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Explore the algorithm utilizing omnidirectional sensors for visual tracking, minimizing SSD, testing hypotheses of motion, and coping with deviations. Applications include robot navigation, surveillance, and video conferencing focus on faces.
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OMNIVIEWS DEMOS • SURVEILLANCE DEMOS • TRANSMISSION DEMO • NAVIGATION DEMOS
Visual Tracking with Omnidirectional Sensors • The algorithm: • Minimize the SSD. • Test hypothesis of main translational motion. • Consider other small deformations (e.g. rotation, scale) to cope with deviations from model. • Applications: • Robot navigation: track landmarks. Robot heading is directly related to target image position. • Video Conferencing/Surveillance: keep attention focus on people/faces. Alexandre Bernardino, José Santos-Victor Instituto Superior Técnico
Demos: Robot Navigation Visual Surveillance Visual Tracking with Omnidirectional Sensors
Motion detection Stefan Gaechter, Tomas Pajdla, Branislav Micusik Czech Technical University in Prague - Motion detection by background subtraction - OMNIVIEWS 110 x 252 uniform resolution images - Matlab implementation ~ 2-3 fps
OMNIVIEWS DEMOS • SURVEILLANCE DEMOS • TRANSMISSION DEMO • NAVIGATION DEMOS
Use industry standard codec tools (VSR from Observit) Images are processed as conventional one Connection with telephone line H263 Compression Transmission Demo Laptop Telephone Line IP Service Provider ADSL Internet Connection VSR - Server Omniviews Camera (Observit office)
OMNIVIEWS DEMOS • SURVEILLANCE DEMOS • TRANSMISSION DEMO • NAVIGATION DEMOS
Visual-based Robot Navigation & Teleoperation using the Omniviews CameraNiall Winters, José Gaspar & José Santos-VictorInstituto Superior Técnico Topological Navigation Teleoperation Visual Path Following 93 cm
1 - Topological Navigation Current Image Closest Match Bird’s eye view
Forwarddirection Targetforwarddirection 2 - Teleoperation method (a): Target direction
2 - Teleoperation method (a): Target direction Forwarddirection Targetforwarddirection
2 - Teleoperation method (a): Target direction Forwarddirection Targetforwarddirection
Bird’s Eye View Panoramic View 2 - Teleoperation method (b): Target position