Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation

26 April 2019

Chunfeng Song

Yan Huang

Wanli Ouyang

Liang Wang

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Papers citing "Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation"

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Title
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 27 1 0 14 Jul 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation Bingfeng Zhang Siyue Yu Yunchao Wei Yao Zhao Jimin Xiao VLM 33 8 0 17 Jun 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation Junehyoung Kwon Eunju Lee Yunsung Cho Youngbin Kim 36 4 0 28 May 2024
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej Mazurowski VLM 30 4 0 17 Dec 2023
Progressive Feature Self-reinforcement for Weakly Supervised Semantic Segmentation Jingxuan He Lechao Cheng Chaowei Fang Zunlei Feng Tingting Mu Min-Gyoo Song 13 7 0 14 Dec 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Yin Cui Jonathan Huang Abdullah M. Rashwan X. Yang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 24 26 0 02 Jun 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 32 89 0 14 May 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 49 0 13 Feb 2023
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation Junliang Chen Xiaodong Zhao Cheng Luo Linlin Shen ViT 19 3 0 26 Oct 2022
Pointly-Supervised Panoptic Segmentation Junsong Fan Zhaoxiang Zhang T. Tan 22 23 0 25 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Shengjie Liu Chuanglu Zhu Wenqi Tang 23 0 0 05 Oct 2022
Automatic segmentation of meniscus based on MAE self-supervision and point-line weak supervision paradigm Yuhan Xie Kexin Jiang Zhiyong Zhang Shaolong Chen Xiaodong Zhang Changzhen Qiu 16 1 0 07 May 2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization Jungbeom Lee Eunji Kim J. Mok Sung-Hoon Yoon WSOL 33 29 0 11 Apr 2022
Class Re-Activation Maps for Weakly-Supervised Semantic Segmentation Zhaozheng Chen Tan Wang Xiongwei Wu Xiansheng Hua Hanwang Zhang Qianru Sun WSOL VLM 27 142 0 02 Mar 2022
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining Yongbin Liao Hongyuan Zhu Yang-ting Zhang Chuangguan Ye Tao Chen Jiayuan Fan ISeg 3DPC 20 20 0 30 Nov 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Jungbeom Lee Jooyoung Choi J. Mok Sungroh Yoon SSeg 210 134 0 13 Oct 2021
Weakly-Supervised Semantic Segmentation by Learning Label Uncertainty R. Neven D. Neven Bert De Brabandere M. Proesmans Toon Goedemé UQCV 25 4 0 12 Oct 2021
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations Sheng Liu Kangning Liu Weicheng Zhu Yiqiu Shen C. Fernandez‐Granda NoLa 21 104 0 07 Oct 2021
Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation Xiangrong Zhang Zelin Peng Peng Zhu Tianyang Zhang Chen Li Huiyu Zhou L. Jiao CLL 35 45 0 03 Aug 2021
Semi-supervised Semantic Segmentation with Directional Context-aware Consistency Xin Lai Zhuotao Tian Li Jiang Shu-Lin Liu Hengshuang Zhao Liwei Wang Jiaya Jia 25 206 0 27 Jun 2021
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation Bingfeng Zhang Jimin Xiao Jianbo Jiao Yunchao Wei Yao-Min Zhao 19 93 0 08 Jun 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning Tsung-Wei Ke Jyh-Jing Hwang Stella X. Yu SSL 28 75 0 03 May 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 82 61 0 27 Apr 2021
All you need are a few pixels: semantic segmentation with PixelPick Gyungin Shin Weidi Xie Samuel Albanie VLM 19 42 0 13 Apr 2021
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation Yazhou Yao Tao Chen Guosen Xie Chuanyi Zhang Fumin Shen Qi Wu Zhenmin Tang Jian Andrew Zhang 26 190 0 26 Mar 2021
BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation Jungbeom Lee Jihun Yi Chaehun Shin Sungroh Yoon ISeg 13 172 0 16 Mar 2021
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan Peng-Tao Jiang Yunhai Wang Changhe Tu Anthony G. Cohn UQCV 18 38 0 19 Feb 2021
Weakly Supervised Multi-Object Tracking and Segmentation Idoia Ruiz Lorenzo Porzi Samuel Rota Buló Peter Kontschieder J. Serrat 35 9 0 03 Jan 2021
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation Xueyi Li Tianfei Zhou Jianwu Li Yi Zhou Zhaoxiang Zhang 15 122 0 09 Dec 2020
AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? Jun Ma Yao Zhang Song Gu Cheng Zhu Cheng Ge ... Shangqing Liu Yunpeng Wang Yuhui Li Jian He Xiaoping Yang SSeg OOD 26 324 0 28 Oct 2020
An Overview of Deep Semi-Supervised Learning Yassine Ouali C´eline Hudelot Myriam Tami SSL HAI 16 294 0 09 Jun 2020
Finding Berries: Segmentation and Counting of Cranberries using Point Supervision and Shape Priors Peri Akiva Kristin J. Dana Peter Oudemans Michael Mars 38 27 0 18 Apr 2020
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision H. Kervadec Jose Dolz Shanshan Wang Eric Granger Ismail Ben Ayed 6 83 0 14 Apr 2020
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds Jiacheng Wei Guosheng Lin Kim-Hui Yap Tzu-Yi Hung Lihua Xie 3DPC 11 132 0 29 Mar 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency Training Yassine Ouali C´eline Hudelot Myriam Tami 6 706 0 19 Mar 2020
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach Bingfeng Zhang Jimin Xiao Yunchao Wei Mingjie Sun Kaizhu Huang 18 197 0 19 Nov 2019
Mask Based Unsupervised Content Transfer Ron Mokady Sagie Benaim Lior Wolf Amit H. Bermano 11 14 0 15 Jun 2019
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 213 740 0 28 Mar 2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 245 1,490 0 30 Nov 2016