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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 / 4,493 papers shown
Title
Transformers in Medical Imaging: A Survey
Transformers in Medical Imaging: A Survey
Fahad Shamshad
Salman Khan
Syed Waqas Zamir
Muhammad Haris Khan
Munawar Hayat
Fahad Shahbaz Khan
Huazhu Fu
ViTLM&MAMedIm
197
712
0
24 Jan 2022
Learning Semantics for Visual Place Recognition through Multi-Scale
  Attention
Learning Semantics for Visual Place Recognition through Multi-Scale Attention
Valerio Paolicelli
A. Tavera
Carlo Masone
Gabriele Berton
Barbara Caputo
101
18
0
24 Jan 2022
Multi-Scale Iterative Refinement Network for RGB-D Salient Object
  Detection
Multi-Scale Iterative Refinement Network for RGB-D Salient Object Detection
Ze-yu Liu
Jian Liu
Xin Zuo
Ming-fei Hu
ObjD
134
17
0
24 Jan 2022
Deeply Explain CNN via Hierarchical Decomposition
Deeply Explain CNN via Hierarchical Decomposition
Mingg-Ming Cheng
Peng-Tao Jiang
Linghao Han
Liang Wang
Philip Torr
FAtt
96
15
0
23 Jan 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation
AiTLAS: Artificial Intelligence Toolbox for Earth Observation
I. Dimitrovski
Ivan Kitanovski
P. Panov
Nikola Simidjievski
D. Kocev
99
10
0
21 Jan 2022
Dynamic Deep Convolutional Candlestick Learner
Dynamic Deep Convolutional Candlestick Learner
Jun-Hao Chen
Yun-Cheng Tsai
48
4
0
21 Jan 2022
Classroom Slide Narration System
Classroom Slide Narration System
K. V. Jobin
Ajoy Mondal
C. V. Jawahar
46
2
0
21 Jan 2022
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study
PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study
Weihuang Xu
Guohao Yu
Yiming Cui
Romain M. Gloaguen
A. Zare
...
D. Rowland
R. Matamala
J. Jastrow
T. Juenger
F. Fritschi
60
11
0
20 Jan 2022
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for
  Risk Management Using Infrared Images and Deep Learning Segmentation Methods
Experimental Large-Scale Jet Flames' Geometrical Features Extraction for Risk Management Using Infrared Images and Deep Learning Segmentation Methods
Carmina Pérez-Guerrero
A. Palacios
Gilberto Ochoa-Ruiz
Christian Mata
J. Casal
M. González-Mendoza
Luis Eduardo Falcón-Morales
52
8
0
20 Jan 2022
PT4AL: Using Self-Supervised Pretext Tasks for Active Learning
PT4AL: Using Self-Supervised Pretext Tasks for Active Learning
J. S. K. Yi
Min-seok Seo
Jongchan Park
Dong-Geol Choi
SSLVLM
73
41
0
19 Jan 2022
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation
Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation
Donald Shenaj
F. Barbato
Umberto Michieli
Pietro Zanuttigh
CLL
80
17
0
18 Jan 2022
Improving Performance of Semantic Segmentation CycleGANs by Noise
  Injection into the Latent Segmentation Space
Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space
Jonas Löhdefink
Tim Fingscheidt
130
2
0
17 Jan 2022
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers
  Are?
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?
I. Sobirov
Otabek Nazarov
Hussain Alasmawi
Mohammad Yaqub
ViTMedIm
47
11
0
17 Jan 2022
Robust Scatterer Number Density Segmentation of Ultrasound Images
Robust Scatterer Number Density Segmentation of Ultrasound Images
A. Tehrani
I. Rosado-Méndez
H. Rivaz
OOD
17
11
0
16 Jan 2022
Contrastive Pretraining for Echocardiography Segmentation with Limited
  Data
Contrastive Pretraining for Echocardiography Segmentation with Limited Data
M. Saeed
Rand Muhtaseb
Mohammad Yaqub
83
26
0
16 Jan 2022
Video Transformers: A Survey
Video Transformers: A Survey
Javier Selva
A. S. Johansen
Sergio Escalera
Kamal Nasrollahi
T. Moeslund
Albert Clapés
ViT
141
107
0
16 Jan 2022
Skyline variations allow estimating distance to trees on landscape
  photos using semantic segmentation
Skyline variations allow estimating distance to trees on landscape photos using semantic segmentation
Laura Martinez-Sanchez
D. Borio
R. d’Andrimont
M. Velde
40
5
0
14 Jan 2022
Deep Leaning-Based Ultra-Fast Stair Detection
Deep Leaning-Based Ultra-Fast Stair Detection
Chen Wang
Z. Pei
Shuang Qiu
Zhiyong Tang
42
14
0
14 Jan 2022
CFNet: Learning Correlation Functions for One-Stage Panoptic
  Segmentation
CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation
Yifeng Chen
Wenqing Chu
Fangfang Wang
Ying Tai
Ran Yi
Zhenye Gan
Lili Yao
Chengjie Wang
Xi Li
ISeg
119
2
0
13 Jan 2022
Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and
  Neck Tumor Segmentation and Outcome Prediction in PET/CT Images
Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images
Vincent Andrearczyk
Valentin Oreiller
S. Boughdad
C. Cheze-le-Rest
H. Elhalawani
...
