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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 / 4,495 papers shown
Title
Mining Unseen Classes via Regional Objectness: A Simple Baseline for
  Incremental Segmentation
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang
Guangyu Gao
Zhiyuan Fang
Jianbo Jiao
Yunchao Wei
CLL
67
31
0
13 Nov 2022
Scale-Aware Crowd Counting Using a Joint Likelihood Density Map and
  Synthetic Fusion Pyramid Network
Scale-Aware Crowd Counting Using a Joint Likelihood Density Map and Synthetic Fusion Pyramid Network
Yi-Kuan Hsieh
J. Hsieh
Yu-Chee Tseng
Ming-Ching Chang
Bo Wang
71
0
0
13 Nov 2022
MSLKANet: A Multi-Scale Large Kernel Attention Network for Scene Text
  Removal
MSLKANet: A Multi-Scale Large Kernel Attention Network for Scene Text Removal
Guangtao Lyu
67
0
0
12 Nov 2022
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals
  from Optimal Patch-wise Binarization
PatchRefineNet: Improving Binary Segmentation by Incorporating Signals from Optimal Patch-wise Binarization
S. Nagendra
Chaopeng Shen
Daniel Kifer
MQ
98
8
0
12 Nov 2022
Dual Complementary Dynamic Convolution for Image Recognition
Dual Complementary Dynamic Convolution for Image Recognition
Longbin Yan
Yunxiao Qin
Shumin Liu
Jie Chen
76
0
0
11 Nov 2022
Interactive Context-Aware Network for RGB-T Salient Object Detection
Interactive Context-Aware Network for RGB-T Salient Object Detection
Yuxuan Wang
Feng Dong
Jinchao Zhu
55
0
0
11 Nov 2022
Knowledge Distillation from Cross Teaching Teachers for Efficient
  Semi-Supervised Abdominal Organ Segmentation in CT
Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT
Jae Won Choi
73
4
0
11 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with
  Deformable Convolutions
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
Wenhai Wang
Jifeng Dai
Zhe Chen
Zhenhang Huang
Zhiqi Li
...
Tong Lu
Lewei Lu
Hongsheng Li
Xiaogang Wang
Yu Qiao
VLM
193
700
0
10 Nov 2022
High-Quality Entity Segmentation
High-Quality Entity Segmentation
Lu Qi
Jason Kuen
Weidong Guo
Tiancheng Shen
Jiuxiang Gu
Jiaya Jia
Zhe Lin
Ming-Hsuan Yang
ISeg
122
55
0
10 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation
OneFormer: One Transformer to Rule Universal Image Segmentation
Jitesh Jain
Jiacheng Li
M. Chiu
Ali Hassani
Nikita Orlov
Humphrey Shi
ViT
81
349
0
10 Nov 2022
Designing Network Design Strategies Through Gradient Path Analysis
Designing Network Design Strategies Through Gradient Path Analysis
Chien-Yao Wang
Hongpeng Liao
I-Hau Yeh
81
239
0
09 Nov 2022
Theoretical analysis and experimental validation of volume bias of soft
  Dice optimized segmentation maps in the context of inherent uncertainty
Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty
J. Bertels
D. Robben
Dirk Vandermeulen
P. Suetens
59
19
0
08 Nov 2022
Rethinking the transfer learning for FCN based polyp segmentation in
  colonoscopy
Rethinking the transfer learning for FCN based polyp segmentation in colonoscopy
Yan-mao Wen
Lei Zhang
Xiangli Meng
Xujiong Ye
57
14
0
04 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving
  Object Mixing
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing
Kyusik Cho
Suhyeon Lee
Hongje Seong
Euntai Kim
90
5
0
04 Nov 2022
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot
  Segmentation
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation
Alper Kayabasi
Gülin Tüfekci
ilkay Ulusoy
62
7
0
04 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object
  Detection
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection
Huayi Zhou
Fei Jiang
Hongtao Lu
ObjD
110
79
0
04 Nov 2022
A Joint Framework Towards Class-aware and Class-agnostic Alignment for
  Few-shot Segmentation
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation
