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Improving Semantic Segmentation via Video Propagation and Label Relaxation

4 December 2018

Papers citing "Improving Semantic Segmentation via Video Propagation and Label Relaxation"

50 / 129 papers shown

Title
A Unified Efficient Pyramid Transformer for Semantic Segmentation Fangrui Zhu Yi Zhu Li Zhang Chongruo Wu Yanwei Fu Mu Li ViT 105 30 0 29 Jul 2021
Global Aggregation then Local Distribution for Scene Parsing Xiangtai Li Li Zhang Guangliang Cheng Kuiyuan Yang Yunhai Tong Xiatian Zhu Tao Xiang 94 17 0 28 Jul 2021
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation Sanghun Jung Jungsoo Lee Daehoon Gwak Sungha Choi Jaegul Choo 144 96 0 23 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 72 38 0 23 Jul 2021
Weighted Intersection over Union (wIoU) for Evaluating Image Segmentation Yeong-Jun Cho 114 24 0 21 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 118 241 0 02 Jul 2021
Multitask Learning for Scalable and Dense Multilayer Bayesian Map Inference Lu Gan Youngji Kim J. Grizzle Jeffrey M. Walls Ayoung Kim Ryan Eustice Maani Ghaffari 116 15 0 28 Jun 2021
Improved Real-Time Monocular SLAM Using Semantic Segmentation on Selective Frames Jinkyu Lee M. Back S. Hwang Il Yong Chun 52 18 0 30 Apr 2021
SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation Robin Shing Moon Chan Krzysztof Lis Svenja Uhlemeyer Hermann Blum S. Honari Roland Siegwart Pascal Fua Mathieu Salzmann Matthias Rottmann UQCV 109 136 0 30 Apr 2021
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety Sebastian Houben Stephanie Abrecht Maram Akila Andreas Bär Felix Brockherde ... Serin Varghese Michael Weber Sebastian J. Wirkert Tim Wirtz Matthias Woehrle AAML 126 58 0 29 Apr 2021
DeRenderNet: Intrinsic Image Decomposition of Urban Scenes with Shape-(In)dependent Shading Rendering Yongjie Zhu Jiajun Tang Si Li Boxin Shi 73 9 0 28 Apr 2021
Accelerating Sparse Deep Neural Networks Asit K. Mishra J. Latorre Jeff Pool Darko Stosic Dusan Stosic Ganesh Venkatesh Chong Yu Paulius Micikevicius 164 236 0 16 Apr 2021
Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction Wonkwang Lee Whie Jung Han Zhang Ting Chen Jing Yu Koh Thomas E. Huang Hyungsuk Yoon Honglak Lee Seunghoon Hong 57 29 0 14 Apr 2021
Improving Online Performance Prediction for Semantic Segmentation Marvin Klingner Andreas Bär Marcel A. Mross Tim Fingscheidt 75 4 0 12 Apr 2021
Panoptic Segmentation Forecasting Colin Graber Grace Tsai Michael Firman Gabriel J. Brostow Alex Schwing 59 12 0 08 Apr 2021
S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation Xiaotian Chen Yuwang Wang Xuejin Chen Wenjun Zeng 3DV 3DPC MDE 86 55 0 02 Apr 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 130 290 0 29 Mar 2021
Bootstrapped Self-Supervised Training with Monocular Video for Semantic Segmentation and Depth Estimation Yihao Zhang J. Leonard SSL MDE 36 5 0 19 Mar 2021
Pixel-wise Anomaly Detection in Complex Driving Scenes Giancarlo Di Biase Hermann Blum Roland Siegwart Cesar Cadena UQCV 75 156 0 09 Mar 2021
Learning Depth via Leveraging Semantics: Self-supervised Monocular Depth Estimation with Both Implicit and Explicit Semantic Guidance Rui Li Xiantuo He Danna Xue Shaolin Su Qing Mao Yu Zhu Jinqiu Sun Yanning Zhang SSL MDE 113 32 0 11 Feb 2021
Active Boundary Loss for Semantic Segmentation Chi-Yin Wang Yunke Zhang Miaomiao Cui Peiran Ren Yin Yang Xuansong Xie Xiansheng Hua Hujun Bao Weiwei Xu 74 66 0 04 Feb 2021
Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics Jakob Suchan M. Bhatt Srikrishna Varadarajan 63 30 0 28 Dec 2020
Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation Rui Li Qing Mao Pei Wang Xiantuo He Yu Zhu Jinqiu Sun Yanning Zhang MDE 61 7 0 15 Dec 2020
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation Robin Shing Moon Chan Matthias Rottmann Hanno Gottschalk OODD 136 154 0 09 Dec 2020