John O. Prior
M. Vallières
D. Visvikis
M. Hatt
Adrien Depeursinge
88
85
0
11 Jan 2022
Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR
  Image Road Extraction
Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction
Tao Chen
Yiran Liu
Haoyu Jiang
Ruirui Li
ViT
36
0
0
10 Jan 2022
GPU-Net: Lightweight U-Net with more diverse features
GPU-Net: Lightweight U-Net with more diverse features
Heng Yu
Dian Fan
Weihu Song
SSeg
19
1
0
07 Jan 2022
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of
  Foggy Images
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images
Javed Iqbal
R. Hafiz
Mohsen Ali
TTA
92
19
0
07 Jan 2022
Learning with Less Labels in Digital Pathology via Scribble Supervision
  from Natural Images
Learning with Less Labels in Digital Pathology via Scribble Supervision from Natural Images
Eu Wern Teh
Graham W. Taylor
22
1
0
07 Jan 2022
Classification of Long Sequential Data using Circular Dilated
  Convolutional Neural Networks
Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks
Lei Cheng
Ruslan Khalitov
Tong Yu
Zhirong Yang
73
32
0
06 Jan 2022
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise
  Semantic Labeling
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling
Yang Long
Gui-Song Xia
Lefei Zhang
Gong Cheng
Deren Li
90
14
0
06 Jan 2022
On the Real-World Adversarial Robustness of Real-Time Semantic
  Segmentation Models for Autonomous Driving
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
Giulio Rossolini
F. Nesti
G. D’Amico
Saasha Nair
Alessandro Biondi
Giorgio Buttazzo
AAML
86
42
0
05 Jan 2022
Multi-Robot Collaborative Perception with Graph Neural Networks
Multi-Robot Collaborative Perception with Graph Neural Networks
Yang Zhou
Jiuhong Xiao
Yuee Zhou
Giuseppe Loianno
102
68
0
05 Jan 2022
Lawin Transformer: Improving Semantic Segmentation Transformer with
  Multi-Scale Representations via Large Window Attention
Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention
Haotian Yan
Chuang Zhang
Ming Wu
ViT
147
63
0
05 Jan 2022
All You Need In Sign Language Production
All You Need In Sign Language Production
R. Rastgoo
Kourosh Kiani
Sergio Escalera
V. Athitsos
Mohammad Sabokrou
58
8
0
05 Jan 2022
Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation
Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation
Yang Zhang
Yang Yang
Chenyun Xiong
Guodong Sun
Yanwen Guo
81
16
0
05 Jan 2022
Towards Unsupervised Open World Semantic Segmentation
Towards Unsupervised Open World Semantic Segmentation
Svenja Uhlemeyer
Matthias Rottmann
Hanno Gottschalk
137
18
0
04 Jan 2022
External Attention Assisted Multi-Phase Splenic Vascular Injury
  Segmentation with Limited Data
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data
Yuyin Zhou
D. Dreizin
Yan Wang
Fengze Liu
Wei Shen
Alan Yuille
68
16
0
04 Jan 2022
D-Former: A U-shaped Dilated Transformer for 3D Medical Image
  Segmentation
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation
YiXuan Wu
Kuan-Yu Liao
Jintai Chen
Jinhong Wang
Benlin Liu
Honghao Gao
Jian Wu
ViTMedIm
97
119
0
03 Jan 2022
FUSeg: The Foot Ulcer Segmentation Challenge
FUSeg: The Foot Ulcer Segmentation Challenge
Chuanbo Wang
Amirreza Mahbod
Isabella Ellinger
Adrian Galdran
Sandeep Gopalakrishnan
J. Niezgoda
Zeyun Yu
111
41
0
02 Jan 2022
Turath-150K: Image Database of Arab Heritage
