3 papers
cs.CV2019
Improved Hard Example Mining by Discovering Attribute-based Hard Person Identity
Xiao Wang, Ziliang Chen, Rui Yang +2
In this paper, we propose Hard Person Identity Mining (HPIM) that attempts to refine the hard example mining to improve the exploration efficacy in person re-identification. It is…
cs.CV2018
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning
Xiao Wang, Tao Sun, Rui Yang +3
Incorporating various modes of information into the machine learning procedure is becoming a new trend. And data from various source can provide more information than single one no…
cs.CV2018
Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking
Xiao Wang, Chenglong Li, Rui Yang +3
The tracking-by-detection framework requires a set of positive and negative training samples to learn robust tracking models for precise localization of target objects. However, ex…