimedia: video annotation Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

CV for robotic automation Projects in collaboration with companies with local and regional support: some examples Vision-Based Navigation for AGV Vehicle ( ) Research activity in vision-based localization, navigation and Obstacle detection for Automated Guided Vehicle. Research activity in vision-based localization, navigation and Obstacle detection for Automated Guided Vehicle. System for automatic creation of ceramic mosaics ( ) Research activity in the development of a complete robotic system for the automatic creation of ceramic mosaics. Research activity in the development of a complete robotic system for the automatic creation of ceramic mosaics. Detecting borders in labels for textile implants ( ) Research activity in the development of a complete robotic system for the automatic creation of ceramic mosaics. Research activity in the development of a complete robotic system for the automatic creation of ceramic mosaics. Analysis of car vibrations ( ) analysis of head vibration in Ferrari cars analysis of head vibration in Ferrari cars Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Medical Imaging Medical Imaging: Dental tomography ( ) Echocardiography ( Burhnam Institute, CA, USA) ( ) Dermatological image analysis ( ) Segmentation Segmentation Feature analysis Feature analysis Mosaicing Mosaicing Retrieval Retrieval Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Multimedia Cache performance analysis ( ) MIUR ITALIAN Project ( ) MIUR ITALIAN Project ( ) Video Transcoding ( ) Video Annotation ( ) EU VI FP DELOS Project ( ) EU VI FP DELOS Project ( ) EU VII FP VIDI-VIDEO Project ( ) EU VII FP VIDI-VIDEO Project ( ) Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Video surveillance- old projects  Experiments since 1996 ( University of Ferrara, University of Bololgna)  Projects with Bologna Municipality ( )  Sakbot project (University of Modena) ( )  “Domotica per Disabili” Project indoor surveillance ( )  Sakbot for Traficon ( ) Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Video-surveillance now (1/2)  LAICA (Laboratorio di Ambient Intelligence per una Città Amica) funded by Regione Emilia-Romagna, Italy ( ?) Collab. With WTI Techn., Regulus, Comune Reggio Emilia… Surveillance in public parks with distributed and ptz cameras.  BE-SAFE Bheavior lEarning foir Surveillance application with feature extraction –NATO Science for Peace program ( ) With Israel (Hebrew Yniv, Magal)  Automatic real-time detection of infiltrated objects for security of airports and train stations ( ) Australian Research Council with University of tecnlogy, Sidney  FREE-SURF: Free Surveillance in a Privacy Respectful way Funded by Italian MUR PRIN Project ( ) With Univ. of firenze, Palermo, IRST Trento Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Video-surveillance now (2/2) Video-surveillance now (2/2)  Collaboration with Municipal Policy of Modena for forensis analysis ( )  Mobile remote Surveillance ( ) funded by ER PRIITT project with Sistemi integrati spa  Traffic analysis on highway (2007) with Digitek spa  VISOR Project in Vidivideo ( )  Smoke detection (WTI 2007) Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

People real time remote surveillance  “Domotica per Disabili” FCR Modena  Posture detection for domotic application  2006 PRIITT “Videosorveglianza mobile” Sistemi Integrati remote surveillance with h264 streaming

Remote Surveillance  Mobile surveillance  Int. Symp. On Multimedia 2007 Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Projects at imagelab  vehicle and traffic surveillance - Traficon (B) S.Diego highway

Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia Projects at ImageLab  LAICA Project Laboratorio di Ambient Intelligence per una Città Amica Piano Telematico ER  Public park in Reggio Emilia,  Modena Campus

Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia Projects at ImageLab  Automatic real-time detection of infiltrated objects for security of airports and train stations  ( ) Automatic real-time detection of infiltrated objects for security of airports and train stations Australian Research Council

Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia Project at imagelab  NEW  Free SURF free surveillance in a privacy respectful way MIUR PRIN Project (national coordinator)  BE SAFE Behavioral lEarning in Surveilled Areas with Feature Extraction NATO Science for Peace project with Israel

Multiple-people Multiple-camera surveillance 1) single fixed camera SAKBOT: Moving object segmentation (PAMI 2003) SAKBOT: Moving object segmentation (PAMI 2003) Shadow analysis (PAMI2003) Shadow analysis (PAMI2003) Tracking with occlusions (PR-submitted) Tracking with occlusions (PR-submitted) Posture analysis(T SMC 2004) Posture analysis(T SMC 2004) Face detection (PRL 2005) Face detection (PRL 2005) 2) single moving PT camera Mosaicing Mosaicing Motion clustering (RTI 2004) Motion clustering (RTI 2004) 3) multiple (overlapped FoVs) cameras HECOL Homography and Epipolar based consistent labeling (PAMI Submitted, CVIU) HECOL Homography and Epipolar based consistent labeling (PAMI Submitted, CVIU) 4) multiple (not overlapped FoVs) cameras Color analysis and retrieval Color analysis and retrieval 5) Trajectory analysis trajectory clustering for abnormality detection trajectory clustering for abnormality detection Rita Cucchiara- ImageLAB-DII Università di Modena e Reggio Emilia

Multiple-people Multiple-camera surveillance at ImageLab Sakbot Ad hoc Hecol PPC Projects and prototypes since 1996