Proyecto

TEC2011-25995 (EventVideo): Estrategias de Segmentación, Detección y Seguimiento de Objetos en Entornos Complejos para la Detección de Eventos en Video-vigilancia y Monitorización (2011-2014)

Strategies for segmentation, detection and tracking of objects in complex environments for the
Detection of Events in Video-Surveillance and Monitoring
Participants: VPU-LAB (EPS-UAM)
Main researcher: Martinez Sanchez, Jose María
Researchers: Bescós Cano, Jesús, Caro Campos, Luis, Escudero Viñolo, Marcos, García, Miguel Angel, Garcia-Martin, Alvaro, Martin Nieto, Rafael, Martinez Sanchez, Jose María, Navarro Fajardo, Fulgencio, Ortego Hernandez, Diego, Pacheco Almendros, Ángel, SanMiguel Avedillo, Juan Carlos, Tiburzi Paramio, Fabrizio, Valdés López, Víctor
Web link: TEC2011-25995 (EventVideo)

External Publications:

Journals

• Juan C. SanMiguel, Jose M. Martinez : "A semantic-guided and self-configurable framework for video analysis", Machine Vision And Applications


• Juan C. SanMiguel, Andrea Cavallaro, Jose M. Martinez : "Adaptive on-line performance evaluation of video trackers", IEEE Trans. on Image Processing


• Juan C. SanMiguel, Luis Caro, Jose M. Martinez : "Pixel-based colour contrast for abandoned and stolen object discrimination in video surveillance", Electronic Letters


• Alvaro Garcia-Martin, Jose M. Martinez : "On collaborative people detection and tracking in complex scenarios", Image and Vision Computing


• Juan C. SanMiguel, Jose M. Martinez : "A semantic-based probabilistic approach for real-time video event recognition", Computer Vision and Image Understanding


• Alvaro Garcia-Martin, Jose M. Martinez : "Enhanced people detection combining appearance and motion information", Electronic Letters


• Juan C. SanMiguel, Sergio Suja : "Skin detection by dual maximization of detectors agreement for video monitoring", Pattern Recognition Letters


• Rafael Martin, Jose M. Martinez : "A semi-supervised system for players detection and tracking in multicamera soccer videos", Multimedia Tools and Applications


• Juan C. SanMiguel, Andrea Cavallaro : "Temporal validation of particle filters for video tracking", Computer Vision and Image Understanding


• Alvaro Garcia-Martin, Jose M. Martinez : "Post-processing approaches for improving people detection performance", Computer Vision and Image Understanding


• Fulgencio Navarro, Marcos Escudero, Jesús Bescós : " SP-SIFT: enhancing SIFT discrimination via super-pixel-based foreground-background segregation", Electronic Letters


• Javier Molina, Jose A. Pajuelo, Marcos Escudero, Jose M. Martinez : "A natural and synthetic corpus for benchmarking of hand gesture recognition systems", Machine Vision And Applications


• Alvaro Garcia-Martin, Borja Alcedo, Jose M. Martinez : "PDbm: People detection benchmark repository", Electronic Letters


• Juan C. SanMiguel, Alvaro Calvo : "Covariance-based online validation of video tracking ", Electronic Letters


• Alvaro Garcia-Martin, Jose M. Martinez : "People Detection in Surveillance: Classification and Evaluation", IET Computer Vision

Conferences

• Juan C. SanMiguel, Andrea Cavallaro, Jose M. Martinez : "Standalone evaluation of deterministic video tracking", 2012 IEEE International Conference on Image Processing


• Alvaro Garcia-Martin, Andrea Cavallaro, Jose M. Martinez : "People-background segmentation with unequal error cost", 2012 IEEE International Conference on Image Processing


• Diego Ortego, Juan C. SanMiguel : "Stationary foreground detection for video-surveillance based on foreground and motion history images", 10th IEEE International Conference on Advanced Video and Signal based Surveillance


• Rafael Martin, Jose M. Martinez : "An automatic system for sports analytics in multi-camera tennis videos", 10th IEEE International Conference on Advanced Video and Signal based Surveillance


• Diego Ortego, Juan C. SanMiguel : "Multi-Feature Stationary Foreground Detection for Crowded Video-Surveillance", IEEE International Conference on Image Processing


