Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation

9 February 2015

Papers citing "Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image Segmentation"

50 / 174 papers shown

Title
Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning Xiang Wang Sifei Liu Huimin Ma Ming-Hsuan Yang 24 89 0 19 Feb 2020
Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition Hubert Lin P. Upchurch Kavita Bala 23 22 0 16 Feb 2020
Learn to Predict Sets Using Feed-Forward Neural Networks H. Rezatofighi Tianyu Zhu Roman Kaskman F. Motlagh Javen Qinfeng Shi Anton Milan Daniel Cremers Laura Leal-Taixé Ian Reid SSL 61 15 0 30 Jan 2020
Evaluating Weakly Supervised Object Localization Methods Right Junsuk Choe Seong Joon Oh Seungho Lee Sanghyuk Chun Zeynep Akata Hyunjung Shim WSOL 303 186 0 21 Jan 2020
Discovering Latent Classes for Semi-Supervised Semantic Segmentation Olga Zatsarynna Johann Sawatzky Juergen Gall 38 1 0 30 Dec 2019
AI Benchmark: All About Deep Learning on Smartphones in 2019 Andrey D. Ignatov Radu Timofte Andrei Kulik Seungsoo Yang Ke Wang Felix Baum Max Wu Lirong Xu Luc Van Gool ELM 23 218 0 15 Oct 2019
Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets Sinem Aslan Marcello Pelillo 18 1 0 20 Sep 2019
Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 31 20 0 09 Sep 2019
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Umberto Michieli Matteo Biasetton Gianluca Agresti Pietro Zanuttigh GAN 13 58 0 02 Sep 2019
HA-CCN: Hierarchical Attention-based Crowd Counting Network Vishwanath A. Sindagi Vishal M. Patel 20 187 0 24 Jul 2019
Incorporating Human Domain Knowledge in 3D LiDAR-based Semantic Segmentation Jilin Mei Huijing Zhao 3DV VLM 25 22 0 23 May 2019
Budget-aware Semi-Supervised Semantic and Instance Segmentation Míriam Bellver Amaia Salvador Jordi Torres Xavier Giró-i-Nieto ISeg 27 27 0 14 May 2019
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 36 652 0 09 May 2019
Segmentation is All You Need Zehua Cheng Yuxiang Wu Zhenghua Xu Thomas Lukasiewicz Weiyan Wang 33 20 0 30 Apr 2019
Transferable Semi-supervised 3D Object Detection from RGB-D Data Y. S. Tang Gim Hee Lee 3DPC 36 39 0 23 Apr 2019
$UG$^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments$ UG $^{2+}$ Track 2: A Collective Benchmark Effort for Evaluating and Advancing Image Understanding in Poor Visibility Environments Ye Yuan Wenhan Yang Wenqi Ren Xin Liu Cheng Chi Haiquan Wang 3DV 46 227 0 09 Apr 2019
COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation Andrea Zugarini S. Melacci Monica Bianchini Marco Maggini 13 37 0 01 Apr 2019
RefineLoc: Iterative Refinement for Weakly-Supervised Action Localization Alejandro Pardo Humam Alwassel Fabian Caba Heilbron Ali K. Thabet Guohao Li 43 52 0 30 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
On Boosting Semantic Street Scene Segmentation with Weak Supervision Panagiotis Meletis Gijs Dubbelman SSeg 32 7 0 08 Mar 2019
Self-Supervised Surgical Tool Segmentation using Kinematic Information C. Rocha N. Padoy Benoit Rosa 22 42 0 13 Feb 2019
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 42 108 0 23 Oct 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 32 0 0 16 Oct 2018
Vision-based Navigation of Autonomous Vehicle in Roadway Environments with Unexpected Hazards Mhafuzul Islam M. Chowdhury Hongda Li Hongxin Hu AAML 16 12 0 27 Sep 2018
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation Chuang Niu Shenghan Ren Jimin Liang SSeg 24 0 0 17 Sep 2018
Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic Segmentation Rania Briq Michael Moeller Juergen Gall SSeg 21 11 0 24 Jul 2018
