109 citations · 303 across the 11 of their papers we have counts for
4 papers · 2 filters
Towards High Performance Video Object Detection for Mobiles
Xizhou Zhu, Jifeng Dai, Xingchi Zhu +2
Despite the recent success of video object detection on Desktop GPUs, its architecture is still far too heavy for mobiles. It is also unclear whether the key principles of sparse f…
Simple Baselines for Human Pose Estimation and Tracking
Bin Xiao, Haiping Wu, Yichen Wei
There has been significant progress on pose estimation and increasing interests on pose tracking in recent years. At the same time, the overall algorithm and system complexity incr…
Pseudo Mask Augmented Object Detection
Xiangyun Zhao, Shuang Liang, Yichen Wei
In this work, we present a novel and effective framework to facilitate object detection with the instance-level segmentation information that is only supervised by bounding box ann…
Learning Region Features for Object Detection
Jiayuan Gu, Han Hu, Liwei Wang +2
While most steps in the modern object detection methods are learnable, the region feature extraction step remains largely hand-crafted, featured by RoI pooling methods. This work p…