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Rethinking Atrous Convolution for Semantic Image Segmentation
v1v2v3 (latest)

Rethinking Atrous Convolution for Semantic Image Segmentation

17 June 2017
Liang-Chieh Chen
George Papandreou
Florian Schroff
Hartwig Adam
    SSeg
ArXiv (abs)PDFHTML

Papers citing "Rethinking Atrous Convolution for Semantic Image Segmentation"

50 / 2,592 papers shown
Title
Learning to Compose Dynamic Tree Structures for Visual Contexts
Learning to Compose Dynamic Tree Structures for Visual Contexts
Kaihua Tang
Hanwang Zhang
Baoyuan Wu
Wenhan Luo
Wen Liu
117
505
0
05 Dec 2018
Multi$^{\mathbf{3}}$Net: Segmenting Flooded Buildings via Fusion of
  Multiresolution, Multisensor, and Multitemporal Satellite Imagery
Multi3^{\mathbf{3}}3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
Tim G. J. Rudner
M. Rußwurm
Jakub Fil
R. Pelich
B. Bischke
V. Kopačková
Piotr Bilinski
AI4CE
62
107
0
05 Dec 2018
Bag of Tricks for Image Classification with Convolutional Neural
  Networks
Bag of Tricks for Image Classification with Convolutional Neural Networks
Tong He
Zhi-Li Zhang
Hang Zhang
Zhongyue Zhang
Junyuan Xie
Mu Li
308
1,422
0
04 Dec 2018
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image
  segmentation
MDU-Net: Multi-scale Densely Connected U-Net for biomedical image segmentation
Jiawei Zhang
Yuzhen Jin
Jilan Xu
Xiaowei Xu
Yanchun Zhang
SSegMedImAI4CE
128
119
0
02 Dec 2018
Snapshot Distillation: Teacher-Student Optimization in One Generation
Snapshot Distillation: Teacher-Student Optimization in One Generation
Chenglin Yang
Lingxi Xie
Chi Su
Alan Yuille
84
193
0
01 Dec 2018
Practical Full Resolution Learned Lossless Image Compression
Practical Full Resolution Learned Lossless Image Compression
Fabian Mentzer
E. Agustsson
Michael Tschannen
Radu Timofte
Luc Van Gool
120
200
0
30 Nov 2018
Graph-Based Global Reasoning Networks
Graph-Based Global Reasoning Networks
Yunpeng Chen
Marcus Rohrbach
Zhicheng Yan
Shuicheng Yan
Jiashi Feng
Yannis Kalantidis
GNNNAI
315
460
0
30 Nov 2018
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation
Evaluating Bayesian Deep Learning Methods for Semantic Segmentation
Jishnu Mukhoti
Y. Gal
UQCVBDL
112
225
0
30 Nov 2018
Parsing R-CNN for Instance-Level Human Analysis
Parsing R-CNN for Instance-Level Human Analysis
Lu Yang
Q. Song
Zhihui Wang
Ming Jiang
SSeg
131
123
0
30 Nov 2018
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View
  Co-Training
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training
Yingda Xia
Fengze Liu
Ke Wang
Jinzheng Cai
Lequan Yu
Zhuotun Zhu
Daguang Xu
Alan Yuille
H. Roth
248
128
0
29 Nov 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras
EV-SegNet: Semantic Segmentation for Event-based Cameras
Inigo Alonso
Ana C. Murillo
132
142
0
29 Nov 2018
CCNet: Criss-Cross Attention for Semantic Segmentation
CCNet: Criss-Cross Attention for Semantic Segmentation
Zilong Huang
Xinggang Wang
Yunchao Wei
Lichao Huang
Humphrey Shi
Wenyu Liu
Chang Huang
VOS
231
2,569
0
28 Nov 2018
ESPNetv2: A Light-weight, Power Efficient, and General Purpose
  Convolutional Neural Network
ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network
Sachin Mehta
Mohammad Rastegari
Linda G. Shapiro
Hannaneh Hajishirzi
VLM
89
401
0
28 Nov 2018
ShelfNet for Fast Semantic Segmentation
ShelfNet for Fast Semantic Segmentation
Juntang Zhuang
Tomoki Hayashi
Lin Gu
Shinji Watanabe
SSeg
73
4
0
27 Nov 2018
Affinity Derivation and Graph Merge for Instance Segmentation
Affinity Derivation and Graph Merge for Instance Segmentation
Yiding Liu
Siyu Yang
Bin Li
Wen-gang Zhou
Jizheng Xu
Houqiang Li
Yan Lu
ISegSSeg
82
107
0
27 Nov 2018
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic
  Segmentation
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation
