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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 / 4,503 papers shown
Title
Building Footprint Extraction with Graph Convolutional Network
Building Footprint Extraction with Graph Convolutional Network
Yilei Shi
Qingyu Li
Xiaoxiang Zhu
136
6
0
08 May 2023
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
Deyi Ji
Haoran Wang
Mingyuan Tao
Jianqiang Huang
Xiansheng Hua
Hongtao Lu
216
62
0
06 May 2023
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural
  Network
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural Network
Sanket Kachole
Yusra Alkendi
F. B. Naeini
Dimitrios Makris
Yahya Zweiri
81
3
0
05 May 2023
Personalize Segment Anything Model with One Shot
Personalize Segment Anything Model with One Shot
Renrui Zhang
Zhengkai Jiang
Ziyu Guo
Shilin Yan
Junting Pan
Xianzheng Ma
Hao Dong
Peng Gao
Hongsheng Li
MLLMVLM
124
219
0
04 May 2023
ItoV: Efficiently Adapting Deep Learning-based Image Watermarking to
  Video Watermarking
ItoV: Efficiently Adapting Deep Learning-based Image Watermarking to Video Watermarking
Guanhui Ye
Jiashi Gao
Yuchen Wang
Liyan Song
Xue-Ming Wei
74
4
0
04 May 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with
  Task-driven Prompts
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts
Ruoyu Feng
Jinming Liu
Xin Jin
Xiaohan Pan
Heming Sun
Zhibo Chen
VLM
117
13
0
04 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling
Semantically Structured Image Compression via Irregular Group-Based Decoupling
V. Sheoran
Yixin Gao
Shreyansh Joshi
Tanisha R. Bhayani
Zhibo Chen
217
14
0
04 May 2023
CLUSTSEG: Clustering for Universal Segmentation
CLUSTSEG: Clustering for Universal Segmentation
James Liang
Tianfei Zhou
Dongfang Liu
Wenguan Wang
VLM
130
50
0
03 May 2023
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation
High-Resolution Synthetic RGB-D Datasets for Monocular Depth Estimation
Aakash Rajpal
N. Cheema
K. Illgner-Fehns
P. Slusallek
S. Jaiswal
MDE3DV
93
12
0
02 May 2023
An Alternative to WSSS? An Empirical Study of the Segment Anything Model
  (SAM) on Weakly-Supervised Semantic Segmentation Problems
An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems
Weixuan Sun
Zheyuan Liu
Yanhao Zhang
Yiran Zhong
Nick Barnes
VLM
124
21
0
02 May 2023
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised
  Semantic Segmentation
Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation
Peng-Tao Jiang
Yuqi Yang
VLM
98
33
0
02 May 2023
Oil Spill Segmentation using Deep Encoder-Decoder models
Oil Spill Segmentation using Deep Encoder-Decoder models
Abhishek Ramanathapura Satyanarayana
Maruf A. Dhali
107
3
0
02 May 2023
CLIP-S$^4$: Language-Guided Self-Supervised Semantic Segmentation
CLIP-S4^44: Language-Guided Self-Supervised Semantic Segmentation
Wenbin He
Suphanut Jamonnak
Liangke Gou
Liu Ren
VLM
123
32
0
01 May 2023
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation
Yizhe Ma
Fangjian Lin
Sitong Wu
Sheng Tian
Long Yu
92
12
0
01 May 2023
Regularizing Self-training for Unsupervised Domain Adaptation via
  Structural Constraints
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints
Rajshekhar Das
Jonathan M Francis
Sanket Vaibhav Mehta
Jean Oh
Emma Strubell
Jose Moura
134
1
0
29 Apr 2023
DIAMANT: Dual Image-Attention Map Encoders For Medical Image
  Segmentation
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation
Yousef Yeganeh
Azade Farshad
Peter Weinberger
Seyed-Ahmad Ahmadi
Ehsan Adeli
Nassir Navab
ViTMedIm
68
0
0
28 Apr 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation
Suman Saha
Lukas Hoyer
Anton Obukhov
Dengxin Dai
Luc Van Gool
123
15
