406 citations · 1.3k across the 32 of their papers we have counts for
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cs.CV2016★ 69 cited
Embedding Deep Metric for Person Re-identication A Study Against Large Variations
Hailin Shi, Yang Yang, Xiangyu Zhu +4
Person re-identification is challenging due to the large variations of pose, illumination, occlusion and camera view. Owing to these variations, the pedestrian data is distributed…
cs.CV2016
Learning Discriminative Features with Class Encoder
Hailin Shi, Xiangyu Zhu, Zhen Lei +2
Deep neural networks usually benefit from unsupervised pre-training, e.g. auto-encoders. However, the classifier further needs supervised fine-tuning methods for good discriminatio…