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One-Shot Person Re-identification with a Consumer Depth Camera
In this chapter, we propose a comparison between two techniques for oneshot person re-identification from soft biometric cues. One is based upon a descriptor composed of features provided by a skeleton estimation algorithm; the other compares body shapes in terms of whole point clouds. This second approach relies on a novel technique we propose to warp the subject's point cloud to a standard pose, which allows to disregard the problem of the different poses a person can assume. This techniquedoi:10.1007/978-1-4471-6296-4_8 dblp:series/acvpr/MunaroFBMG14 fatcat:kmhuzvp7grhnpgkvwg2vet3j5q