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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets,
  Atrous Convolution, and Fully Connected CRFs
v1v2 (latest)

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

2 June 2016
Liang-Chieh Chen
George Papandreou
Iasonas Kokkinos
Kevin Patrick Murphy
Alan Yuille
    SSeg
ArXiv (abs)PDFHTML

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

50 / 4,483 papers shown
Title
Importance of Self-Consistency in Active Learning for Semantic
  Segmentation
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
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
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
Learning Visual Representations with Caption Annotations
Mert Bulent Sariyildiz
J. Perez
Diane Larlus
VLMSSL
119
162
0
04 Aug 2020
Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty
  Regularization
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
UQCVWSOL
99
34
0
03 Aug 2020
Weakly-Supervised Semantic Segmentation via Sub-category Exploration
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop
Benjamin Biggs
Oliver Boyne
James Charles
Andrew Fitzgibbon
R. Cipolla
3DV3DH
116
104
0
21 Jul 2020
AinnoSeg: Panoramic Segmentation with High Perfomance
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?
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
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
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
Class-wise Dynamic Graph Convolution for Semantic Segmentation
Hanzhe Hu
Deyi Ji
Weihao Gan
Shuai Bai
Wei Wu
Junjie Yan
GNNSSeg
82
94
0
19 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey
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
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
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
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
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
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
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
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
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
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
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
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
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?
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
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
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
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
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
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
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
ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning
Viktor Olsson
Wilhelm Tranheden
Juliano Pinto
Lennart Svensson
117
344
0
15 Jul 2020
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