Anomaly Detection and Localization in Crowded Scenes by Motion-field Shape Description and Similarity-based Statistical Learning

no code implementations • 27 May 2018 • Xinfeng Zhang, Su Yang, Xinjian Zhang, Weishan Zhang, Jiulong Zhang

In crowded scenes, detection and localization of abnormal behaviors is challenging in that high-density people make object segmentation and tracking extremely difficult.

Anomaly Detection Clustering +1

Neural Aesthetic Image Reviewer

no code implementations • 28 Feb 2018 • Wenshan Wang, Su Yang, Weishan Zhang, Jiulong Zhang

Through multi-task learning, the proposed models can rate aesthetic images as well as produce comments in an end-to-end manner.

Multi-Task Learning