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Article
Multiframe Many–Many Point Correspondence for Vehicle Tracking in High Density Wide Area Aerial Videos
This paper presents a novel framework for tracking thousands of vehicles in high resolution, low frame rate, multiple camera aerial videos. The proposed algorithm avoids the pitfalls of global minimization of ...
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Chapter and Conference Paper
Statistical Inference of Motion in the Invisible
This paper focuses on the unexplored problem of inferring motion of objects that are invisible to all cameras in a multiple camera setup. As opposed to methods for learning relationships between disjoint camer...
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Chapter and Conference Paper
Detection of Independently Moving Objects in Non-planar Scenes via Multi-Frame Monocular Epipolar Constraint
In this paper we present a novel approach for detection of independently moving foreground objects in non-planar scenes captured by a moving camera. We avoid the traditional assumptions that the stationary bac...
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Chapter and Conference Paper
(MP)2T: Multiple People Multiple Parts Tracker
We present a method for multi-target tracking that exploits the persistence in detection of object parts. While the implicit representation and detection of body parts have recently been leveraged for improved...
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Chapter
Moving Object Detection and Tracking in Forward Looking Infra-Red Aerial Imagery
This chapter discusses the challenges of automating surveillance and reconnaissance tasks for infra-red visual data obtained from aerial platforms. These problems have gained significant importance over the ye...
