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Reference-based person re-identification
2013 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013Person re-identification refers to recognizing people across non-overlapping cameras at different times and locations. Due to the variations in pose, illumination condition, background, and occlusion, person re-identification is inherently difficult. In this paper, we propose a reference-based method for across camera person re-identification.
Le An +3 more
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Improving person re-identification systems
Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing, 2016Person re-identification is an essential technique for video surveillance applications. Most existing algorithms for person re-identification deal with feature extraction, metric learning or a combination of both. Combining successful state-of-the-art methods using score fusion from the perspective of person re-identification has not yet been widely ...
Arko Barman, Shishir K. Shah
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Illumination-Invariant Person Re-Identification
Proceedings of the 27th ACM International Conference on Multimedia, 2019Due to the effect of weak illumination, person images captured by surveillance cameras usually contain various degradations such as color shift, low contrast and noise. These degradations result in severe discriminant information loss, which makes the person re-identification (re-id) more challenging.
Yukun Huang +3 more
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Contour-Guided Person Re-identification
2019Feature representation is one of the crucial components in person re-identification(re-ID). Recently, local feature has attracted great attention from the re-ID community, and extra visual cues have been well exploited to guide local feature learning, such as pose cues, semantic parsing and etc.
Jiaxing Chen +4 more
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Cross-Modal Person Re-identification
2023Cross-modal person re-identification (Re-ID) is a crucial component of a modern video ...
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Image Understanding-Person Re-identification
2018In this chapter, we talk about one of the typical image understanding problems—cross-camera person re-identification. Some classical visual descriptors and metric learning algorithms for person re-identification are detailed.
Shengrong Gong +5 more
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View-Aware Person Re-identification
2019Appearance-based person re-identification (PRID) is currently an active and challenging research topic. Recently proposed approaches have mostly dealt with low- and middle-level processing of images. Furthermore, there is very limited research that has focused on view information.
Gregor Blott, Jie Yu, Christian Heipke
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