v1v2 (latest)

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"

50 / 4,490 papers shown

Title
Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN Desheng Wang Wei-dong Jin Yunpu Wu Aamir Khan GAN 53 8 0 08 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 119 109 0 07 Mar 2021
Use square root affinity to regress labels in semantic segmentation Lumeng Cao Zhouwang Yang 38 1 0 07 Mar 2021
Learning Statistical Texture for Semantic Segmentation Lanyun Zhu Deyi Ji Shiping Zhu Weihao Gan Wei Wu Junjie Yan 82 124 0 06 Mar 2021
Convolution Neural Network Hyperparameter Optimization Using Simplified Swarm Optimization W. Yeh Yi-Ping Lin Yun-Chia Liang Chyh-Ming Lai 48 10 0 06 Mar 2021
A Convolutional Architecture for 3D Model Embedding Arniel Labrada B. Bustos I. Sipiran 3DPC 3DV 25 5 0 05 Mar 2021
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC) Jean LeĆlerc Arrastia Nick Heilenkötter Daniel Otero Baguer Lena Hauberg-Lotte T. Boskamp Sonja Hetzer Nicole Duschner Jörg Schaller Peter Maass 46 46 0 05 Mar 2021
Variational Structured Attention Networks for Deep Visual Representation Learning Guanglei Yang Paolo Rota Xavier Alameda-Pineda Dan Xu M. Ding Elisa Ricci 3DPC 59 4 0 05 Mar 2021
Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks Teppei Suzuki SupR SSeg 63 2 0 05 Mar 2021
PolarNet: Accelerated Deep Open Space Segmentation Using Automotive Radar in Polar Domain F. Nowruzi Dhanvin Kolhatkar Prince Kapoor E. J. Heravi Fahed Al Hassanat R. Laganière Julien Rebut Waqas Malik 61 10 0 04 Mar 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 88 58 0 03 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 105 225 0 03 Mar 2021
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics Nati Daniel Ariel Larey Eliel Aknin Garrett A. Osswald J. Caldwell ... Guang-Yu Yang Nicoleta C. Arva K. Capocelli M. Rothenberg Y. Savir 51 7 0 02 Mar 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation Yukun Su Rui Sun Guosheng Lin Qingyao Wu 151 121 0 02 Mar 2021
Categorical Depth Distribution Network for Monocular 3D Object Detection Cody Reading Ali Harakeh Julia Chae Steven L. Waslander 3DPC 274 497 0 01 Mar 2021
Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning A. Jaus Kailun Yang Rainer Stiefelhagen 98 36 0 01 Mar 2021
Deep Colormap Extraction from Visualizations Linping Yuan Wei Zeng Siwei Fu Zhiliang Zeng Haotian Li Chi-Wing Fu Huamin Qu 62 20 0 01 Mar 2021
Perspectives on individual animal identification from biology and computer vision Maxime Vidal Nathan Wolf B. Rosenberg B. Harris Alexander Mathis 76 64 0 28 Feb 2021
Snowy Night-to-Day Translator and Semantic Segmentation Label Similarity for Snow Hazard Indicator Takato Yasuno Hiroaki Sugawara Junichiro Fujii Ryuto Yoshida ViT 13 1 0 28 Feb 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 110 60 0 28 Feb 2021
Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition Jiebin Yan Yu Zhong Yuming Fang Zhangyang Wang Kede Ma UQCV 79 18 0 27 Feb 2021
CXR-Net: An Artificial Intelligence Pipeline for Quick Covid-19 Screening of Chest X-Rays H. Abdulah B. Huber Sinan Lal H. Abdallah L. Palese H. Soltanian-Zadeh D. Gatti 76 4 0 26 Feb 2021
Recursive Training for Zero-Shot Semantic Segmentation Ce Wang M. Farazi Nick Barnes VLM 52 1 0 26 Feb 2021
Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion Zhaozhuo Xu Aditya Desai Menal Gupta A. Chandran A. Vial-Aussavy Anshumali Shrivastava 42 1 0 26 Feb 2021
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Inseop Chung Daesik Kim Nojun Kwak 77 16 0 25 Feb 2021