Kai-Qi Huang
Mingfei Cheng
Yang Wang
Bochen Wang
Ye Xi
Feigege Wang
Peng Chen
89
2
0
02 Nov 2022
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board
  Camera Image Processing
Deep Learning Computer Vision Algorithms for Real-time UAVs On-board Camera Image Processing
A. Palmas
P. Andronico
80
3
0
02 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical
  Images
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images
Serban Stan
Mohammad Rostami
OOD
109
11
0
02 Nov 2022
Max Pooling with Vision Transformers reconciles class and shape in
  weakly supervised semantic segmentation
Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation
Simone Rossetti
Damiano Zappia
Marta Sanzari
M. Schaerf
F. Pirri
ViT
106
59
0
31 Oct 2022
Improving Graph Neural Networks with Learnable Propagation Operators
Improving Graph Neural Networks with Learnable Propagation Operators
Moshe Eliasof
Lars Ruthotto
Eran Treister
102
23
0
31 Oct 2022
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation
Henghui Ding
Hui Zhang
Xudong Jiang
116
61
0
30 Oct 2022
U-Net-based Models for Skin Lesion Segmentation: More Attention and
  Augmentation
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation
P. M. Kazaj
MohammadHossein Koosheshi
Alireza Shahedi
A. V. Sadr
SSeg
58
7
0
28 Oct 2022
Imitation Learning-based Implicit Semantic-aware Communication Networks:
  Multi-layer Representation and Collaborative Reasoning
Imitation Learning-based Implicit Semantic-aware Communication Networks: Multi-layer Representation and Collaborative Reasoning
Yong Xiao
Zijian Sun
Guangming Shi
Dusit Niyato
125
36
0
28 Oct 2022
Learning to Immunize Images for Tamper Localization and Self-Recovery
Learning to Immunize Images for Tamper Localization and Self-Recovery
Qichao Ying
Hang Zhou
Zhenxing Qian
Sheng Li
Xinpeng Zhang
AAML
94
15
0
28 Oct 2022
VLT: Vision-Language Transformer and Query Generation for Referring
  Segmentation
VLT: Vision-Language Transformer and Query Generation for Referring Segmentation
Henghui Ding
Chang Liu
Suchen Wang
Xudong Jiang
146
124
0
28 Oct 2022
LeNo: Adversarial Robust Salient Object Detection Networks with
  Learnable Noise
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable Noise
He Tang
Lin Wan
He Wang
105
22
0
27 Oct 2022
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for
  Binary Segmentation
Towards Complex Backgrounds: A Unified Difference-Aware Decoder for Binary Segmentation
Jie Li
Wei He
Hongyan Zhang
79
6
0
27 Oct 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models
Chaofan Ma
Yu-Hao Yang
Yanfeng Wang
Ya Zhang
Weidi Xie
VLM
86
48
0
27 Oct 2022
Predicting Visual Attention and Distraction During Visual Search Using
  Convolutional Neural Networks
Predicting Visual Attention and Distraction During Visual Search Using Convolutional Neural Networks
Manoosh Samiei
James J. Clark
47
0
0
27 Oct 2022
M$^3$ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task
  Learning with Model-Accelerator Co-design
M3^33ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design
Hanxue Liang
Zhiwen Fan
Rishov Sarkar
Ziyu Jiang
Tianlong Chen
Kai Zou
Yu Cheng
Cong Hao
Zhangyang Wang
MoE
77
88
0
26 Oct 2022
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised
  Semantic Segmentation
SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation
Junliang Chen
Xiaodong Zhao
Cheng Luo
Linlin Shen
ViT
120
3
0
26 Oct 2022
RGB-T Semantic Segmentation with Location, Activation, and Sharpening
RGB-T Semantic Segmentation with Location, Activation, and Sharpening
Gongyang Li
Yike Wang
Zhi Liu
Xinpeng Zhang
Dan Zeng
68
106
0
26 Oct 2022
Search for Concepts: Discovering Visual Concepts Using Direct
  Optimization
Search for Concepts: Discovering Visual Concepts Using Direct Optimization
