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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 / 4,490 papers shown
Title
Location-aware Upsampling for Semantic Segmentation
Location-aware Upsampling for Semantic Segmentation
Xiangyu He
Zitao Mo
Qiang Chen
Anda Cheng
Peisong Wang
Jian Cheng
59
2
0
13 Nov 2019
IrisNet: Deep Learning for Automatic and Real-time Tongue Contour
  Tracking in Ultrasound Video Data using Peripheral Vision
IrisNet: Deep Learning for Automatic and Real-time Tongue Contour Tracking in Ultrasound Video Data using Peripheral Vision
Mohammad Mozaffari
Md. Aminur Rab Ratul
Won-Sook Lee
57
2
0
10 Nov 2019
Content-Consistent Generation of Realistic Eyes with Style
Content-Consistent Generation of Realistic Eyes with Style
Marcel C. Bühler
Seonwook Park
Shalini De Mello
Xucong Zhang
Otmar Hilliges
45
10
0
08 Nov 2019
Building Segmentation through a Gated Graph Convolutional Neural Network
  with Deep Structured Feature Embedding
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding
Yilei Shi
Qingyu Li
X. Zhu
74
112
0
08 Nov 2019
Knowledge Distillation for Incremental Learning in Semantic Segmentation
Knowledge Distillation for Incremental Learning in Semantic Segmentation
Umberto Michieli
Pietro Zanuttigh
CLLVLM
99
100
0
08 Nov 2019
Machine Learning Techniques for Biomedical Image Segmentation: An
  Overview of Technical Aspects and Introduction to State-of-Art Applications
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications
Hyunseok Seo
M. B. Khuzani
V. Vasudevan
Charles Huang
Hongyi Ren
Ruoxiu Xiao
Xiao Jia
Lei Xing
VLM
82
227
0
06 Nov 2019
Optimizing the Dice Score and Jaccard Index for Medical Image
  Segmentation: Theory & Practice
Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice
J. Bertels
Tom Eelbode
Maxim Berman
Dirk Vandermeulen
F. Maes
R. Bisschops
Matthew Blaschko
131
260
0
05 Nov 2019
Adaptive Context Network for Scene Parsing
Adaptive Context Network for Scene Parsing
J. Fu
Jing Liu
Yuhang Wang
Yong Li
Yongjun Bao
Jinhui Tang
Hanqing Lu
SSeg
117
141
0
05 Nov 2019
PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei
  Segmentation
PGU-net+: Progressive Growing of U-net+ for Automated Cervical Nuclei Segmentation
Jie Zhao
Lei Dai
Mo Zhang
Fei Yu
Meng Li
Hongfeng Li
Wei Cao
Li Zhang
78
28
0
04 Nov 2019
A Spectral Nonlocal Block for Neural Networks
A Spectral Nonlocal Block for Neural Networks
Lei Zhu
Qi She
Lidan Zhang
Ping Guo
82
2
0
04 Nov 2019
Towards Learning Structure via Consensus for Face Segmentation and
  Parsing
Towards Learning Structure via Consensus for Face Segmentation and Parsing
I. Masi
Joe Mathai
Wael AbdAlmageed
CVBM
122
16
0
03 Nov 2019
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic
  Segmentation
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation
Qiming Zhang
Jing Zhang
Wei Liu
Dacheng Tao
OOD
86
285
0
29 Oct 2019
Neural Similarity Learning
Neural Similarity Learning
Weiyang Liu
Zhen Liu
James M. Rehg
Le Song
94
30
0
28 Oct 2019
Traffic4cast-Traffic Map Movie Forecasting -- Team MIE-Lab
Traffic4cast-Traffic Map Movie Forecasting -- Team MIE-Lab
Henry Martin
Ye Hong
D. Bucher
Christian Rupprecht
R. Buffat
46
12
0
27 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation
Multi-source Domain Adaptation for Semantic Segmentation
Sicheng Zhao
Yue Liu
Xiangyu Yue
Yang Gu
Pengfei Xu
Runbo Hu
Hua Chai
Kurt Keutzer
91
159
0
27 Oct 2019
MAP-Net: Multi Attending Path Neural Network for Building Footprint
  Extraction from Remote Sensed Imagery
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery
Qing Zhu
Cheng Liao
Han Hu
X. Mei
