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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
Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection Segmentation Jun Ma Yixin Wang Xingle An Cheng Ge Ziqi Yu ... Jian He Zhiqiang He Yuntao Zhu Ziwei Nie Xiaoping Yang 88 212 0 27 Apr 2020
DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images Ramy A. Zeineldin Mohamed E. Karar J. Coburger C. Wirtz Oliver Burgert 55 176 0 26 Apr 2020
Ultra Fast Structure-aware Deep Lane Detection Zequn Qin Huanyu Wang Xi Li 41 424 0 24 Apr 2020
Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation Marvin Klingner Andreas Bär Tim Fingscheidt AAML 95 40 0 23 Apr 2020
COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution Qingsen Yan Bo Wang Dong Gong Chuan Luo Wei Zhao Jianhuo Shen Javen Qinfeng Shi Shuo Jin Liang Zhang Zheng You 90 151 0 23 Apr 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 180 12,366 0 23 Apr 2020
Panoptic-based Image Synthesis Aysegül Dündar Karan Sapra Guilin Liu Andrew Tao Bryan Catanzaro 129 41 0 21 Apr 2020
Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI Jinyoung Kim R. Patriat J. Kaplan Oren Solomon N. Harel 37 17 0 21 Apr 2020
The 1st Agriculture-Vision Challenge: Methods and Results M. Chiu Xingqian Xu Kai Wang Jennifer Hobbs N. Hovakimyan ... S. Innani Prasad Dutande Bhakti Baheti Sanjay Talbar Jianyu Tang 138 24 0 21 Apr 2020
MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation Yu Qiu Yun-Hai Liu Shijie Li Jing Xu 65 149 0 21 Apr 2020
AdaX: Adaptive Gradient Descent with Exponential Long Term Memory Wenjie Li Zhaoyang Zhang Xinjiang Wang Ping Luo ODL 49 28 0 21 Apr 2020
Five Points to Check when Comparing Visual Perception in Humans and Machines Christina M. Funke Judy Borowski Karolina Stosio Wieland Brendel Thomas S. A. Wallis Matthias Bethge 71 33 0 20 Apr 2020
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification Huanrui Yang Minxue Tang W. Wen Feng Yan Daniel Hu Ang Li H. Li Yiran Chen 66 65 0 20 Apr 2020
ResNeSt: Split-Attention Networks Hang Zhang Chongruo Wu Zhongyue Zhang Yi Zhu Yanghua Peng ... Tong He Jonas W. Mueller R. Manmatha Mu Li Alex Smola 171 1,485 0 19 Apr 2020
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation Huimin Huang Lanfen Lin Ruofeng Tong Hongjie Hu Qiaowei Zhang Yutaro Iwamoto Xianhua Han Yenwei Chen Jian Wu SSeg 86 1,820 0 19 Apr 2020
Example-Guided Image Synthesis across Arbitrary Scenes using Masked Spatial-Channel Attention and Self-Supervision Haitian Zheng Haofu Liao Lele Chen Wei Xiong Tianlang Chen Jiebo Luo 65 3 0 18 Apr 2020
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection Keren Fu Deng-Ping Fan Ge-Peng Ji Qijun Zhao 3DV 135 274 0 18 Apr 2020
DMT: Dynamic Mutual Training for Semi-Supervised Learning Zhengyang Feng Qianyu Zhou Qiqi Gu Xin Tan Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 46 176 0 18 Apr 2020
IDDA: a large-scale multi-domain dataset for autonomous driving Emanuele Alberti A. Tavera Carlo Masone Barbara Caputo 56 47 0 17 Apr 2020
Learning to Predict Context-adaptive Convolution for Semantic Segmentation Jianbo Liu Junjun He Jimmy S. J. Ren Yu Qiao Hongsheng Li SSeg 140 28 0 17 Apr 2020
Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor Segmentation Wenshuai Zhao Dihong Jiang Jorge Peña Queralta Tomi Westerlund SSeg 53 70 0 17 Apr 2020
Fast Soft Color Segmentation Naofumi Akimoto Huachun Zhu Yanghua Jin Y. Aoki SSeg 138 27 0 17 Apr 2020