• Alvaro Garcia-Martin, Ruben Heras, Thomas Sikora : "A Multi-configuration Part-based Person Detector", 11th of International Conference on Signal Processing and Multimedia Applications


• Antonio González, Rafael Martin, Jesús Bescós, Jose M. Martinez : "Single Object Long-term Tracker for Smart Control of a PTZ camera", 8th International Conference on Distributed Smart Cameras


• Fulgencio Navarro, Marcos Escudero, Jesús Bescós : "Enhancing region-based object tracking with the SP-SIFT feature", 12th International Workshop on Content-Based Multimedia Indexing


• Rafael Martin, Jose M. Martinez : "Evaluation of Bounding Box Level Fusion of Single Target Video Object Trackers", 9th International Conference Hybrid Artificial Intelligence Systems

Internal Publications:

Tesis

• Contributions to robust people detection in video-surveillance, Garcia-Martin, Alvaro, October 2013, (Tutor: Martinez Sanchez, Jose María)

Master Thesis

• Background Initialization for the task of video-surveillance, Ortego Hernandez, Diego, October 2014, (Tutor: Martinez Sanchez, Jose María)


• Anomaly Detection in Video Sequences, Caro Campos, Luis, October 2013, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• On the Fusion of Single-Target Video Objects Tracking Algorithms, Martin Nieto, Rafael, September 2013, (Tutor: Martinez Sanchez, Jose María)

Degree Project

• Seguimiento de objetos en vídeo a largo plazo, Maza Vargas, Borja, September 2016, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Detección de sombras en secuencias de video-seguridad, Rodriguez Yrezabal, Guillermo, September 2016, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Estimación de fiabilidad del seguimiento de objetos en video, Calvo Tapia, Alvaro, July 2014, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Detección jerárquica de grupos de personas, Sanchez Matilla, Ricardo, July 2014, (Tutor: Garcia-Martin, Alvaro) , (Ponente: Martinez Sanchez, Jose María)


• Seguimiento de personas en vídeo basado en detección, Porras, Raul , June 2014, (Tutor: Martinez Sanchez, Jose María)


• Entorno de desarrollo de aplicaciones de vídeo-seguridad multicámara, Sanchez Bueno, Carlos, June 2014, (Tutor: Martinez Sanchez, Jose María)


• Detección de objetos estáticos de primer plano en escenarios altamente concurridos de video-seguridad, Ortego Hernandez, Diego, September 2013, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Análisis de interacciones y actividades en entornos controlados, Suja Garrido, Sergio, December 2012, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Detección de robo/abandono de objetos en interiores utilizando cámaras de profundidad, Cordova Lucero, Fabricio, December 2012, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Generación de fondo de escena en secuencias de video-seguridad, Munyoz Garcia, Alberto, September 2012, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Evaluación comparativa de algoritmos de seguimiento de objetos (tracking), Lozano Cruz, Monica, February 2012, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)


• Evaluación comparativa de algoritmos de detección de personas en secuencias de vídeo , Alcedo Moreno, Borja, (Tutor: Garcia-Martin, Alvaro) , (Ponente: Martinez Sanchez, Jose María)


• Estimación de la densidad de personas en entornos densamente poblados, Sánchez Ricardo, Rosely, (Tutor: Garcia-Martin, Alvaro) , (Ponente: Martinez Sanchez, Jose María)


• Reconocimiento de acciones en video basado en la evolución temporal de descriptores de forma, Guzman Salido, Julia, (Tutor: Garcia-Martin, Alvaro) , (Ponente: Martinez Sanchez, Jose María)


• Análisis de actividad en vídeos deportivos multicámara, Mora, Angel, (Tutor: Martin Nieto, Rafael) , (Ponente: Martinez Sanchez, Jose María)


• Segmentación Fondo-Persona basada en la evolución temporal de mapas de confianza de detección de personas, Lara Arranz, Raul, (Tutor: Garcia-Martin, Alvaro) , (Ponente: Martinez Sanchez, Jose María)


• Preservación de privacidad de personas en vídeo-seguridad, Mateo Herrero, Jaime, (Tutor: Martinez Sanchez, Jose María)


• Detección de caídas mediante vídeo-monitorización, Dean Pulido, David, (Tutor: Martinez Sanchez, Jose María)