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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

2 June 2016

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

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Title
An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs Murari Mandal Santosh Kumar Vipparthi 66 83 0 04 May 2021
End-to-end One-shot Human Parsing Haoyu He Bohan Zhuang Jing Zhang Jianfei Cai Dacheng Tao VLM 84 8 0 04 May 2021
Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning Tsung-Wei Ke Jyh-Jing Hwang Stella X. Yu SSL 91 75 0 03 May 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! H. Kervadec Houda Bahig L. Létourneau-Guillon Jose Dolz Ismail Ben Ayed 166 14 0 03 May 2021
Generation and frame characteristics of predefined evenly-distributed class centroids for pattern classification Haiping Hu Yingying Yan Qiuyu Zhu Guohui Zheng 40 8 0 02 May 2021
MarkerPose: Robust Real-time Planar Target Tracking for Accurate Stereo Pose Estimation Jhacson Meza L. Romero A. Marrugo 3DV 30 10 0 02 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 95 231 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 112 136 0 30 Apr 2021
Reproducibility of "FDA: Fourier Domain Adaptation forSemantic Segmentation A. Issar K. Mali Aryan Mehta Karan Uppal Saurabh Mishra Debashish Chakravarty 27 1 0 30 Apr 2021
Pyramid Medical Transformer for Medical Image Segmentation Zhuangzhuang Zhang Weixiong Zhang ViT MedIm 70 49 0 29 Apr 2021
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge Xiaoyue Wen M. Famouri Andrew Hryniowski Alexander Wong SSeg 60 7 0 29 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 130 58 0 29 Apr 2021
A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features Jun Li Zhaocong Wu Zhongwen Hu Canliang Jian Shaojie Luo Lichao Mou Xiaoxiang Zhu M. Molinier 103 56 0 29 Apr 2021
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Chen-Hao Chao Bo Wun Cheng Chun-Yi Lee 76 15 0 29 Apr 2021
Decoupled Dynamic Filter Networks Jingkai Zhou Varun Jampani Zhixiong Pi Qiong Liu Ming-Hsuan Yang 86 112 0 29 Apr 2021
Exploring Relational Context for Multi-Task Dense Prediction David Brüggemann Menelaos Kanakis Anton Obukhov Stamatios Georgoulis Luc Van Gool 128 77 0 28 Apr 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 113 1,034 0 28 Apr 2021
DeepSatData: Building large scale datasets of satellite images for training machine learning models Michail Tarasiou Stefanos Zafeiriou 60 3 0 28 Apr 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 125 141 0 28 Apr 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 194 210 0 27 Apr 2021
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception Daniel Gehrig Haoran Wang Ke Li René Zurbrugg Arpit Jadon Wim Abbeloos Daniel Olmeda Reino Luc Van Gool Dengxin Dai 90 6 0 27 Apr 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 136 62 0 27 Apr 2021
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning Xiangde Luo Guotai Wang Tao Song Jingyang Zhang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Vercauteren Shaoting Zhang 117 98 0 25 Apr 2021
A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images Libo Wang Rui Li Chenxi Duan Ce Zhang Xiaoliang Meng Shenghui Fang ViT 200 259 0 25 Apr 2021
Parallel mesh reconstruction streams for pose estimation of interacting hands U. Wollner Guy Ben-Yosef 3DH 31 0 0 25 Apr 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 159 761 0 24 Apr 2021
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation Ryuhei Hamaguchi Yasutaka Furukawa Masaki Onishi Ken Sakurada 35 4 0 22 Apr 2021
NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy Debesh Jha Nikhil Kumar Tomar Sharib Ali Michael A. Riegler Haavard D. Johansen Dag Johansen Thomas de Lange Pål Halvorsen 52 56 0 22 Apr 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu David Ferstl S. Schulter L. Zebedin Pascal Fua C. Leistner 166 38 0 22 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 158 146 0 22 Apr 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo VLM 135 69 0 21 Apr 2021
Comprehensive Multi-Modal Interactions for Referring Image Segmentation Kanishk Jain Vineet Gandhi 78 19 0 21 Apr 2021
Semantic Segmentation by Improved Generative Adversarial Networks ZengShun Zhaoa Yulong Wang Ke Liu Haoran Yang Qian Sun Heng Qiao GAN SSeg 52 6 0 20 Apr 2021
CTNet: Context-based Tandem Network for Semantic Segmentation Zechao Li Yanpeng Sun Jinhui Tang 91 180 0 20 Apr 2021
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng Leyi Wei R. Su OOD MedIm 102 48 0 20 Apr 2021
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation Changrui Chen Xin Sun Xiaorui Wang Junyu Dong Huiyu Zhou Sheng Chen 71 41 0 18 Apr 2021
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks Junyu Chen Ye Li L. Luna H. Chung S. Rowe Yong Du L. Solnes Eric C. Frey 26 19 0 17 Apr 2021
RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features Gang Zhang Xin Lu Jingru Tan Jianmin Li Zhaoxiang Zhang Quanquan Li Xiaolin Hu ISeg 99 98 0 17 Apr 2021
Weakly Supervised Object Localization and Detection: A Survey Dingwen Zhang Junwei Han Gong Cheng Ming-Hsuan Yang WSOD 109 278 0 16 Apr 2021
GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds Jinwei Gu Arun Mallya Serge Belongie Ming-Yuan Liu 95 122 0 15 Apr 2021
Learning structure-aware semantic segmentation with image-level supervision Jiawei Liu Jing Zhang Yicong Hong Nick Barnes 67 7 0 15 Apr 2021
Image Manipulation Detection by Multi-View Multi-Scale Supervision Xinru Chen Chengbo Dong Jiaqi Ji Juan Cao Xirong Li 71 172 0 14 Apr 2021
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang Huan Ling Jun Gao K. Yin Jean-Francois Lafleche Adela Barriuso Antonio Torralba Sanja Fidler 3DH GAN VLM 132 335 0 13 Apr 2021
VariTex: Variational Neural Face Textures Marcel C. Bühler Abhimitra Meka Gengyan Li Thabo Beeler Otmar Hilliges 3DH 76 34 0 13 Apr 2021
Learning Multi-modal Information for Robust Light Field Depth Estimation Yongri Piao Xinxin Ji Miao Zhang Yukun Zhang MDE 63 4 0 13 Apr 2021
Dynamic Fusion Network For Light Field Depth Estimation Yongri Piao Yukun Zhang Miao Zhang Xinxin Ji MDE 133 9 0 13 Apr 2021
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization Daiqing Li Junlin Yang Karsten Kreis Antonio Torralba Sanja Fidler GAN MedIm 114 189 0 12 Apr 2021
Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition Chuanxia Zheng Duy-Son Dao Guoxian Song Tat-Jen Cham Jianfei Cai 47 20 0 12 Apr 2021
Improving Online Performance Prediction for Semantic Segmentation Marvin Klingner Andreas Bär Marcel A. Mross Tim Fingscheidt 75 4 0 12 Apr 2021
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation Truong Dang T. Nguyen John Mccall Eyad Elyan Carlos Francisco Moreno-García SSeg 27 27 0 10 Apr 2021