Junsong Fan
Zhaoxiang Zhang
Tieniu Tan
Chunfeng Song
Jun Xiao
153
212
0
27 Nov 2018
Structured Binary Neural Networks for Accurate Image Classification and
  Semantic Segmentation
Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation
Bohan Zhuang
Chunhua Shen
Mingkui Tan
Lingqiao Liu
Ian Reid
MQ
90
154
0
22 Nov 2018
Semantic Stereo for Incidental Satellite Images
Semantic Stereo for Incidental Satellite Images
Marc Bosch
Kevin Foster
Gordon A. Christie
Sean Wang
Gregory Hager
M. Brown
3DV
79
141
0
21 Nov 2018
Double Refinement Network for Efficient Indoor Monocular Depth
  Estimation
Double Refinement Network for Efficient Indoor Monocular Depth Estimation
Nikita Durasov
Mikhail Romanov
Valeriya Bubnova
P. Bogomolov
Anton Konushin
MDE3DV
87
10
0
20 Nov 2018
Sensor Adaptation for Improved Semantic Segmentation of Overhead Imagery
Sensor Adaptation for Improved Semantic Segmentation of Overhead Imagery
Marc Bosch
Gordon A. Christie
C. Gifford
SSeg
47
7
0
20 Nov 2018
CGNet: A Light-weight Context Guided Network for Semantic Segmentation
CGNet: A Light-weight Context Guided Network for Semantic Segmentation
Tianyi Wu
Sheng Tang
Rui Zhang
Yongdong Zhang
SSeg
152
531
0
20 Nov 2018
Pixel-Anchor: A Fast Oriented Scene Text Detector with Combined Networks
Pixel-Anchor: A Fast Oriented Scene Text Detector with Combined Networks
Yuan Li
Yuanjie Yu
Zefeng Li
Yang-Tao Lin
Meifang Xu
Jiwei Li
Xi Zhou
ObjD
68
33
0
19 Nov 2018
Semi-Supervised Semantic Image Segmentation with Self-correcting
  Networks
Semi-Supervised Semantic Image Segmentation with Self-correcting Networks
Mostafa S. Ibrahim
Arash Vahdat
Mani Ranjbar
W. Macready
98
84
0
17 Nov 2018
Road Damage Detection And Classification In Smartphone Captured Images
  Using Mask R-CNN
Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNN
Janpreet Singh
Shashank Shekhar
26
31
0
12 Nov 2018
Integrating Multiple Receptive Fields through Grouped Active Convolution
Integrating Multiple Receptive Fields through Grouped Active Convolution
Yunho Jeon
Junmo Kim
47
4
0
11 Nov 2018
Pixel Level Data Augmentation for Semantic Image Segmentation using
  Generative Adversarial Networks
Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks
Shuangting Liu
Jiaqi Zhang
Yuxin Chen
Yifan Liu
Zengchang Qin
T. Wan
GAN
126
46
0
01 Nov 2018
A Miniaturized Semantic Segmentation Method for Remote Sensing Image
A Miniaturized Semantic Segmentation Method for Remote Sensing Image
Shou-Yu Chen
Guang-Sheng Chen
Wei-Peng Jing
26
1
0
27 Oct 2018
Automated Evaluation of Semantic Segmentation Robustness for Autonomous
  Driving
Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving
W. Zhou
J. S. Berrio
Stewart Worrall
E. Nebot
151
72
0
24 Oct 2018
Domain Adaptation for Semantic Segmentation via Class-Balanced
  Self-Training
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
Yang Zou
Zhiding Yu
B. Kumar
Jinsong Wang
OOD
77
64
0
18 Oct 2018
Playing for Depth
Playing for Depth
M. M. Haji-Esmaeili
G. Montazer
41
2
0
15 Oct 2018
Learning Deep Representations for Semantic Image Parsing: a
  Comprehensive Overview
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview
Lili Huang
Jiefeng Peng
Ruimao Zhang
Guanbin Li
Liang Lin
VLMSSLSSeg
74
13
0
10 Oct 2018
Light-Weight RefineNet for Real-Time Semantic Segmentation
Light-Weight RefineNet for Real-Time Semantic Segmentation
Vladimir Nekrasov
Chunhua Shen
Ian Reid
SSegVLM
91
148
0
08 Oct 2018
Learning Depth with Convolutional Spatial Propagation Network
Learning Depth with Convolutional Spatial Propagation Network
Xinjing Cheng
Peng Wang
Ruigang Yang
3DV3DPCMDE
138
319
0
04 Oct 2018
Multi-Level Contextual Network for Biomedical Image Segmentation
Multi-Level Contextual Network for Biomedical Image Segmentation