0
27 Apr 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain
  Adaptation of Medical Image Segmentation
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation
Yan Wang
Jian Cheng
Yixin Chen
Shuai Shao
Lanyun Zhu
Zhenzhou Wu
Tianming Liu
Haogang Zhu
OODMedIm
135
26
0
26 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training
  Strategies for Semantic Image Segmentation
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation
Lukas Hoyer
Dengxin Dai
Luc Van Gool
AI4CEOOD
131
27
0
26 Apr 2023
Compensation Learning in Semantic Segmentation
Compensation Learning in Semantic Segmentation
Timo Kaiser
Christoph Reinders
Bodo Rosenhahn
NoLa
71
3
0
26 Apr 2023
Development of a Realistic Crowd Simulation Environment for Fine-grained
  Validation of People Tracking Methods
Development of a Realistic Crowd Simulation Environment for Fine-grained Validation of People Tracking Methods
P. Foszner
Agnieszka Szczęsna
Luca Ciampi
Nicola Messina
Adam Cygan
Bartosz Bizoń
M. Cogiel
Dominik Golba
E. Macioszek
M. Staniszewski
84
5
0
26 Apr 2023
Bayesian Optimization Meets Self-Distillation
Bayesian Optimization Meets Self-Distillation
HyunJae Lee
Heon Song
Hyeonsoo Lee
Gi-hyeon Lee
Suyeong Park
Donggeun Yoo
UQCVBDL
97
2
0
25 Apr 2023
Segment Anything in 3D with Radiance Fields
Segment Anything in 3D with Radiance Fields
Jiazhong Cen
Jiemin Fang
Zanwei Zhou
Chen Yang
Lingxi Xie
Xiaopeng Zhang
Wei Shen
Qi Tian
140
44
0
24 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation
Augmentation-based Domain Generalization for Semantic Segmentation
Manuel Schwonberg
Fadoua El Bouazati
Nico M. Schmidt
Hanno Gottschalk
101
8
0
24 Apr 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary
Diabetic Foot Ulcer Grand Challenge 2022 Summary
Connah Kendrick
B. Cassidy
N. Reeves
Joseph M Pappachan
C. O'Shea
Vishnu Chandrabalan
Moi Hoon Yap
59
4
0
24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for
  Visual Perception in Automated Driving
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving
Manuel Schwonberg
J. Niemeijer
Jan-Aike Termöhlen
Jörg P. Schäfer
Nico M. Schmidt
Hanno Gottschalk
Tim Fingscheidt
OODAI4CE
100
36
0
24 Apr 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive
  Spiking Encoder-Decoder Network
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network
Rui Zhang
Luziwei Leng
Kaiwei Che
Hu Zhang
Jieling Cheng
Qinghai Guo
Jiangxing Liao
Ran Cheng
105
12
0
24 Apr 2023
RGB-D Indiscernible Object Counting in Underwater Scenes
RGB-D Indiscernible Object Counting in Underwater Scenes
Guolei Sun
Zhaochong An
Yun-Hai Liu
Ce Liu
Daniel Gehrig
Deng-Ping Fan
Ming-Ming Cheng
Luc Van Gool
77
15
0
23 Apr 2023
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach
  using a Dilated Transformer and U-Net Architecture
Dilated-UNet: A Fast and Accurate Medical Image Segmentation Approach using a Dilated Transformer and U-Net Architecture
Davoud Saadati
Omid Nejati Manzari
S. Mirzakuchaki
ViTMedIm
90
17
0
22 Apr 2023
eWaSR -- an embedded-compute-ready maritime obstacle detection network
eWaSR -- an embedded-compute-ready maritime obstacle detection network
Matija Tersek
Lojze Žust
Matej Kristan
86
11
0
21 Apr 2023
Don't worry about mistakes! Glass Segmentation Network via Mistake
  Correction
Don't worry about mistakes! Glass Segmentation Network via Mistake Correction
Chengyu Zheng
Peng Li
Xiaoping Zhang
Xuequan Lu
Mingqiang Wei
54
4
0
21 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in
  Autonomous Driving: A Comprehensive Review
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review
Shanliang Yao
Runwei Guan
Xiaoyu Huang
Zhuoxiao Li
Xiangyu Sha
...
