Proyecto
TEC2014-53176-R: High Availability Video Analysis for People Behaviour Understanding (HAVIDEO) (2015-2017)The objective of this project is to tackle the problem of high availability video analysis, that is,
the long-term analysis of video sequences. This project will focus on video-based understanding of
people behaviour and it will investigate strategies to characterize the monitored scene, detect the
existing people and identify their behaviour (e.g., movements and interactions) over long periods of
time, either in single or multiple camera settings. The outcome of the project will provide a people
behaviour description that can benefit a wide range of potential applications, nowadays mainly
related to security (i.e., video surveillance) but also to people care (e.g., independent living) or
monitoring (e.g., commercial areas monitoring) where long-term video analysis is a key issue.
Participants: Universidad Autónoma Madrid
Main researcher: Martinez Sanchez, Jose María
Researchers: Bescós Cano, Jesús, Escudero Viñolo, Marcos, García, Miguel Angel, Garcia-Martin, Alvaro, Martin Nieto, Rafael, Navarro Fajardo, Fulgencio, Ortego Hernandez, Diego, Salgado Álvarez de Sotomayor, Luis, SanMiguel Avedillo, Juan Carlos
Web link: TEC2014-53176-R
External Publications:
Journals
- Diego Ortego, Juan C. SanMiguel, Jose M. Martinez : "Long-term Stationary Object Detection based on spatio-temporal change detection", IEEE Signal Processing Letters
- Alvaro Garcia-Martin, Juan C. SanMiguel : "Context-aware part-based people detection for video monitoring", Electronic Letters
- ObaidUllah Khalid, Juan C. SanMiguel, Andrea Cavallaro : "Multi-Tracker Partition Fusion", IEEE Transactions on Circuits and Systems for Video Technology
- Diego Ortego, Juan C. SanMiguel, Jose M. Martinez : "Rejection based Multipath Reconstruction for Background estimation in Video Sequences with Stationary Objects", Computer Vision and Image Understanding
- Juan C. SanMiguel, Andrea Cavallaro : "Energy consumption models for smart-camera networks", IEEE Transactions on Circuits and Systems for Video Technology
- Juan C. SanMiguel, Andrea Cavallaro : "Networked Computer Vision: the importance of a holistic simulator", IEEE Computer (En prensa)
- Alvaro Garcia-Martin, Ricardo Sanchez, Jose M. Martinez : "Hierarchical detection of persons in groups", Signal, Image and Video Processing (En prensa)
- Diego Ortego, Juan C. SanMiguel, Jose M. Martinez : "Stand-alone quality estimation of background subtraction algorithms", Computer Vision and Image Understanding (En prensa)
- Rafael Martin, Alvaro Garcia-Martin, Alexander Hauptmann, Jose M. Martinez : "Automatic vacant parking places management system using multicamera vehicle detection", IEEE Transactions on Intelligent Transportation Systems (En prensa)
- Diego Ortego, Juan C. SanMiguel, Jose M. Martinez : "Hierarchical improvement of foreground segmentation masks in background subtraction", IEEE Transactions on Circuits and Systems for Video Technology
- Alejandro Lopez, Marcos Escudero, Jesús Bescós : "Automatic Semantic Parsing of the Ground Plane in Scenarios Recorded With Multiple Moving Cameras", IEEE Signal Processing Letters
- Fulgencio Navarro, Marcos Escudero, Jesús Bescós : "Accurate segmentation and registration of skin lesion images to evaluate lesion change", IEEE Journal of Biomedical and Health Informatics
- Marcos Escudero, Jesús Bescós : "Severe-occluded 3D object identification via region-based descriptions", Signal Processing: Image Communication
- Rafael Martin, Alvaro Garcia-Martin, Jose M. Martinez : "Incorporating wheelchair users in people detection", Multimedia Tools and Applications (En prensa)
- Elena Luna, Juan C. SanMiguel, Diego Ortego, Jose M. Martinez : "Abandoned Object Detection in Video-Surveillance: Survey and Comparison", Sensors
- Rafael Martin, Alvaro Garcia-Martin, Juan C. SanMiguel, Jose M. Martinez : "Enhancing Multi-Camera People Detection by Online Automatic Parametrization Using Detection Transfer and Self-Correlation Maximization", Sensors
- Alvaro Garcia-Martin, Juan C. SanMiguel, Jose M. Martinez : "Coarse-to-fine adaptive people detection for video sequences by maximizing mutual information", Sensors (En prensa)
Conferences
- Alvaro Garcia-Martin, Juan C. SanMiguel : "Adaptive people detection based on cross-correlation maximization", 2017 IEEE International Conference on Image Processing (En prensa)
- Juan C. SanMiguel, Andrea Cavallaro : "Efficient estimation of target detection quality", 2017 IEEE International Conference on Image Processing (En prensa)
- Diego Ortego, Juan C. SanMiguel, Jose M. Martinez : "Rejection based multipath reconstruction for background estimation in video sequences with stationary objects", 2016 IEEE International Conference on Pattern Recognition
- Sergio Lopez, Diego Ortego, Juan C. SanMiguel, Jose M. Martinez : "Abandoned Object Detection under Sudden Illumination Changes", XXXI Simposium Nacional de la Unión Científica Internacional de Radio
- Juan C. SanMiguel, Jose M. Martinez, Luis Caro : " Object-size invariant anomaly detection in video-surveillance", The 51st International Carnahan Conference on Security Technology (En prensa)
- Alvaro Garcia-Martin, Rosely Sánchez : "Estimación densidad de personas basada en segmentación persona-fondo", XXXI Simposium Nacional de la Unión Científica Internacional de Radio
Internal Publications:
Tesis
- Object detection for long-term video-monitoring using fixed multi-camera systems, Martin Nieto, Rafael, September 2018, (Tutor: Martinez Sanchez, Jose María) , (Ponente: Garcia-Martin, Alvaro)
- Quality-Driven video analysis for the improvement of foreground segmentation, Ortego Hernandez, Diego, June 2018, (Tutor: Martinez Sanchez, Jose María) , (Ponente: SanMiguel Avedillo, Juan Carlos)
- Contributions to region-based image and video analysis: feature aggregation, background subtraction and description constraining, Escudero Viñolo, Marcos, January 2016, (Tutor: Bescós Cano, Jesús)
Master Thesis
- Spacecraft Pose Estimation For Non- Cooperative Rendezvous Based On Feature Codebook, Bravo Pérez-Villar, Juan Ignacio, September 2017, (Tutor: Escudero Viñolo, Marcos) , (Ponente: Bescós Cano, Jesús)
- Abandoned object detection in long-term video surveillance, Luna Garcia, Elena , July 2017, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)
- ONLINE CONTEXTUAL UPDATING IN MULTI-CAMERA SCENARIOS, Lopez Cifuentes, Alejandro, (Tutor: Escudero Viñolo, Marcos) , (Ponente: Bescós Cano, Jesús)
Degree Project
- Reconocimiento de actividades utilizando información de color y profundidad, Olmo Esteban, Borja, July 2016, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)
- Integración y evaluación de sistemas de robo-abandono de objetos en vídeo-seguridad, Gomez Vicente, Jorge, July 2016, (Tutor: SanMiguel Avedillo, Juan Carlos) , (Ponente: Martinez Sanchez, Jose María)