Now showing items 1-7 of 7
Deep low-resolution person re-identification
Copyright © 2018, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved. Person images captured by public surveillance cameras often have low resolutions (LR) in addition to ...
Imbalanced Deep Learning by Minority Class Incremental Rectification
IEEE Model learning from class imbalanced training data is a long-standing and significant challenge for machine learning. In particular, existing deep learning methods consider mostly either class balanced data or moderately ...
Person Search by Multi-Scale Matching
© 2018, Springer Nature Switzerland AG. We consider the problem of person search in unconstrained scene images. Existing methods usually focus on improving the person detection accuracy to mitigate negative effects imposed ...
Unsupervised Person Re-identification by Deep Learning Tracklet Association
© 2018, Springer Nature Switzerland AG. Most existing person re-identification (re-id) methods rely on supervised model learning on per-camera-pair manually labelled pairwise training data. This leads to poor scalability ...