Automatic Cell Counting in Flourescent Microscopy Using Deep Learning R. Morelli L. Clissa M. Dalla M. Luppi L. Rinaldi A. Zoccoli 86 4 0 24 Feb 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 588 3,757 0 24 Feb 2021
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting Shunxin Xu Ke Sun Dong Liu Zhiwei Xiong Zhengjun Zha 51 10 0 24 Feb 2021
STEP: Segmenting and Tracking Every Pixel Mark Weber Jun Xie Maxwell D. Collins Yukun Zhu P. Voigtlaender ... Bastian Leibe Zorah Lähner Aljosa Osep Laura Leal-Taixé Liang-Chieh Chen VOS 124 76 0 23 Feb 2021
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation Tao Chen G. Xie Yazhou Yao Qiong Wang Fumin Shen Zhenmin Tang Jian Zhang VLM 60 44 0 22 Feb 2021
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification Yixin Li Xinran Wu Chen Li Changhao Sun M. Rahaman Hao Chen Yudong Yao Xiaoyan Li Yong Zhang Tao Jiang 87 25 0 21 Feb 2021
Hard-Attention for Scalable Image Classification Athanasios Papadopoulos Pawel Korus N. Memon 121 25 0 20 Feb 2021
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace Zhiyi Pan Peng-Tao Jiang Yunhai Wang Changhe Tu Anthony G. Cohn UQCV 113 40 0 19 Feb 2021
Temporal Memory Attention for Video Semantic Segmentation Hao Wang Weining Wang Jing Liu VOS 87 69 0 17 Feb 2021
Instance Localization for Self-supervised Detection Pretraining Ceyuan Yang Zhirong Wu Bolei Zhou Stephen Lin ViT SSL 172 149 0 16 Feb 2021
3D Fully Convolutional Neural Networks with Intersection Over Union Loss for Crop Mapping from Multi-Temporal Satellite Images S. Mohammadi Mariana Belgiu Alfred Stein 55 8 0 15 Feb 2021
Reviving Iterative Training with Mask Guidance for Interactive Segmentation Konstantin Sofiiuk Ilya A. Petrov Anton Konushin 143 218 0 12 Feb 2021
Broad-UNet: Multi-scale feature learning for nowcasting tasks Jesús García Fernández S. Mehrkanoon 67 70 0 12 Feb 2021
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Shigemichi Matsuzaki J. Miura Hiroaki Masuzawa 89 9 0 12 Feb 2021
Shelf-Supervised Mesh Prediction in the Wild Yufei Ye Shubham Tulsiani Abhinav Gupta 183 78 0 11 Feb 2021
Scale Normalized Image Pyramids with AutoFocus for Object Detection Bharat Singh Mahyar Najibi Abhishek Sharma L. Davis ObjD 77 18 0 10 Feb 2021
Sequential vessel segmentation via deep channel attention network Dongdong Hao Song Ding Linwei Qiu Yisong Lv B. Fei Yueqi Zhu Binjie Qin 76 53 0 10 Feb 2021
Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network Linwei Ye Mrigank Rochan Zhi Liu Xiaoqin Zhang Yang Wang VOS EgoV 66 57 0 09 Feb 2021
Adversarial Imaging Pipelines Buu Phan Fahim Mannan Felix Heide AAML 56 26 0 07 Feb 2021
MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning Abhishek Bihani H. Daigle Javier E. Santos C. Landry M. Prodanović K. Milliken 47 38 0 05 Feb 2021
Instance and Panoptic Segmentation Using Conditional Convolutions Zhi Tian Bowen Zhang Hao Chen Chunhua Shen ISeg 134 42 0 05 Feb 2021
Deep Texture-Aware Features for Camouflaged Object Detection Jingjing Ren Xiaowei Hu Lei Zhu Xuemiao Xu Yangyang Xu Weiming Wang Zijun Deng Pheng-Ann Heng ObjD 157 113 0 05 Feb 2021
RoI Tanh-polar Transformer Network for Face Parsing in the Wild Yiming Lin Jie Shen Yujiang Wang Maja Pantic CVBM ViT 100 50 0 04 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
Occluded Video Instance Segmentation: A Benchmark Jiyang Qi Yan Gao Yao Hu Xinggang Wang Xiaoyu Liu Xiang Bai Serge Belongie Alan Yuille Philip Torr S. Bai VOS VLM 121 142 0 02 Feb 2021