Haifeng Li
91
191
0
26 Oct 2019
Region Mutual Information Loss for Semantic Segmentation
Region Mutual Information Loss for Semantic Segmentation
Shuai Zhao
Yang Wang
Zheng Yang
Deng Cai
VLM
90
126
0
26 Oct 2019
Deep learning on edge: extracting field boundaries from satellite images
  with a convolutional neural network
Deep learning on edge: extracting field boundaries from satellite images with a convolutional neural network
F. Waldner
F. Diakogiannis
112
207
0
26 Oct 2019
Dense Dilated Network with Probability Regularized Walk for Vessel
  Detection
Dense Dilated Network with Probability Regularized Walk for Vessel Detection
Lei Mou
Li Chen
Jun Cheng
Zaiwang Gu
Yitian Zhao
Jiang-Dong Liu
MedIm
73
119
0
26 Oct 2019
Animal Detection in Man-made Environments
Animal Detection in Man-made Environments
Abhineet Singh
M. Pietrasik
Gabriell Natha
Nehla Ghouaiel
Ken Brizel
Nilanjan Ray
74
28
0
24 Oct 2019
Self-Correction for Human Parsing
Self-Correction for Human Parsing
Peike Li
Yunqiu Xu
Yunchao Wei
Yezhou Yang
101
339
0
22 Oct 2019
Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely
  Connected U-Net
Automatic Lumbar Spinal CT Image Segmentation with a Dual Densely Connected U-Net
He Tang
Xiaobing Pei
Shilong Huang
Xin Li
Chao Liu
38
16
0
21 Oct 2019
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in
  Ultrasound Images
Attention Enriched Deep Learning Model for Breast Tumor Segmentation in Ultrasound Images
Aleksandar Vakanski
Min Xian
Phoebe E. Freer
90
144
0
20 Oct 2019
SpatialFlow: Bridging All Tasks for Panoptic Segmentation
SpatialFlow: Bridging All Tasks for Panoptic Segmentation
Qiang Chen
Anda Cheng
Xiangyu He
Peisong Wang
Jian Cheng
137
30
0
19 Oct 2019
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation
MixModule: Mixed CNN Kernel Module for Medical Image Segmentation
Henry H. Yu
Xue Feng
Hao Sun
Ziwen Wang
SSeg
56
12
0
19 Oct 2019
Correlation Maximized Structural Similarity Loss for Semantic
  Segmentation
Correlation Maximized Structural Similarity Loss for Semantic Segmentation
Shuai Zhao
Boxi Wu
Wenqing Chu
Yao Hu
Deng Cai
50
25
0
19 Oct 2019
Gastroscopic Panoramic View: Application to Automatic Polyps Detection
  under Gastroscopy
Gastroscopic Panoramic View: Application to Automatic Polyps Detection under Gastroscopy
Chenfei Shi
Yan Xue
Chuan Jiang
Hui-yuan Tian
Bei Liu
8
6
0
19 Oct 2019
Convolutional Character Networks
Convolutional Character Networks
Linjie Xing
Zhi Tian
Weilin Huang
Matthew R. Scott
137
159
0
17 Oct 2019
Deformable Kernel Networks for Joint Image Filtering
Deformable Kernel Networks for Joint Image Filtering
Beomjun Kim
Jean Ponce
Bumsub Ham
117
131
0
17 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review
Deep Semantic Segmentation of Natural and Medical Images: A Review
Saeid Asgari Taghanaki
Kumar Abhishek
Joseph Paul Cohen
Julien Cohen-Adad
Ghassan Hamarneh
SSegVLM
189
685
0
16 Oct 2019
SegSort: Segmentation by Discriminative Sorting of Segments
SegSort: Segmentation by Discriminative Sorting of Segments
Jyh-Jing Hwang
Stella X. Yu
Jianbo Shi
Maxwell D. Collins
Tien-Ju Yang
Xiao Zhang
Liang-Chieh Chen
227
149
0
15 Oct 2019
Deep Semantic Parsing of Freehand Sketches with Homogeneous
  Transformation, Soft-Weighted Loss, and Staged Learning
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning
Ying Zheng
Huanjin Yao
Xiaoshuai Sun
85
6
0
14 Oct 2019
Generating Human Action Videos by Coupling 3D Game Engines and
  Probabilistic Graphical Models
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models
César Roberto de Souza
Adrien Gaidon
Yohann Cabon
Naila Murray
A. Peña