Turath-150K: Image Database of Arab Heritage
Dani Kiyasseh
Rasheed el-Bouri
28
0
0
01 Jan 2022
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB Images
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB Images
Xiaoqiang Wang
Lei Zhu
Siliang Tang
Huazhu Fu
Ping Li
Leilei Gan
Yi Yang
Yueting Zhuang
69
19
0
01 Jan 2022
VisRecall: Quantifying Information Visualisation Recallability via
  Question Answering
VisRecall: Quantifying Information Visualisation Recallability via Question Answering
Yao Wang
Chuhan Jiao
Mihai Bâce
Andreas Bulling
145
5
0
30 Dec 2021
A Simple Baseline for Open-Vocabulary Semantic Segmentation with
  Pre-trained Vision-language Model
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model
Mengde Xu
Zheng Zhang
Fangyun Wei
Yutong Lin
Yue Cao
Han Hu
Xiang Bai
VLM
155
226
0
29 Dec 2021
ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama
  Depth Estimation
ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation
Chuanqing Zhuang
Zhengda Lu
Yiqun Wang
Jun Xiao
Ying Wang
MDE
101
55
0
29 Dec 2021
Embodied Learning for Lifelong Visual Perception
Embodied Learning for Lifelong Visual Perception
David Nilsson
Aleksis Pirinen
Erik Gartner
C. Sminchisescu
LM&Ro
73
3
0
28 Dec 2021
SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation
  for Nasopharyngeal Carcinoma
SECP-Net: SE-Connection Pyramid Network of Organ At Risk Segmentation for Nasopharyngeal Carcinoma
Zexi Huang
Lihua Guo
Xin Yang
Sijuan Huang
26
1
0
28 Dec 2021
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled
  Images as Reference
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference
Peng Tu
Yawen Huang
Feng Zheng
Zhenyu He
Liujun Cao
Ling Shao
89
25
0
28 Dec 2021
Learning Robust and Lightweight Model through Separable Structured
  Transformations
Learning Robust and Lightweight Model through Separable Structured Transformations
Xian Wei
Yanhui Huang
Yang Xu
Mingsong Chen
Hai Lan
Yuanxiang Li
Zhongfeng Wang
Xuan Tang
OOD
62
0
0
27 Dec 2021
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for
  Road Pothole Detection
Multi-Scale Feature Fusion: Learning Better Semantic Segmentation for Road Pothole Detection
Jiahe Fan
M. J. Bocus
Brett Hosking
Rigen Wu
Yanan Liu
S. Vityazev
Rui Fan
121
35
0
24 Dec 2021
Grounding Linguistic Commands to Navigable Regions
Grounding Linguistic Commands to Navigable Regions
N. Rufus
Kanishk Jain
U. R. Nair
Vineet Gandhi
K. M. Krishna
LM&Ro
59
11
0
24 Dec 2021
Deep ensembles in bioimage segmentation
Deep ensembles in bioimage segmentation
L. Nanni
Daniela Cuza
A. Lumini
Andrea Loreggia
S. Brahnam
SSeg
85
8
0
24 Dec 2021
SeMask: Semantically Masked Transformers for Semantic Segmentation
SeMask: Semantically Masked Transformers for Semantic Segmentation
Jitesh Jain
Anukriti Singh
Nikita Orlov
Zilong Huang
Jiachen Li
Steven Walton
Humphrey Shi
ViT
91
98
0
23 Dec 2021
Cost Aggregation Is All You Need for Few-Shot Segmentation
Cost Aggregation Is All You Need for Few-Shot Segmentation
Sunghwan Hong
Seokju Cho
Jisu Nam
Seungryong Kim
ViT
71
25
0
22 Dec 2021
Distribution-aware Margin Calibration for Semantic Segmentation in
  Images
Distribution-aware Margin Calibration for Semantic Segmentation in Images
Litao Yu
Zhibin Li
Min Xu
Yongsheng Gao
Jiebo Luo
Jian Zhang
93
15
0
21 Dec 2021
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