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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
Importance of Self-Consistency in Active Learning for Semantic Segmentation S. Golestaneh Kris Kitani SSL 54 36 0 04 Aug 2020
Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation Hui Zhou Xinge Zhu Xiao-yang Song Yuexin Ma Zhe Wang Hongsheng Li Dahua Lin 3DPC 85 180 0 04 Aug 2020
Prior Guided Feature Enrichment Network for Few-Shot Segmentation Zhuotao Tian Hengshuang Zhao Michelle Shu Zhicheng Yang Ruiyu Li Jiaya Jia 94 520 0 04 Aug 2020
Learning Visual Representations with Caption Annotations Mert Bulent Sariyildiz J. Perez Diane Larlus VLM SSL 119 162 0 04 Aug 2020
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang UQCV WSOL 99 34 0 03 Aug 2020
Weakly-Supervised Semantic Segmentation via Sub-category Exploration Yu-Ting Chang Qiaosong Wang Wei-Chih Hung Robinson Piramuthu Yi-Hsuan Tsai Ming-Hsuan Yang 180 260 0 03 Aug 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation Wanli Chen Xinge Zhu Ruoqi Sun Junjun He Ruiyu Li Xiaoyong Shen Bei Yu ViT 132 61 0 02 Aug 2020
Diabetic Retinopathy Diagnosis based on Convolutional Neural Network Mohammed Hamzah Abed L. Muhammed Sarah Hussein Toman 30 11 0 01 Aug 2020
Photorealism in Driving Simulations: Blending Generative Adversarial Image Synthesis with Rendering Ekim Yurtsever Dongfang Yang Ibrahim Mert Koc Keith A. Redmill 33 6 0 31 Jul 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 143 1,245 0 30 Jul 2020
Heatmap-based Vanishing Point boosts Lane Detection Yin-Bo Liu M. Zeng Qing-Hao Meng 112 17 0 30 Jul 2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Tyler Lixuan Zhu Per Karlsson C. Bregler 3DH 108 30 0 30 Jul 2020
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 46 12 0 30 Jul 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 96 92 0 30 Jul 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation Jiale Cao Rao Muhammad Anwer Hisham Cholakkal Fahad Shahbaz Khan Yanwei Pang Ling Shao ISeg 68 172 0 29 Jul 2020
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation M.Naseer Subhani Mohsen Ali 71 69 0 28 Jul 2020
A deep learning based multiscale approach to segment cancer area in liver whole slide image Yanbo Feng A. Hafiane H. Laurent MedIm 52 3 0 25 Jul 2020
Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Menelaos Kanakis David Brüggemann Suman Saha Stamatios Georgoulis Anton Obukhov Luc Van Gool CLL 108 72 0 24 Jul 2020
Funnel Activation for Visual Recognition Ningning Ma Xinming Zhang Jian Sun ObjD 112 86 0 23 Jul 2020
End-to-end Learning of Compressible Features Saurabh Singh Sami Abu-El-Haija Nick Johnston Johannes Ballé Abhinav Shrivastava G. Toderici SSL 152 72 0 23 Jul 2020
Accurate RGB-D Salient Object Detection via Collaborative Learning Wei Ji Jingjing Li Miao Zhang Yongri Piao Huchuan Lu 86 161 0 23 Jul 2020
End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery Ali Hatamizadeh Debleena Sengupta Demetri Terzopoulos 103 44 0 22 Jul 2020
Depthwise Spatio-Temporal STFT Convolutional Neural Networks for Human Action Recognition Sudhakar Kumawat Manisha Verma Yuta Nakashima Shanmuganathan Raman 204 44 0 22 Jul 2020
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop Benjamin Biggs Oliver Boyne James Charles Andrew Fitzgibbon R. Cipolla 3DV 3DH 116 104 0 21 Jul 2020
AinnoSeg: Panoramic Segmentation with High Perfomance Jiahong Wu Jianfei Lu Xinxin Kang Yiming Zhang Yinhang Tang Jianfei Song Ze Huang Shenglan Ben Jiashui Huang Faen Zhang SSeg 38 3 0 21 Jul 2020
Can we cover navigational perception needs of the visually impaired by panoptic segmentation? Weipeng Mao Jiaming Zhang Kailun Yang Rainer Stiefelhagen 53 7 0 20 Jul 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 255 259 0 20 Jul 2020
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation Gabriel L. Oliveira S. Yogamani Wolfram Burgard Thomas Brox SSeg 47 1 0 19 Jul 2020
Class-wise Dynamic Graph Convolution for Semantic Segmentation Hanzhe Hu Deyi Ji Weihao Gan Shuai Bai Wei Wu Junjie Yan GNN SSeg 82 94 0 19 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 110 238 0 18 Jul 2020
Feature Pyramid Transformer Dong Zhang Hanwang Zhang Jinhui Tang Meng Wang Xiansheng Hua Qianru Sun ViT 78 258 0 18 Jul 2020
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation Dongyun Lin Yanpeng Cao Wenbin Zhu Yiqun Li UQCV 142 6 0 18 Jul 2020
Malleable 2.5D Convolution: Learning Receptive Fields along the Depth-axis for RGB-D Scene Parsing Yajie Xing Jingbo Wang Gang Zeng MDE 125 42 0 18 Jul 2020
Deep Learning of High-Order Interactions for Protein Interface Prediction Yi Liu Haonan Yuan Lei Cai Shuiwang Ji 67 57 0 18 Jul 2020
Surface Normal Estimation of Tilted Images via Spatial Rectifier Tien Do Khiem Vuong S. Roumeliotis H. Park 83 44 0 17 Jul 2020
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Haoran Wang T. Shen Wei Zhang Lingyu Duan Tao Mei 68 289 0 17 Jul 2020
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild Umberto Michieli E. Borsato Luca Rossi Pietro Zanuttigh 140 40 0 17 Jul 2020
Multi-scale Interactive Network for Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu ObjD 100 599 0 17 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 101 207 0 17 Jul 2020
SumGraph: Video Summarization via Recursive Graph Modeling Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn 79 55 0 17 Jul 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 93 361 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
Do Adversarially Robust ImageNet Models Transfer Better? Hadi Salman Andrew Ilyas Logan Engstrom Ashish Kapoor Aleksander Madry 139 428 0 16 Jul 2020
Kronecker Attention Networks Hongyang Gao Zhengyang Wang Shuiwang Ji 55 33 0 16 Jul 2020
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity Mykhaylo Andriluka S. Pellegrini S. Popov V. Ferrari VLM 62 7 0 16 Jul 2020
Defocus Blur Detection via Depth Distillation Xiaodong Cun Chi-Man Pun 64 27 0 16 Jul 2020
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation Christopher Neff A. Sheth Steven Furgurson Hamed Tabkhi 3DH 74 27 0 16 Jul 2020
Suppress and Balance: A Simple Gated Network for Salient Object Detection Xiaoqi Zhao Youwei Pang Lihe Zhang Huchuan Lu Lei Zhang 117 420 0 16 Jul 2020
Unseen Object Instance Segmentation for Robotic Environments Christopher Xie Yu Xiang Arsalan Mousavian Dieter Fox 116 132 0 16 Jul 2020
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning Viktor Olsson Wilhelm Tranheden Juliano Pinto Lennart Svensson 117 344 0 15 Jul 2020