CVPR2019-Code

CVPR 2019 论文开源项目合集

• [目标检测](#Object Detection)
• [目标跟踪](#Object Tracking)
• [语义分割](#Semantic Segmentation)
• [实例分割](#Instance Segmentation)
• [人脸检测](#Face Detection)
• [人体姿态估计](#Human Pose Estimation)

目标检测

Bounding Box Regression with Uncertainty for Accurate Object Detection

arXiv：https://arxiv.org/abs/1809.08545

github：https://github.com/yihui-he/KL-Loss

目标跟踪

Fast Online Object Tracking and Segmentation: A Unifying Approach

arXiv：https://arxiv.org/abs/1812.05050

github：https://github.com/foolwood/SiamMask

homepage：http://www.robots.ox.ac.uk/~qwang/SiamMask

语义分割

Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

arXiv：https://arxiv.org/abs/1903.02120

github：https://github.com/LinZhuoChen/DUpsampling（非官方）

Dual Attention Network for Scene Segmentation

arXiv：https://arxiv.org/abs/1809.02983

github：https://github.com/junfu1115/DANet

Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images

arXiv：None

github：https://github.com/chenwydj/ultra_high_resolution_segmentation

实例分割

Mask Scoring R-CNN

arXiv：https://arxiv.org/abs/1903.00241

github：https://github.com/zjhuang22/maskscoring_rcnn

人脸检测

DSFD: Dual Shot Face Detector

arXiv：https://arxiv.org/abs/1810.10220

github：https://github.com/TencentYoutuResearch/FaceDetection-DSFD

人体姿态估计

Deep High-Resolution Representation Learning for Human Pose Estimation

arXiv：https://arxiv.org/abs/1902.09212

github：https://github.com/leoxiaobin/deep-high-resolution-net.pytorch