Self-Learning with Rectification Strategy for Human Parsing Tao Li Zhiyuan Liang Sanyuan Zhao Jiahao Gong Jianbing Shen 74 35 0 17 Apr 2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision Fei Pan Inkyu Shin François Rameau Seokju Lee In So Kweon SSL 88 374 0 16 Apr 2020
Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts Mingmin Zhen Jinglu Wang Lei Zhou Shiwei Li Tianwei Shen Jiaxiang Shang Tian Fang Quan Long 91 129 0 16 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 76 382 0 15 Apr 2020
Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation Yawei Luo Ping Liu T. Guan Junqing Yu Yi Yang 44 115 0 13 Apr 2020
Rethinking Differentiable Search for Mixed-Precision Neural Networks Zhaowei Cai Nuno Vasconcelos MQ 49 126 0 13 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 103 902 0 11 Apr 2020
Learning to Manipulate Individual Objects in an Image Yanchao Yang Yutong Chen Stefano Soatto OCL 114 38 0 11 Apr 2020
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 109 256 0 10 Apr 2020
Entropy-Based Modeling for Estimating Soft Errors Impact on Binarized Neural Network Inference N. Khoshavi S. Sargolzaei A. Roohi Connor Broyles Yu Bi AAML 27 1 0 10 Apr 2020
SESAME: Semantic Editing of Scenes by Adding, Manipulating or Erasing Objects Evangelos Ntavelis Andrés Romero I. Kastanis Luc Van Gool Radu Timofte VLM 180 76 0 10 Apr 2020
Phase Consistent Ecological Domain Adaptation Yanchao Yang Dong Lao G. Sundaramoorthi Stefano Soatto 77 117 0 10 Apr 2020
Learning to Drive Off Road on Smooth Terrain in Unstructured Environments Using an On-Board Camera and Sparse Aerial Images Travis Manderson Stefan Wapnick David Meger Gregory Dudek 73 34 0 09 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 101 632 0 09 Apr 2020
Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation Lin-Zhuo Chen Zheng Lin Ziqin Wang Yong-Liang Yang Ming-Ming Cheng 3DPC 117 127 0 09 Apr 2020
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution Marcel C. Bühler Andrés Romero Radu Timofte SupR 114 34 0 09 Apr 2020
Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels Xun Xu Gim Hee Lee 3DPC 85 93 0 08 Apr 2020
Adaptive Fractional Dilated Convolution Network for Image Aesthetics Assessment Qiuyu Chen Wei Zhang Ning Zhou Peng Lei Yi Xu Yu Zheng Jianping Fan 62 77 0 06 Apr 2020
DualSDF: Semantic Shape Manipulation using a Two-Level Representation Jinwei Gu Hadar Averbuch-Elor Noah Snavely Serge J. Belongie 3DPC 65 113 0 06 Apr 2020
Self-Supervised Scene De-occlusion Xiaohang Zhan Xingang Pan Bo Dai Ziwei Liu Dahua Lin Chen Change Loy 94 139 0 06 Apr 2020
Real-Time Segmentation Networks should be Latency Aware Evann Courdier François Fleuret VOS SSeg 67 5 0 06 Apr 2020
EfficientPS: Efficient Panoptic Segmentation Rohit Mohan Abhinav Valada 118 237 0 05 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 126 1,236 0 05 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 68 18 0 04 Apr 2020
Segmentation for Classification of Screening Pancreatic Neuroendocrine Tumors Zhuotun Zhu Yongyi Lu Wei Shen Elliot K. Fishman Alan Yuille 48 10 0 04 Apr 2020
Neural Architecture Search for Lightweight Non-Local Networks Yingwei Li Xiaojie Jin Jieru Mei Xiaochen Lian Linjie Yang Cihang Xie Qihang Yu Yuyin Zhou S. Bai Alan Yuille 73 52 0 04 Apr 2020
Pixel Consensus Voting for Panoptic Segmentation Haochen Wang Ruotian Luo Michael Maire Gregory Shakhnarovich ISeg 89 40 0 04 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 88 187 0 03 Apr 2020