15 November 2007 Human recognition at a distance
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Proceedings Volume 6786, MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition; 678602 (2007) https://doi.org/10.1117/12.774682
Event: International Symposium on Multispectral Image Processing and Pattern Recognition, 2007, Wuhan, China
Abstract
Recognizing people at a distance is challenging from various considerations, including sensing, robust processing algorithms, changing environmental conditions and fusing multiple modalities. This paper considers face, side face, gait and ear and their possible fusion for human recognition. It presents an overview of some of the techniques that we have developed for (a) super-resolution-based face recognition in video, (b) gait-based recognition in video, (c) fusion of super-resolved side face and gait in video, (d) ear recognition in color/range images, and (e) fusion performance prediction and validation. It presents various real-world examples to illustrate the ideas and points out the relative merits of the approaches that are discussed.
© (2007) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Bir Bhanu, Bir Bhanu, } "Human recognition at a distance", Proc. SPIE 6786, MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition, 678602 (15 November 2007); doi: 10.1117/12.774682; https://doi.org/10.1117/12.774682
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