Invariant Information Clustering for Unsupervised Image Classification and Segmentation Xu Ji João F. Henriques Andrea Vedaldi SSL VLM 33 841 0 17 Jul 2018
Learning to Segment Medical Images with Scribble-Supervision Alone Y. Can K. Chaitanya Basil Mustafa Lisa M. Koch E. Konukoglu Christian F. Baumgartner 16 87 0 12 Jul 2018
Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes Fangneng Zhan Shijian Lu Chuhui Xue 25 111 0 09 Jul 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 18 60 0 03 Jul 2018
Accurate Weakly-Supervised Deep Lesion Segmentation using Large-Scale Clinical Annotations: Slice-Propagated 3D Mask Generation from 2D RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Ling Yang Ronald M. Summers MedIm 3DV 66 63 0 02 Jul 2018
BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation Ling Yang Yizhe Zhang Zhuo Zhao Hao Zheng Peixian Liang M. Ying A. Ahuja Danny Chen 24 31 0 02 Jun 2018
DeepEM: Deep 3D ConvNets With EM For Weakly Supervised Pulmonary Nodule Detection Wentao Zhu Y. S. Vang Yufang Huang Xiaohui Xie MedIm 33 57 0 14 May 2018
Constrained-CNN losses for weakly supervised segmentation H. Kervadec Jose Dolz Meng Tang Eric Granger Yuri Boykov Ismail Ben Ayed 27 239 0 12 May 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 28 102 0 10 May 2018
Lidar Cloud Detection with Fully Convolutional Networks E. Cromwell Donna Flynn 3DPC 18 16 0 02 May 2018
The Limits and Potentials of Deep Learning for Robotics Niko Sünderhauf Oliver Brock Walter J. Scheirer R. Hadsell Dieter Fox ... B. Upcroft Pieter Abbeel Wolfram Burgard Michael Milford Peter Corke 17 522 0 18 Apr 2018
Weakly Supervised Instance Segmentation using Class Peak Response Yanzhao Zhou Yi Zhu QiXiang Ye Qiang Qiu Jianbin Jiao WSOL 27 274 0 03 Apr 2018
On Regularized Losses for Weakly-supervised CNN Segmentation Meng Tang Federico Perazzi Abdelaziz Djelouah Ismail Ben Ayed Christopher Schroers Yuri Boykov 22 294 0 26 Mar 2018
Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation Panagiotis Meletis Gijs Dubbelman SSeg 17 63 0 15 Mar 2018
Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care Patrick Schwab E. Keller C. Muroi David J. Mack C. Strässle W. Karlen 29 23 0 14 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 34 12,927 0 07 Feb 2018
Accurate Weakly Supervised Deep Lesion Segmentation on CT Scans: Self-Paced 3D Mask Generation from RECIST Jinzheng Cai Youbao Tang Le Lu Adam P. Harrison Ke Yan Jing Xiao Lin Yang Ronald M. Summers MedIm 49 13 0 25 Jan 2018
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction Yuan Gao Jiayi Ma Mingbo Zhao Wen Liu Alan Yuille 36 252 0 25 Jan 2018
Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning Yang Nan Gianmarc Coppola Q. Liang Kunlin Zou Wei Sun Dan Zhang Yaonan Wang Guanzhen Yu 23 7 0 20 Dec 2017
Single-Shot Object Detection with Enriched Semantics Zhishuai Zhang Siyuan Qiao Cihang Xie Wei Shen Bo Wang Alan Yuille ObjD 27 207 0 01 Dec 2017
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection Siyang Li Xiangxin Zhu Qin Huang Hao Xu C.-C. Jay Kuo WSOD 44 35 0 25 Nov 2017
Transferable Semi-supervised Semantic Segmentation Huaxin Xiao Yunchao Wei Yu Liu Maojun Zhang Jiashi Feng 25 27 0 18 Nov 2017
Semantic Segmentation from Limited Training Data Anton Milan Trung T. Pham B. V. Kumar D. Morrison Adam W. Tow ... Christopher F. Lehnert G. Lin Ian Reid Peter Corke Jurgen Leitner 16 51 0 22 Sep 2017
Joint Learning of Set Cardinality and State Distribution S. Hamid Rezatofighi Anton Milan Javen Qinfeng Shi A. Dick Ian Reid SSL BDL 35 16 0 13 Sep 2017