Point-based rendering 模塊改進實例和語義分割
[15].PointRend: Image Segmentation As Rendering
作者 | Alexander Kirillov, Yuxin Wu, Kaiming He, Ross Girshick
單位 | FAIR
代碼 | https://github.com/facebookresearch/detectron2
/tree/master/projects/PointRend
解讀 | https://zhuanlan.zhihu.com/p/98508347
Referring Image Segmentation via Cross-Modal Progressive Comprehension
作者 | Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, Bo Li
單位 | 中科院；國科大；北航；中山大學；悉尼科技大學；360 AI Institute
代碼 | https://github.com/spyflying/CMPC-Refseg
Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation
作者 | Gen Luo, Yiyi Zhou, Xiaoshuai Sun, Liujuan Cao, Chenglin Wu, Cheng Deng, Rongrong Ji
單位 | 廈門大學；DeepWisdom；西安電子科技大學
代碼 | https://github.com/luogen1996/MCN
語義分割改進非監督單目深度估計
The Edge of Depth: Explicit Constraints Between Segmentation and Depth
作者 | Shengjie Zhu, Garrick Brazil, Xiaoming Liu
單位 | 密歇根州立大學；
代碼 | https://github.com/TWJianNuo/EdgeDepth-Release
基於全卷積網絡的超像素分割算法
[24].Superpixel Segmentation With Fully Convolutional Networks
作者 | Fengting Yang, Qian Sun, Hailin Jin, Zihan Zhou
單位 | 賓夕法尼亞州立大學；Adobe Research
代碼 | https://github.com/fuy34/superpixel\_fcn
Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation
作者 | Jianqiang Wan, Yang Liu, Donglai Wei, Xiang Bai, Yongchao Xu
單位 | 華中科技大學；哈佛大學
代碼 | https://github.com/JianqiangWan/Super-BPD