Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution

3 December 2022

Lei Zhang

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Papers citing "Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution"

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Title
BoxSnake: Polygonal Instance Segmentation with Box Supervision Rui Yang Lin Song Yixiao Ge Xiu Li ISeg 71 20 0 21 Mar 2023
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection Xue Yang Gefan Zhang Wentong Li Xuehui Wang Yue Zhou Junchi Yan 96 52 0 13 Oct 2022
Detecting Rotated Objects as Gaussian Distributions and Its 3-D Generalization Xue Yang Gefan Zhang Xiaojiang Yang Yue Zhou Wentao Wang Jin Tang Tao He Junchi Yan 83 90 0 22 Sep 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 69 15 0 23 Jul 2022
Box-supervised Instance Segmentation with Level Set Evolution Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Xia Hua Lei Zhang ISeg 60 61 0 19 Jul 2022
Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation Feng Li Hao Zhang Hu-Sheng Xu Siyi Liu Lei Zhang L. Ni H. Shum ISeg 137 392 0 06 Jun 2022
Tree Energy Loss: Towards Sparsely Annotated Semantic Segmentation Zhiyuan Liang Tiancai Wang Xinming Zhang Jian Sun Jianbing Shen 94 61 0 21 Mar 2022
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with Transformers Lixiang Ru Yibing Zhan Baosheng Yu Bo Du ViT 101 186 0 05 Mar 2022
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 189 5,226 0 10 Jan 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 272 2,385 0 02 Dec 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 212 1,554 0 13 Jul 2021
SOLO: A Simple Framework for Instance Segmentation Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 57 89 0 30 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 108 370 0 28 Jun 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 82 96 0 08 Jun 2021
Oriented RepPoints for Aerial Object Detection Wentong Li Yijie Chen Kaixuan Hu Jianke Zhu 3DPC 94 312 0 24 May 2021
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision Shiyi Lan Zhiding Yu Chris Choy Subhashree Radhakrishnan Guilin Liu Yuke Zhu Larry S. Davis Anima Anandkumar WSOD ISeg 64 79 0 13 May 2021
PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond Enze Xie Wenhai Wang Mingyu Ding Ruimao Zhang Ping Luo ISeg 52 59 0 05 May 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 80 260 0 05 May 2021
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features Gang Zhang Xin Lu Jingru Tan Jianmin Li Zhaoxiang Zhang Quanquan Li Xiaolin Hu ISeg 88 96 0 17 Apr 2021
Pointly-Supervised Instance Segmentation Bowen Cheng Omkar M. Parkhi A. Kirillov ISeg 141 118 0 13 Apr 2021
Weakly-supervised Instance Segmentation via Class-agnostic Learning with Salient Images Xinggang Wang Jiapei Feng Bin Hu Qiankun Ding Longjin Ran Xiaoxin Chen Wenyu Liu ISeg 76 35 0 04 Apr 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 470 21,603 0 25 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 53 174 0 16 Mar 2021
Instance and Panoptic Segmentation Using Conditional Convolutions Zhi Tian Bowen Zhang Hao Chen Chunhua Shen ISeg 97 42 0 05 Feb 2021
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss Xue Yang Junchi Yan Qi Ming Wentao Wang Xiaopeng Zhang Qi Tian 192 410 0 28 Jan 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 314 994 0 13 Dec 2020
BoxInst: High-Performance Instance Segmentation with Box Annotations Zhi Tian Chunhua Shen Xinlong Wang Hao Chen ISeg 96 239 0 03 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 684 41,563 0 22 Oct 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 260 5,107 0 08 Oct 2020
LevelSet R-CNN: A Deep Variational Method for Instance Segmentation N. Homayounfar Yuwen Xiong Justin Liang Wei-Chiu Ma R. Urtasun 3DPC 78 25 0 30 Jul 2020
Deep Variational Instance Segmentation Jialing Yuan Chao Chen Fuxin Li ISeg SSeg 41 10 0 22 Jul 2020
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances Aditya Arun C. V. Jawahar M. P. Kumar ISeg 72 58 0 18 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 87 206 0 17 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 454 13,130 0 26 May 2020
Conditional Convolutions for Instance Segmentation Zhi Tian Chunhua Shen Hao Chen ISeg 256 616 0 12 Mar 2020
Deep Snake for Real-Time Instance Segmentation Sida Peng W. Jiang Huaijin Pi Xiuli Li Hujun Bao Xiaowei Zhou ISeg SSeg 145 305 0 06 Jan 2020
ICDAR 2019 Robust Reading Challenge on Reading Chinese Text on Signboard Xi Liu Rui Zhang Yongsheng Zhou Qianyi Jiang Qi Song ... X. Bai Baoguang Shi Dimosthenis Karatzas Shijian Lu C. V. Jawahar 3DV 62 160 0 20 Dec 2019
PointRend: Image Segmentation as Rendering Alexander Kirillov Yuxin Wu Kaiming He Ross B. Girshick ISeg 101 901 0 17 Dec 2019
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 84 682 0 10 Dec 2019
Gliding vertex on the horizontal bounding box for multi-oriented object detection Yongchao Xu Mingtao Fu Qimeng Wang Yukang Wang Kai Chen Guisong Xia X. Bai ObjD 119 664 0 21 Nov 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 105 545 0 29 Sep 2019
Learnable Tree Filter for Structure-preserving Feature Transform Lin Song Yanwei Li Zeming Li Gang Yu Hongbin Sun Jian Sun Nanning Zheng 67 48 0 27 Sep 2019
MMDetection: Open MMLab Detection Toolbox and Benchmark Kai-xiang Chen Jiaqi Wang Jiangmiao Pang Yuhang Cao Yu Xiong ... Jingdong Wang Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin VOS 182 2,883 0 17 Jun 2019
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images Syed Waqas Zamir Aditya Arora Akshita Gupta Salman Khan Guolei Sun Fahad Shahbaz Khan Fan Zhu Ling Shao Guisong Xia X. Bai SSeg VLM 78 348 0 30 May 2019
RepPoints: Point Set Representation for Object Detection Ze Yang Shaohui Liu Han Hu Liwei Wang Stephen Lin 3DPC 122 872 0 25 Apr 2019
Mumford-Shah Loss Functional for Image Segmentation with Deep Learning Boah Kim J. C. Ye 52 128 0 05 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 147 1,684 0 04 Apr 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 78 919 0 01 Mar 2019
Hybrid Task Cascade for Instance Segmentation Kai-xiang Chen Jiangmiao Pang Jiaqi Wang Yu Xiong Xiaoxiao Li ... Ziwei Liu Jianping Shi Wanli Ouyang Chen Change Loy Dahua Lin ISeg 140 1,307 0 22 Jan 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern Menze 131 1,028 0 13 Jan 2019