Simple Does It: Weakly Supervised Instance and Semantic Segmentation

24 March 2016

Anna Khoreva

Rodrigo Benenson

J. Hosang

Matthias Hein

Bernt Schiele

Papers citing "Simple Does It: Weakly Supervised Instance and Semantic Segmentation"

50 / 361 papers shown

Title
Weakly Supervised Semantic Segmentation of Satellite Images A. Nivaggioli Hicham Randrianarivo 14 28 0 08 Apr 2019
ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors Weicheng Kuo A. Angelova Jitendra Malik Nayeon Lee 3DPC ISeg 30 117 0 05 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
BAE-NET: Branched Autoencoder for Shape Co-Segmentation Zhiqin Chen K. Yin Matthew Fisher S. Chaudhuri Hao Zhang 25 137 0 27 Mar 2019
Large-scale interactive object segmentation with human annotators Rodrigo Benenson S. Popov V. Ferrari VLM 23 221 0 26 Mar 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation Måns Larsson Erik Stenborg Lars Hammarstrand Torsten Sattler Mark Pollefeys Fredrik Kahl 3DPC 21 74 0 16 Mar 2019
Machine-assisted annotation of forensic imagery Sara Mousavi Ramin Nabati Megan Kleeschulte A. Mockus 11 3 0 28 Feb 2019
Semantic Relational Object Tracking A. Persson Pedro Zuidberg Dos Martires Amy Loutfi Luc de Raedt 11 27 0 26 Feb 2019
Coarse-to-fine Semantic Segmentation from Image-level Labels Longlong Jing Yucheng Chen Yingli Tian SSeg VLM 22 115 0 28 Dec 2018
Weakly Supervised Instance Segmentation Using Hybrid Network Shisha Liao Yongqing Sun Chenqiang Gao Pranav Shenoy KP Song Mu J. Shimamura Atsushi Sagata SSeg 22 11 0 12 Dec 2018
Scale-aware multi-level guidance for interactive instance segmentation Soumajit Majumder Angela Yao 11 1 0 07 Dec 2018
Interactive Full Image Segmentation by Considering All Regions Jointly E. Agustsson J. Uijlings V. Ferrari VLM 12 74 0 05 Dec 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation Junsong Fan Zhaoxiang Zhang Tieniu Tan Chunfeng Song Jun Xiao 33 205 0 27 Nov 2018
Tracing in 2D to Reduce the Annotation Effort for 3D Deep Delineation Mateusz Koziñski Agata Mosinska Mathieu Salzmann Pascal Fua MedIm 3DV 39 20 0 26 Nov 2018
A Novel Technique for Evidence based Conditional Inference in Deep Neural Networks via Latent Feature Perturbation Dinesh Khandelwal Suyash Agrawal Parag Singla Chetan Arora 11 1 0 24 Nov 2018
SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint Pavel Ostyakov Roman Suvorov Elizaveta Logacheva Oleg Khomenko Sergey I. Nikolenko GAN 19 23 0 19 Nov 2018
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks Mostafa S. Ibrahim Arash Vahdat Mani Ranjbar W. Macready 20 83 0 17 Nov 2018
Learning Segmentation Masks with the Independence Prior Songmin Dai Xiaoqiang Li Lu Wang Pin Wu Weiqin Tong Yimin Chen ISeg GAN 35 3 0 12 Nov 2018
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation Radek Mackowiak Philip Lenz Omair Ghori Ferran Diego O. Lange Carsten Rother 39 108 0 23 Oct 2018
A Weakly Supervised Approach for Estimating Spatial Density Functions from High-Resolution Satellite Imagery Nathan Jacobs Adam Kraft M. U. Rafique Ranti Dev Sharma 15 13 0 22 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation Xiaolin Zhang Yunchao Wei Yi Yang Thomas Huang VLM 20 458 0 22 Oct 2018
Generating Self-Guided Dense Annotations for Weakly Supervised Semantic Segmentation Zi-Yi Ke Chiou-Ting Hsu 29 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 21 0 0 17 Sep 2018
Interactive Binary Image Segmentation with Edge Preservation Jianfeng Zhang Liezhuo Zhang Yuankai Teng Xiaoping Zhang Song Wang L. Ju 26 4 0 10 Sep 2018
On the Importance of Visual Context for Data Augmentation in Scene Understanding Nikita Dvornik Julien Mairal Cordelia Schmid 29 84 0 06 Sep 2018
Unsupervised learning of foreground object detection Ioana Croitoru Simion-Vlad Bogolin Marius Leordeanu OCL 28 48 0 14 Aug 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip Torr 32 164 0 10 Aug 2018
Towards Closing the Gap in Weakly Supervised Semantic Segmentation with DCNNs: Combining Local and Global Models Christoph Mayer Radu Timofte Grégory Paul UQCV 17 8 0 05 Aug 2018
Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection S. Akram Talha Qaiser S. Graham Arno Solin J. Heikkilä Nasir M. Rajpoot 16 31 0 31 Jul 2018
W-TALC: Weakly-supervised Temporal Activity Localization and Classification S. Paul Sourya Roy Amit K. Roy-Chowdhury 30 306 0 27 Jul 2018
AutoLoc: Weakly-supervised Temporal Action Localization Zheng Shou Hang Gao Lei Zhang K. Miyazawa Shih-Fu Chang 34 258 0 22 Jul 2018
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez 14 154 0 16 Jul 2018
Acquire, Augment, Segment & Enjoy: Weakly Supervised Instance Segmentation of Supermarket Products P. Follmann Bertram Drost T. Böttger 19 5 0 05 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
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation Zhuo Zhao Ling Yang Hao Zheng Ian H. Guldner Siyuan Zhang Danny Chen 3DV ISeg 17 76 0 28 Jun 2018
Fluid Annotation: A Human-Machine Collaboration Interface for Full Image Annotation Mykhaylo Andriluka J. Uijlings V. Ferrari VLM 24 81 0 20 Jun 2018
Weakly-Supervised Semantic Segmentation by Iteratively Mining Common Object Features Xiang Wang Shaodi You Xi Li Huimin Ma 27 300 0 12 Jun 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
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations M. Gadermayr Laxmi Gupta B. Klinkhammer P. Boor Dorit Merhof GAN MedIm 28 21 0 25 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
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Supervised Semantic Segmentation Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang SSeg 44 542 0 11 May 2018
Normalized Cut Loss for Weakly-supervised CNN Segmentation Meng Tang Abdelaziz Djelouah Federico Perazzi Yuri Boykov Christopher Schroers 14 316 0 04 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
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 234 741 0 28 Mar 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
Learning to Segment via Cut-and-Paste Tal Remez Jonathan Huang Matthew A. Brown 42 99 0 16 Mar 2018
Pseudo Mask Augmented Object Detection Xiangyu Zhao Shuang Liang Yichen Wei ObjD 21 42 0 15 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 25 1,529 0 28 Feb 2018