Book ChapterDOI
Face Detection and Recognition under Heterogeneous Database Based on Fusion of Catadioptric and PTZ Vision Sensors
Aditya Raj,Redouane Khemmar,Jean Yves Eratud,Xavier Savatier +3 more
- pp 171-185
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TLDR
The vision system proposed here is composed of a catadioptric sensor for full range monitoring and a Pan Tilt Zoom camera together forming an innovative sensor, able to detect and track any moving objects at a higher zoom level.Abstract:
Large field of view with high resolution has always been sought-after for Mobile Robotic Authentication. So the vision system proposed here is composed of a catadioptric sensor for full range monitoring and a Pan Tilt Zoom (PTZ) camera together forming an innovative sensor, able to detect and track any moving objects at a higher zoom level. In our application, the catadioptric sensor is calibrated and used to detect and track Regions Of Interest (ROIs) within its 360 degree Field Of View (FOV), especially face regions. Using a joint calibration strategy, the PTZ camera parameters are automatically adjusted by the system in order to detect and track the face ROI within a higher resolution and project the same in facespace for recognition via Eigenface algorithm. The whole development has been partially validated by application for the Face recognition using our own database.read more
Citations
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Control of a PTZ camera in a hybrid vision system
TL;DR: In this paper, a hybrid stereo-vision system is proposed to steer a PTZ camera in the direction of a detected object visible from another fixed camera equipped with a fisheye lens.
Proceedings ArticleDOI
Biometrie authentication platform-based multisensor fusion
TL;DR: The system proposed in this paper is an innovative biometrie authentication platform for access control applications based face recognition based on the modified Eigenface algorithm and is able to detect and track moving objects with a high zoom level.
References
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TL;DR: This paper derives the complete class of single-lens single-mirror catadioptric sensors that have a single viewpoint, and describes all of the solutions in detail, including the degenerate ones, with reference to many of the catadi optric systems that have been proposed in the literature.
Book ChapterDOI
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