Box-supervised Instance Segmentation with Level Set Evolution

European Conference on Computer Vision (ECCV), 2022

19 July 2022

Lei Zhang

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Papers citing "Box-supervised Instance Segmentation with Level Set Evolution"

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Title
TA-LSDiff:Topology-Aware Diffusion Guided by a Level Set Energy for Pancreas Segmentation Yue Gou Fanghui Song Yuming Xing Shengzhu Shi Zhichang Guo Boying Wu MedIm 136 0 0 02 Nov 2025
Uncertainty-Aware Extreme Point Tracing for Weakly Supervised Ultrasound Image Segmentation Lei Shi Gang Li Junxing Zhang 76 0 0 17 Oct 2025
Single Point, Full Mask: Velocity-Guided Level Set Evolution for End-to-End Amodal Segmentation Zhixuan Li Yujia Liu Chen Hui Weisi Lin 84 0 0 03 Aug 2025
Advancing Visual Large Language Model for Multi-granular Versatile Perception Wentao Xiang Haoxian Tan Cong Wei Yujie Zhong Dengjie Li Yujiu Yang VLM 181 1 0 22 Jul 2025
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance Segmentation Jinxiang Lai Wenlong Wu Jiawei Zhan Jian Li Bin-Bin Gao Jing Liu Jie Zhang Song Guo ISeg 205 0 0 07 Apr 2025
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast UltrasoundMedical Image Analysis (MedIA), 2025 Yuhao Huang Ao Chang Haoran Dou X. Tao Xinrui Zhou ... Ruobing Huang Alejandro F Frangi Lingyun Bao Xin Yang Dong Ni 468 4 0 26 Mar 2025
DEPT: Deep Extreme Point Tracing for Ultrasound Image Segmentation Lei Shi Xi Fang Naiyu Wang Junxing Zhang 153 0 0 19 Mar 2025
Wholly-WOOD: Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Yi Yu Songyuan Li Yansheng Li Zhenjun Han Feipeng Da Junchi Yan 229 7 0 13 Feb 2025
Fine-grained Background Representation for Weakly Supervised Semantic Segmentation Xu Yin Woobin Im Dongbo Min Yuchi Huo Fei Pan Sung-Eui Yoon 304 12 0 22 Jun 2024
Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation Jinyuan Li Z. Li Han Li Jianfei Yu Rui Xia Di Sun Gang Pan 215 4 0 11 Jun 2024
Extreme Point Supervised Instance Segmentation Hyeonjun Lee S. Hwang Suha Kwak 278 7 0 31 May 2024
Label-efficient Semantic Scene Completion with Scribble Annotations Song Wang Jiawei Yu Wentong Li Hao Shi Kailun Yang Junbo Chen Jianke Zhu 209 8 0 24 May 2024
Boosting Box-supervised Instance Segmentation with Pseudo Depth Xinyi Yu Ling Yan Peng-Tao Jiang Hao Chen Bo Li Lin Yuanbo Wu Linlin Ou MDE 234 1 0 02 Mar 2024
WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition Lianghui Zhu Junwei Zhou Yan Liu Xin Hao Wenyu Liu Xinggang Wang VLM 230 17 0 22 Feb 2024
Semantic-aware SAM for Point-Prompted Instance Segmentation Zhaoyang Wei Pengfei Chen Xuehui Yu Guorong Li Jianbin Jiao Zhenjun Han VLM 303 18 0 26 Dec 2023
PointOBB: Learning Oriented Object Detection via Single Point SupervisionComputer Vision and Pattern Recognition (CVPR), 2023 Junwei Luo Xue Yang Yi Yu Qingyun Li Junchi Yan Yansheng Li 221 46 0 23 Nov 2023
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments Zhen Sun Huan Xu Jinlin Wu Zhen Chen Zhen Lei Hongbin Liu 142 1 0 16 Nov 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 182 16 0 10 Nov 2023