Amirhossein Dadashzadeh
Alireza Tavakoli Targhi
SSegMedIm
27
1
0
30 Sep 2018
Triply Supervised Decoder Networks for Joint Detection and Segmentation
Triply Supervised Decoder Networks for Joint Detection and Segmentation
Jiale Cao
Yanwei Pang
Xuelong Li
52
62
0
25 Sep 2018
Counting the uncountable: deep semantic density estimation from Space
Counting the uncountable: deep semantic density estimation from Space
Andrés C. Rodríguez
Jan Dirk Wegner
46
24
0
19 Sep 2018
3D segmentation of mandible from multisectional CT scans by
  convolutional neural networks
3D segmentation of mandible from multisectional CT scans by convolutional neural networks
Bingjiang Qiu
Jiapan Guo
J. Kraeima
R. Borra
M. Witjes
P. V. van Ooijen
25
9
0
18 Sep 2018
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic
  Segmentation
Efficient Dense Modules of Asymmetric Convolution for Real-Time Semantic Segmentation
Shao-Yuan Lo
Hsueh-Ming Hang
S. Chan
Jing-Jhih Lin
SSeg
152
195
0
17 Sep 2018
Real-Time Joint Semantic Segmentation and Depth Estimation Using
  Asymmetric Annotations
Real-Time Joint Semantic Segmentation and Depth Estimation Using Asymmetric Annotations
Vladimir Nekrasov
Thanuja Dharmasiri
Andrew Spek
Tom Drummond
Chunhua Shen
Ian Reid
106
148
0
13 Sep 2018
Adapting Semantic Segmentation Models for Changes in Illumination and
  Camera Perspective
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective
W. Zhou
Alex Zyner
Stewart Worrall
E. Nebot
61
21
0
13 Sep 2018
Searching for Efficient Multi-Scale Architectures for Dense Image
  Prediction
Searching for Efficient Multi-Scale Architectures for Dense Image Prediction
Liang-Chieh Chen
Maxwell D. Collins
Yukun Zhu
George Papandreou
Barret Zoph
Florian Schroff
Hartwig Adam
Jonathon Shlens
3DV
97
412
0
11 Sep 2018
URBAN-i: From urban scenes to mapping slums, transport modes, and
  pedestrians in cities using deep learning and computer vision
URBAN-i: From urban scenes to mapping slums, transport modes, and pedestrians in cities using deep learning and computer vision
M. Ibrahim
James Haworth
T. Cheng
HAI
103
49
0
10 Sep 2018
Dual Attention Network for Scene Segmentation
Dual Attention Network for Scene Segmentation
J. Fu
Qingbin Liu
Haijie Tian
Yong Li
Yongjun Bao
Zhiwei Fang
Hanqing Lu
SSeg
333
5,134
0
09 Sep 2018
Adversarial Learning for Image Forensics Deep Matching with Atrous
  Convolution
Adversarial Learning for Image Forensics Deep Matching with Atrous Convolution
Yaqi Liu
Xianfeng Zhao
Xiaobin Zhu
Yun Cao
GAN
40
2
0
08 Sep 2018
OCNet: Object Context Network for Scene Parsing
OCNet: Object Context Network for Scene Parsing
Yuhui Yuan
Lang Huang
Jianyuan Guo
Chao Zhang
Xilin Chen
Jingdong Wang
95
605
0
04 Sep 2018
Deep Smoke Segmentation
Deep Smoke Segmentation
Feiniu Yuan
Lin Zhang
Xue Xia
Boyang Wan
Qinghua Huang
Xuelong Li
54
104
0
04 Sep 2018
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes
VoxSegNet: Volumetric CNNs for Semantic Part Segmentation of 3D Shapes
Zongji Wang
Feng Lu
3DPC
68
113
0
01 Sep 2018
MACNet: Multi-scale Atrous Convolution Networks for Food Places
  Classification in Egocentric Photo-streams
MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams
Md. Mostafa Kamal Sarker
Hatem A. Rashwan
Estefanía Talavera
Syeda Furruka Banu
Petia Radeva
D. Puig
EgoV
98
12
0
29 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction
Smoothed Dilated Convolutions for Improved Dense Prediction
Zhengyang Wang
Shuiwang Ji
79
166
0
27 Aug 2018
Discriminative out-of-distribution detection for semantic segmentation
Discriminative out-of-distribution detection for semantic segmentation
Petra Bevandić
Ivan Kreso
Marin Orsic
Sinisa Segvic
83
80
0
23 Aug 2018
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