P. Reddy
Paul Guerrero
Niloy J. Mitra
OCL
51
4
0
25 Oct 2022
GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery
  and Targeted Subspace Modeling
GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery and Targeted Subspace Modeling
Richard Plesh
Peter Peer
Vitomir Štruc
58
5
0
24 Oct 2022
Food Ingredients Recognition through Multi-label Learning
Food Ingredients Recognition through Multi-label Learning
Rameez Ismail
Zhaorui Yuan
56
0
0
24 Oct 2022
Holistically-Attracted Wireframe Parsing: From Supervised to
  Self-Supervised Learning
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning
Nan Xue
Tianfu Wu
Song Bai
Fu-Dong Wang
Gui-Song Xia
Lefei Zhang
Philip Torr
62
26
0
24 Oct 2022
BARS: A Benchmark for Airport Runway Segmentation
BARS: A Benchmark for Airport Runway Segmentation
Wenhui Chen
Zhijiang Zhang
Liang Yu
Yichun Tai
173
11
0
24 Oct 2022
1st Place Solution of The Robust Vision Challenge 2022 Semantic
  Segmentation Track
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track
Junfei Xiao
Zhichao Xu
Shiyi Lan
Zhiding Yu
Alan Yuille
Anima Anandkumar
81
5
0
23 Oct 2022
Offset-Guided Attention Network for Room-Level Aware Floor Plan
  Segmentation
Offset-Guided Attention Network for Room-Level Aware Floor Plan Segmentation
Zhangyu Wang
Ningyuan Sun
52
4
0
22 Oct 2022
SLAMs: Semantic Learning based Activation Map for Weakly Supervised
  Semantic Segmentation
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation
Junliang Chen
Xiaodong Zhao
Minmin Liu
Linlin Shen
47
0
0
22 Oct 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image
  Sequences: From Feature Engineering to Attention-Based Neural Networks
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks
A. S. Bansal
Yoonjin Lee
Kyle Hilburn
I. Ebert‐Uphoff
AI4TS
96
2
0
22 Oct 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation
Query Semantic Reconstruction for Background in Few-Shot Segmentation
Haoyan Guan
Michael W. Spratling
81
3
0
21 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot
  Segmentation
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation
Haoyan Guan
Michael W. Spratling
79
0
0
21 Oct 2022
Transferring learned patterns from ground-based field imagery to predict
  UAV-based imagery for crop and weed semantic segmentation in precision crop
  farming
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming
Junfeng Gao
Wenzhi Liao
D. Nuyttens
P. Lootens
Erik Alexandersson
J. Pieters
83
4
0
20 Oct 2022
Self-Supervised Learning with Masked Image Modeling for Teeth Numbering,
  Detection of Dental Restorations, and Instance Segmentation in Dental
  Panoramic Radiographs
Self-Supervised Learning with Masked Image Modeling for Teeth Numbering, Detection of Dental Restorations, and Instance Segmentation in Dental Panoramic Radiographs
A. Almalki
Longin Jan Latecki
MedIm
46
16
0
20 Oct 2022
A Survey of Computer Vision Technologies In Urban and
  Controlled-environment Agriculture
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture
Jiayun Luo
Boyang Albert Li
Cyril Leung
158
15
0
20 Oct 2022
Large-batch Optimization for Dense Visual Predictions
Large-batch Optimization for Dense Visual Predictions
Zeyue Xue
Jianming Liang
Guanglu Song
Zhuofan Zong
Liang Chen
Yu Liu
Ping Luo
VLM
98
9
0
20 Oct 2022
Intra-Source Style Augmentation for Improved Domain Generalization
Intra-Source Style Augmentation for Improved Domain Generalization
Yumeng Li
Dan Zhang
Margret Keuper
Anna Khoreva
109
33
0
18 Oct 2022
Perceptual Grouping in Contrastive Vision-Language Models
Perceptual Grouping in Contrastive Vision-Language Models
Kanchana Ranasinghe
Brandon McKinzie
S. S. Ravi
Yinfei Yang
Alexander Toshev
Jonathon Shlens
VLM
142
55
0
18 Oct 2022
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