Label-efficient Segmentation via Affinity PropagationNeural Information Processing Systems (NeurIPS), 2023 Wentong Li Yuqian Yuan Song Wang Wenyu Liu Dongqi Tang Jian Liu Jianke Zhu Lei Zhang 288 8 0 16 Oct 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal TransportIEEE International Conference on Computer Vision (ICCV), 2023 Wentong Li Yu-Jie Yuan Song Wang Jianke Zhu Jianshu Li Jian Liu Lei Zhang 3DPC OT 308 33 0 03 Aug 2023
GaPro: Box-Supervised 3D Point Cloud Instance Segmentation Using Gaussian Processes as Pseudo LabelersIEEE International Conference on Computer Vision (ICCV), 2023 T.D. Ngo Binh-Son Hua Khoi Duc Minh Nguyen 3DPC 211 9 0 25 Jul 2023
Domain Generalization for Mammographic Image Analysis with Contrastive Learning Zheren Li Zhiming Cui Lichi Zhang Sheng Wang Chenjin Lei ... Yajia Gu Zaiyi Liu Chunling Liu Dinggang Shen Jie‐Zhi Cheng 430 3 0 20 Apr 2023
H2RBox-v2: Incorporating Symmetry for Boosting Horizontal Box Supervised Oriented Object DetectionNeural Information Processing Systems (NeurIPS), 2023 Yi Yu Xue Yang Qingyun Li Yue Zhou Gefan Zhang Feipeng Da Junchi Yan 269 56 0 10 Apr 2023
Mask-Free Video Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Lei Ke Martin Danelljan Henghui Ding Yu-Wing Tai Chi-Keung Tang Feng Yu 251 29 0 28 Mar 2023
The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask RepresentationComputer Vision and Pattern Recognition (CVPR), 2023 Beomyoung Kim Joonhyun Jeong Dongyoon Han Sung Ju Hwang ISeg 181 31 0 27 Mar 2023
BoxVIS: Video Instance Segmentation with Box Annotations Minghan Li Lei Zhang ISeg VOS 256 1 0 26 Mar 2023
BoxSnake: Polygonal Instance Segmentation with Box SupervisionIEEE International Conference on Computer Vision (ICCV), 2023 Rui Yang Lin Song Yixiao Ge Xiu Li ISeg 266 32 0 21 Mar 2023
A Simple Framework for Open-Vocabulary Segmentation and DetectionIEEE International Conference on Computer Vision (ICCV), 2023 Hao Zhang Feng Li Xueyan Zou Siyi Liu Chun-yue Li Jianfeng Gao Jianwei Yang Lei Zhang ObjD VLM 322 203 0 14 Mar 2023
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Ruihuang Li Chenhang He Yabin Zhang Shuai Li Liyi Chen Lei Zhang ISeg 151 21 0 14 Mar 2023
Vision Transformers Are Good Mask Auto-LabelersComputer Vision and Pattern Recognition (CVPR), 2023 Shiyi Lan Xitong Yang Zhiding Yu Zuxuan Wu J. Álvarez Anima Anandkumar ISeg ViT MedIm 184 23 0 10 Jan 2023
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation Si-Jia Yang Longlong Jing Junfei Xiao Hang Zhao Alan Yuille Yingwei Li ISeg 158 2 0 07 Dec 2022
Box2Mask: Box-supervised Instance Segmentation via Level-set EvolutionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Wentong Li Wenyu Liu Jianke Zhu Miaomiao Cui Risheng Yu Xia Hua Lei Zhang ISeg 313 53 0 03 Dec 2022
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object DetectionInternational Conference on Learning Representations (ICLR), 2022 Xue Yang Gefan Zhang Wentong Li Xuehui Wang Yue Zhou Junchi Yan 250 79 0 13 Oct 2022
BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Tianheng Cheng Xinggang Wang Shaoyu Chen Qian Zhang Wenyu Liu ISeg 257 61 0 11 Oct 2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... Matthew J. Clarkson Henkjan J. Huisman D. Barratt V. Prisacariu Yipeng Hu 147 18 0 12 Sep 2022
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image Xiangde Luo Wenjun Liao Jianghong Xiao Jieneng Chen Tao Song Xiaofan Zhang Kang Li Dimitris N. Metaxas Guotai Wang Shaoting Zhang 288 167 0 03 Nov 2021