Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation

19 March 2016

Papers citing "Seed, Expand and Constrain: Three Principles for Weakly-Supervised Image Segmentation"

48 / 98 papers shown

Title
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization Xingjia Pan Yingguo Gao Zhiwen Lin Fan Tang Weiming Dong Haolei Yuan Feiyue Huang Changsheng Xu WSOL 44 86 0 08 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 13 117 0 02 Mar 2021
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation S. Gadgil Mark Endo Emily Wen A. Ng Pranav Rajpurkar 11 11 0 21 Feb 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 13 27 0 26 Jan 2021
Weakly-Supervised Saliency Detection via Salient Object Subitizing Xiaoyang Zheng Xin Tan Jie Zhou Lizhuang Ma Rynson W. H. Lau 36 18 0 04 Jan 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 17 122 0 09 Dec 2020
Find it if You Can: End-to-End Adversarial Erasing for Weakly-Supervised Semantic Segmentation E. Stammes Tom F. H. Runia M. Hofmann Mohsen Ghafoorian 11 9 0 09 Nov 2020
Reducing the Annotation Effort for Video Object Segmentation Datasets P. Voigtlaender Lishu Luo C. Yuan Yong-jia Jiang Bastian Leibe VOS 28 19 0 02 Nov 2020
A Weakly-Supervised Semantic Segmentation Approach based on the Centroid Loss: Application to Quality Control and Inspection Kai Yao A. Ortiz F. Bonnín-Pascual 9 0 0 26 Oct 2020
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang UQCV WSOL 22 34 0 03 Aug 2020
Weakly-Supervised Semantic Segmentation via Sub-category Exploration Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang 16 255 0 03 Aug 2020
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 6 12 0 30 Jul 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 19 25 0 08 Jun 2020
Multi-task deep learning for image segmentation using recursive approximation tasks Rihuan Ke Aurélie Bugeau Nicolas Papadakis Mark Kirkland P. Schuetz Carola-Bibiane Schönlieb SSeg 11 17 0 26 May 2020
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 25 245 0 16 May 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 6 93 0 08 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 13 132 0 29 Mar 2020
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 15 97 0 24 Dec 2019
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 17 188 0 21 Dec 2019
Reliability Does Matter: An End-to-End Weakly Supervised Semantic Segmentation Approach Bingfeng Zhang Jimin Xiao Yunchao Wei Mingjie Sun Kaizhu Huang 21 197 0 19 Nov 2019
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation Weifeng Ge Sheng Guo Weilin Huang Matthew R. Scott 14 48 0 07 Oct 2019
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation Yude Wang Jie M. Zhang Meina Kan Shiguang Shan Xilin Chen 25 20 0 09 Sep 2019
Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization Chengwei Zhang Yunlu Xu Zhanzhan Cheng Yi Niu Shiliang Pu Fei Wu Futai Zou 11 51 0 07 Aug 2019
Instance Segmentation with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark W. Schmidt 3DPC ISeg 17 21 0 14 Jun 2019
Transferable Semi-supervised 3D Object Detection from RGB-D Data Y. S. Tang Gim Hee Lee 3DPC 25 39 0 23 Apr 2019
Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations Jiwoon Ahn Sunghyun Cho Suha Kwak ISeg SSeg 69 538 0 10 Apr 2019
Weakly Supervised Object Detection with Segmentation Collaboration Xiaoyan Li Meina Kan Shiguang Shan Xilin Chen WSOD 9 96 0 01 Apr 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 19 178 0 27 Mar 2019
On Boosting Semantic Street Scene Segmentation with Weak Supervision Panagiotis Meletis Gijs Dubbelman SSeg 27 7 0 08 Mar 2019
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference Jungbeom Lee Eunji Kim Sungmin Lee Jangho Lee Sungroh Yoon 19 422 0 27 Feb 2019
Interactive Full Image Segmentation by Considering All Regions Jointly E. Agustsson J. Uijlings V. Ferrari VLM 10 74 0 05 Dec 2018
Self-Erasing Network for Integral Object Attention Qibin Hou Peng-Tao Jiang Yunchao Wei Ming-Ming Cheng 17 277 0 23 Oct 2018
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 20 108 0 23 Oct 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 11 0 0 16 Oct 2018
Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic Segmentation Rania Briq Michael Moeller Juergen Gall SSeg 11 11 0 24 Jul 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 16 81 0 20 Jun 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 8 239 0 12 May 2018
Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions L. Yao Jordan Prosky Eric Poblenz Ben Covington Kevin Lyman 18 120 0 21 Mar 2018
Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning Weifeng Ge Sibei Yang Yizhou Yu 19 189 0 26 Feb 2018
Learning Semantic Segmentation with Diverse Supervision Linwei Ye Zhi Liu Yang Wang SSL SSeg 16 15 0 01 Feb 2018
Minimizing Supervision for Free-space Segmentation Satoshi Tsutsui Tommi Kerola Shunta Saito David J. Crandall 18 22 0 16 Nov 2017
A joint separation-classification model for sound event detection of weakly labelled data Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley 14 29 0 08 Nov 2017
Discovering Class-Specific Pixels for Weakly-Supervised Semantic Segmentation Arslan Chaudhry P. Dokania Philip H. S. Torr 14 123 0 18 Jul 2017
Adaptive Binarization for Weakly Supervised Affordance Segmentation Johann Sawatzky Juergen Gall 13 28 0 10 Jul 2017
No More Discrimination: Cross City Adaptation of Road Scene Segmenters Yi-Hsin Chen Wei-Yu Chen Yu-Ting Chen Bo-Cheng Tsai Y. Wang Min Sun SSeg 6 341 0 27 Apr 2017
Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging Yong-mei Xu Qiuqiang Kong Qiang Huang Wenwu Wang Mark D. Plumbley 13 67 0 17 Mar 2017
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 18 19,529 0 07 Oct 2016