79
14
0
12 Oct 2019
Saliency Guided Self-attention Network for Weakly and Semi-supervised
  Semantic Segmentation
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation
Qi Yao
Xiaojin Gong
71
75
0
12 Oct 2019
Shape Constrained Network for Eye Segmentation in the Wild
Shape Constrained Network for Eye Segmentation in the Wild
Bingnan Luo
Jie Shen
Shiyang Cheng
Yujiang Wang
Maja Pantic
CVBM
74
26
0
11 Oct 2019
Dynamic Spectral Residual Superpixels
Dynamic Spectral Residual Superpixels
Jianchao Zhang
Angelica I. Aviles-Rivero
Daniel Heydecker
Xiosheng Zhuang
Raymond H. F. Chan
Carola-Bibiane Schönlieb
24
7
0
10 Oct 2019
Panoptic-DeepLab
Panoptic-DeepLab
Bowen Cheng
Maxwell D. Collins
Yukun Zhu
Ting Liu
Thomas S. Huang
Hartwig Adam
Liang-Chieh Chen
150
615
0
10 Oct 2019
Explaining image classifiers by removing input features using generative
  models
Explaining image classifiers by removing input features using generative models
Chirag Agarwal
Anh Totti Nguyen
FAtt
100
15
0
09 Oct 2019
Semantic Understanding of Foggy Scenes with Purely Synthetic Data
Semantic Understanding of Foggy Scenes with Purely Synthetic Data
Martin Hahner
Dengxin Dai
Daniel Gehrig
Jan-Nico Zaech
Luc Van Gool
119
64
0
09 Oct 2019
Fast Panoptic Segmentation Network
Fast Panoptic Segmentation Network
Daan de Geus
Panagiotis Meletis
Gijs Dubbelman
SSeg
63
54
0
09 Oct 2019
Modulated Self-attention Convolutional Network for VQA
Modulated Self-attention Convolutional Network for VQA
Jean-Benoit Delbrouck
Antoine Maiorca
Nathan Hubens
Stéphane Dupont
25
1
0
08 Oct 2019
Defective samples simulation through Neural Style Transfer for automatic
  surface defect segment
Defective samples simulation through Neural Style Transfer for automatic surface defect segment
Taoran Wei
Danhua Cao
Xinghao Jiang
Caiyun Zheng
Lizhe Liu
62
7
0
08 Oct 2019
Deep Multiphase Level Set for Scene Parsing
Deep Multiphase Level Set for Scene Parsing
Pingping Zhang
Wei Liu
Yinjie Lei
Hongyu Wang
Huchuan Lu
76
15
0
08 Oct 2019
Checkmate: Breaking the Memory Wall with Optimal Tensor
  Rematerialization
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
Paras Jain
Ajay Jain
Aniruddha Nrusimha
A. Gholami
Pieter Abbeel
Kurt Keutzer
Ion Stoica
Joseph E. Gonzalez
100
198
0
07 Oct 2019
Meta-Transfer Learning through Hard Tasks
Meta-Transfer Learning through Hard Tasks
Qianru Sun
Yaoyao Liu
Zhaozheng Chen
Tat-Seng Chua
Bernt Schiele
104
104
0
07 Oct 2019
Kimera: an Open-Source Library for Real-Time Metric-Semantic
  Localization and Mapping
Kimera: an Open-Source Library for Real-Time Metric-Semantic Localization and Mapping
Antoni Rosinol
Marcus Abate
Yun Chang
Luca Carlone
72
454
0
06 Oct 2019
3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and
  RGB Semantic Segmentation
3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation
Yunlu Chen
Thomas Mensink
Masashi Sugiyama
3DPCMDE
69
26
0
03 Oct 2019
CNN-based Semantic Segmentation using Level Set Loss
CNN-based Semantic Segmentation using Level Set Loss
Youngeun Kim
Seunghyeon Kim
Taekyung Kim
Changick Kim
SSeg
133
58
0
02 Oct 2019
Global visual localization in LiDAR-maps through shared 2D-3D embedding
  space
Global visual localization in LiDAR-maps through shared 2D-3D embedding space
Daniele Cattaneo
Matteo Vaghi
S. Fontana
Augusto Luis Ballardini
D. Sorrenti
65
54
0
02 Oct 2019
Real-Time Semantic Stereo Matching
Real-Time Semantic Stereo Matching
Pier Luigi Dovesi
Matteo Poggi
Lorenzo Andraghetti
Miquel Martí
Hedvig Kjellström
Alessandro Pieropan
S. Mattoccia
3DV
150
71
0
01 Oct 2019
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