Eng Gee Lim
H. Seo
Ka Lok Man
Xiaohui Zhu
Yutao Yue
138
108
0
20 Apr 2023
Omni Aggregation Networks for Lightweight Image Super-Resolution
Omni Aggregation Networks for Lightweight Image Super-Resolution
Hang Wang
Xuanhong Chen
Bingbing Ni
Yutian Liu
Jinfan Liu
SupR
97
80
0
20 Apr 2023
SATA: Source Anchoring and Target Alignment Network for Continual Test
  Time Adaptation
SATA: Source Anchoring and Target Alignment Network for Continual Test Time Adaptation
Goirik Chakrabarty
Manogna Sreenivas
Soma Biswas
TTA
74
7
0
20 Apr 2023
Knowledge Distillation Under Ideal Joint Classifier Assumption
Knowledge Distillation Under Ideal Joint Classifier Assumption
Huayu Li
Xiwen Chen
G. Ditzler
Janet Roveda
Ao Li
54
1
0
19 Apr 2023
MARS: Model-agnostic Biased Object Removal without Additional
  Supervision for Weakly-Supervised Semantic Segmentation
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation
Sang-Kee Jo
In-Jae Yu
Kyungsu Kim
106
18
0
19 Apr 2023
Transformer-Based Visual Segmentation: A Survey
Transformer-Based Visual Segmentation: A Survey
Xiangtai Li
Henghui Ding
Haobo Yuan
Wenwei Zhang
Jiangmiao Pang
Guangliang Cheng
Kai-xiang Chen
Ziwei Liu
Chen Change Loy
ViTMedIm
170
147
0
19 Apr 2023
DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient
  Layer Aggregation Network with Learner
DCELANM-Net:Medical Image Segmentation based on Dual Channel Efficient Layer Aggregation Network with Learner
Cheng Lu
Z. Xia
Krzysztof Przystupa
Orest Kochan
J. Su
MedIm
82
11
0
19 Apr 2023
Dual Stage Stylization Modulation for Domain Generalized Semantic
  Segmentation
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation
Gabriel Tjio
Ping Liu
C. Kwoh
Qiufeng Wang
118
0
0
18 Apr 2023
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in
  Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and
  More
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More
Tianrun Chen
Lanyun Zhu
Chao Ding
Runlong Cao
Yan Wang
Ziyue Li
Lingyun Sun
Papa Mao
Ying Zang
VLM
77
57
0
18 Apr 2023
Coupling Global Context and Local Contents for Weakly-Supervised
  Semantic Segmentation
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation
Chunyan Wang
Dong Zhang
Liyan Zhang
Jinhui Tang
97
9
0
18 Apr 2023
Motion-state Alignment for Video Semantic Segmentation
Motion-state Alignment for Video Semantic Segmentation
Jinming Su
Ruihong Yin
Shuaibin Zhang
Junfeng Luo
45
6
0
18 Apr 2023
Delving into Shape-aware Zero-shot Semantic Segmentation
Delving into Shape-aware Zero-shot Semantic Segmentation
Xinyu Liu
Beiwen Tian
Zhen Wang
Rui Wang
Kehua Sheng
Bo Zhang
Hao Zhao
Guyue Zhou
VLM
106
20
0
17 Apr 2023
Deep learning universal crater detection using Segment Anything Model
  (SAM)
Deep learning universal crater detection using Segment Anything Model (SAM)
I. Giannakis
A. Bhardwaj
L. Sam
Georgios Leontidis
66
22
0
16 Apr 2023
Autoencoders with Intrinsic Dimension Constraints for Learning Low
  Dimensional Image Representations
Autoencoders with Intrinsic Dimension Constraints for Learning Low Dimensional Image Representations
Jianzhang Zheng
Hao Shen
Jian Yang
Xuan Tang
Mingsong Chen
Hui Yu
Jielong Guo
Xian Wei
51
0
0
16 Apr 2023
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain
  Adaptation in Long-tail Semantic Segmentation
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation
Thanh-Dat Truong
C. Duong
Pierce Helton
Ashley Dowling
Xin Li
Khoa Luu
82
1
0
14 Apr 2023
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View
  Adaptation
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation
Thanh-Dat Truong
C. Duong
Ashley Dowling
Son Lam Phung
J. Cothren
Khoa Luu
81
2
0
14 Apr 2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble
Jiahua Dong
Guohua Cheng
Yue Zhang
Chengtao Peng
Yu Song
Ruofeng Tong
Lanfen Lin
Yen-Wei Chen
73
0
0
14 Apr 2023
Machine Perception-Driven Image Compression: A Layered Generative
  Approach
Machine Perception-Driven Image Compression: A Layered Generative Approach
Yuefeng Zhang
Chuanmin Jia
Jian Chang
Siwei Ma
34
6
0
14 Apr 2023
Segment Everything Everywhere All at Once
Segment Everything Everywhere All at Once
Xueyan Zou
Jianwei Yang
Hao Zhang
Feng Li
Linjie Li
Jianfeng Wang
Lijuan Wang
Jianfeng Gao
Yong Jae Lee
MLLMVLM
143
493
0
13 Apr 2023
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