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 109 25 0 08 Dec 2020
A Self-Supervised Feature Map Augmentation (FMA) Loss and Combined Augmentations Finetuning to Efficiently Improve the Robustness of CNNs Nikhil Kapoor C. Yuan Jonas Löhdefink Roland S. Zimmermann Serin Varghese Fabian Hüger Nico M. Schmidt Peter Schlicht Tim Fingscheidt AAML 39 4 0 02 Dec 2020
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information S. Girisha Ujjwal Verma M. Pai R. Pai 58 42 0 29 Nov 2020
XTQA: Span-Level Explanations of the Textbook Question Answering Jie Ma Q. Zheng Jun Liu Qingyu Yin Jianlong Zhou Y. Huang 34 13 0 25 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 130 49 0 23 Nov 2020
CGAP2: Context and gap aware predictive pose framework for early detection of gestures Nishant Bhattacharya Suresh Sundaram 46 0 0 18 Nov 2020
Exploring Self-Attention for Visual Odometry H. Damirchi Rooholla Khorrambakht H. Taghirad 60 8 0 17 Nov 2020
A New Framework for Registration of Semantic Point Clouds from Stereo and RGB-D Cameras Ray Zhang Tzu-Yuan Lin Chien-Erh Lin Steven A. Parkison William Clark J. Grizzle Ryan Eustice Maani Ghaffari 3DV 3DPC 51 12 0 10 Nov 2020
Semantic Histogram Based Graph Matching for Real-Time Multi-Robot Global Localization in Large Scale Environment Xiyue Guo Junjie Hu Junfeng Chen Fuqin Deng Tin Lun Lam 65 64 0 19 Oct 2020
Unsupervised Semantic Aggregation and Deformable Template Matching for Semi-Supervised Learning Tao Han Junyu Gao Yuan. Yuan Qi. Wang 79 27 0 12 Oct 2020
Semantics through Time: Semi-supervised Segmentation of Aerial Videos with Iterative Label Propagation Alina Marcu Vlad Licaret Dragos Costea Marius Leordeanu 33 17 0 02 Oct 2020
Multi-domain semantic segmentation with pyramidal fusion Petra Bevandić Marin Orsic Ivan Grubišić Josip Saric Sinisa Segvic 80 8 0 02 Sep 2020
Generative View Synthesis: From Single-view Semantics to Novel-view Images T. Habtegebrial Varun Jampani Orazio Gallo D. Stricker 78 16 0 20 Aug 2020
Improving Semantic Segmentation via Decoupled Body and Edge Supervision Xiangtai Li Xia Li Li Zhang Guangliang Cheng Jianping Shi Zhouchen Lin Shaohua Tan Yunhai Tong 255 258 0 20 Jul 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 93 360 0 17 Jul 2020
World-Consistent Video-to-Video Synthesis Arun Mallya Ting-Chun Wang Karan Sapra Xuan Li VGen 89 92 0 16 Jul 2020
Learning Accurate and Human-Like Driving using Semantic Maps and Attention Simon Hecker Dengxin Dai Alexander Liniger Luc Van Gool 108 22 0 10 Jul 2020
SegFix: Model-Agnostic Boundary Refinement for Segmentation Yuhui Yuan Jingyi Xie Xilin Chen Jingdong Wang ISeg 171 199 0 08 Jul 2020
Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video Zixu Zhao Yueming Jin Xiaojie Gao Qi Dou Pheng-Ann Heng 79 44 0 06 Jul 2020
Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End Abdelrahman Eldesokey Michael Felsberg Karl Holmquist M. Persson BDL UQCV 70 113 0 05 Jun 2020
Hierarchical Multi-Scale Attention for Semantic Segmentation Andrew Tao Karan Sapra Bryan Catanzaro SSeg 83 453 0 21 May 2020
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation Liang-Chieh Chen Raphael Gontijo-Lopes Bowen Cheng Maxwell D. Collins E. D. Cubuk Barret Zoph Hartwig Adam Jonathon Shlens 138 75 0 20 May 2020
Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation Philipp Oberdiek Matthias Rottmann G. Fink 73 30 0 14 May 2020
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels Marvin Klingner Andreas Bär Philipp Donn Tim Fingscheidt CLL 160 45 0 12 May 2020
Hide-and-Seek: A Template for Explainable AI Thanos Tagaris A. Stafylopatis 24 6 0 30 Apr 2020
Improving Semantic Segmentation via Self-Training Yi Zhu Zhongyue Zhang Chongruo Wu Zhi-Li Zhang Tong He Hang Zhang R. Manmatha Mu Li Alex Smola VLM SSL 86 56 0 30 Apr 2020