Extreme Point Supervised Instance Segmentation

31 May 2024

Papers citing "Extreme Point Supervised Instance Segmentation"

50 / 59 papers shown

Title
Pseudo-label Alignment for Semi-supervised Instance Segmentation Jie Hu Cheng Chen Liujuan Cao Shengchuan Zhang Annan Shu Guannan Jiang Rongrong Ji ISeg 56 15 0 10 Aug 2023
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation Beomyoung Kim Joonhyun Jeong Dongyoon Han Sung Ju Hwang ISeg 66 26 0 27 Mar 2023
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation Junjie He Pengyu Li Yifeng Geng Xuansong Xie ISeg VLM 48 44 0 15 Mar 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation Ruihuang Li Chenhang He Yabin Zhang Shuai Li Liyi Chen Lei Zhang ISeg 68 15 0 14 Mar 2023
Vision Transformers Are Good Mask Auto-Labelers Shiyi Lan Xitong Yang Zhiding Yu Zuxuan Wu J. Álvarez Anima Anandkumar ISeg ViT MedIm 33 19 0 10 Jan 2023
A Tri-Layer Plugin to Improve Occluded Detection Guanqi Zhan Weidi Xie Andrew Zisserman 36 20 0 18 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 42 44 0 11 Oct 2022
Active Pointly-Supervised Instance Segmentation Chufeng Tang Lingxi Xie Gang Zhang Xiaopeng Zhang Qi Tian Xiaolin Hu ISeg 55 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 37 61 0 19 Jul 2022
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors Yen-Cheng Liu Chih-Yao Ma Z. Kira 17 104 0 19 Jun 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 93 373 0 06 Jun 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? Zhenyu Wang Yali Li Shengjin Wang ISeg 39 29 0 25 Mar 2022
Sparse Instance Activation for Real-Time Instance Segmentation Tianheng Cheng Xinggang Wang Shaoyu Chen Wenqiang Zhang Qian Zhang Chang Huang Zhaoxiang Zhang Wenyu Liu ISeg 50 129 0 24 Mar 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 178 2,315 0 02 Dec 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 366 7,600 0 11 Nov 2021
Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement Beomyoung Kim Y. Yoo Chae-Eun Rhee Junmo Kim ISeg 231 35 0 20 Sep 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 130 1,517 0 13 Jul 2021
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation Reuben Dorent Samuel Joutard J. Shapey Aaron Kujawa Marc Modat Sebastien Ourselin Tom Vercauteren 46 28 0 01 Jul 2021
SOLQ: Segmenting Objects by Learning Queries Bin Dong Fangao Zeng Tiancai Wang Xinming Zhang Yichen Wei ISeg 30 117 0 04 Jun 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 28 77 0 13 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 553 5,920 0 29 Apr 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 71 95 0 17 Apr 2021
Pointly-Supervised Instance Segmentation Bowen Cheng Omkar M. Parkhi A. Kirillov ISeg 103 118 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 55 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 295 21,051 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 41 172 0 16 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 275 6,657 0 23 Dec 2020
BoxInst: High-Performance Instance Segmentation with Box Annotations Zhi Tian Chunhua Shen Xinlong Wang Hao Chen ISeg 51 233 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 340 40,217 0 22 Oct 2020
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances Aditya Arun C. V. Jawahar M. P. Kumar ISeg 46 58 0 18 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 60 204 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 275 12,906 0 26 May 2020
Mask Encoding for Single Shot Instance Segmentation Rufeng Zhang Zhi Tian Chunhua Shen Mingyu You Youliang Yan ISeg 43 100 0 26 Mar 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 98 720 0 19 Mar 2020
SOLO: Segmenting Objects by Locations Xinlong Wang Tao Kong Chunhua Shen Yuning Jiang Lei Li SSeg ISeg 40 672 0 10 Dec 2019
Weakly supervised segmentation from extreme points H. Roth Ling Zhang Dong Yang Fausto Milletari Ziyue Xu Xiaosong Wang Daguang Xu 49 21 0 02 Oct 2019
PolarMask: Single Shot Instance Segmentation with Polar Representation Enze Xie Pei Sun Xiaoge Song Wenhai Wang Ding Liang Chunhua Shen Ping Luo ISeg 58 539 0 29 Sep 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 88 1,352 0 08 Aug 2019
Cascade R-CNN: High Quality Object Detection and Instance Segmentation Zhaowei Cai Nuno Vasconcelos ObjD 70 1,339 0 24 Jun 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 109 2,845 0 17 Jun 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 130 541 0 10 Apr 2019
YOLACT: Real-time Instance Segmentation Daniel Bolya Chong Zhou Fanyi Xiao Yong Jae Lee SSeg VLM ISeg 108 1,652 0 04 Apr 2019
FCOS: Fully Convolutional One-Stage Object Detection Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 100 4,969 0 02 Apr 2019
Mask Scoring R-CNN Zhaojin Huang Lichao Huang Yongchao Gong Chang Huang Xinggang Wang ISeg SSeg 63 909 0 01 Mar 2019
Bottom-up Object Detection by Grouping Extreme and Center Points Xingyi Zhou Jiacheng Zhuo Philipp Krahenbuhl ObjD 94 861 0 23 Jan 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 111 1,295 0 22 Jan 2019
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale Alina Kuznetsova H. Rom N. Alldrin J. Uijlings Ivan Krasin ... S. Popov Matteo Malloci Alexander Kolesnikov Tom Duerig V. Ferrari ObjD VLM 85 1,340 0 02 Nov 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 67 275 0 03 Apr 2018
Path Aggregation Network for Instance Segmentation Shu Liu Lu Qi Haifang Qin Jianping Shi Jiaya Jia ISeg SSeg 86 5,696 0 05 Mar 2018
Deep Extreme Cut: From Extreme Points to Object Segmentation Kevis-Kokitsi Maninis Sergi Caelles Jordi Pont-Tuset Luc Van Gool 57 418 0 24 Nov 2017