A Unified Approach to Moving Object Detection in 2D and 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Aligning Non-Overlapping Sequences
International Journal of Computer Vision - Marr Prize Special Issue
Spatio-Temporal Alignment of Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
A real-time interactive multi-view video system
Proceedings of the 13th annual ACM international conference on Multimedia
High performance scalable image compression with EBCOT
IEEE Transactions on Image Processing
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Images rendered by remote sensing multi-camera platforms typically contain jitter caused by decoding timing delays,target movement, and platform motion. In this paper, we address the problem of stabilizing large-frame, low-frame rate imagery acquired from a multi-camera array system for persistent surveillance and monitoring.The algorithm utilizes temporal coherence properties between the cameras, eliminating the need to perform motion estimation on each individual camera sequence. The video stabilization algorithm includes three main modes of scalability:1) quality, 2) resolution, and 3) camera. To demonstrate the feasibility of the developed algorithm in real-world scenarios, we present results with imagery collected from a prototype multi-camera array persistent surveillance system.