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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 / 4,477 papers shown
Title
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for
  Medical Image Segmentation
PMR-Net: Parallel Multi-Resolution Encoder-Decoder Network Framework for Medical Image Segmentation
Xiaogang Du
Dongxin Gu
Tao Lei
Yipeng Jiao
Yibin Zou
MedIm
52
1
0
19 Sep 2024
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus
Depth Estimation Based on 3D Gaussian Splatting Siamese Defocus
Jinchang Zhang
Ningning Xu
Hao Zhang
Guoyu Lu
MDE
104
0
0
18 Sep 2024
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping
Amirreza Fateh
Mohammad Reza Mohammadi
Mohammad Reza Jahed Motlagh
ViT
254
6
0
17 Sep 2024
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image
  Segmentation
Fuse4Seg: Image-Level Fusion Based Multi-Modality Medical Image Segmentation
Yuchen Guo
Weifeng Su
84
0
0
16 Sep 2024
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic
  Segmentation of Urban Remote Sensing Images
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images
Wentao Wang
Xili Wang
SSeg
94
3
0
16 Sep 2024
High Definition Map Mapping and Update: A General Overview and Future
  Directions
High Definition Map Mapping and Update: A General Overview and Future Directions
Benny Wijaya
Kun Jiang
Mengmeng Yang
Tuopu Wen
Yunlong Wang
Xuewei Tang
Zheng Fu
Taohua Zhou
Diange Yang
111
0
0
15 Sep 2024
GLCONet: Learning Multi-source Perception Representation for Camouflaged
  Object Detection
GLCONet: Learning Multi-source Perception Representation for Camouflaged Object Detection
Yanguang Sun
Hanyu Xuan
Jian Yang
Lei Luo
ObjD
93
2
0
15 Sep 2024
VOMTC: Vision Objects for Millimeter and Terahertz Communications
VOMTC: Vision Objects for Millimeter and Terahertz Communications
Sunwoo Kim
Yongjun Ahn
Daeyoung Park
B. Shim
107
2
0
14 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation
Hugo Porta
Emanuele Dalsasso
Diego Marcos
D. Tuia
290
0
0
14 Sep 2024
SURGIVID: Annotation-Efficient Surgical Video Object Discovery
SURGIVID: Annotation-Efficient Surgical Video Object Discovery
Çağhan Köksal
Ghazal Ghazaei
Nassir Navab
63
1
0
12 Sep 2024
Open-Vocabulary Remote Sensing Image Semantic Segmentation
Open-Vocabulary Remote Sensing Image Semantic Segmentation
Qinglong Cao
Yuntian Chen
Chao Ma
Xiaokang Yang
94
3
0
12 Sep 2024
PaveSAM Segment Anything for Pavement Distress
PaveSAM Segment Anything for Pavement Distress
Neema Jakisa Owor
Y. Adu-Gyamfi
Armstrong Aboah
M. Amo-Boateng
VLM
72
6
0
11 Sep 2024
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with
  Hyperbolic Graph Neural Networks
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks
Debjyoti Mondal
Rahul Mishra
Chandan Pandey
76
0
0
10 Sep 2024
A foundation model enpowered by a multi-modal prompt engine for
  universal seismic geobody interpretation across surveys
A foundation model enpowered by a multi-modal prompt engine for universal seismic geobody interpretation across surveys
Hang Gao
Xinming Wu
Luming Liang
Hanlin Sheng
Xu Si
Gao Hui
Yaxing Li
AI4CE
65
2
0
08 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free
  Segmentation
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation
Lin Sun
Jiale Cao
J. Xie
Fahad Shahbaz Khan
Yanwei Pang
DiffM
100
1
0
05 Sep 2024
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For
  Efficient Medical Image Segmentation
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation
Shehan Perera
Yunus Erzurumlu
Deepak Gulati
Alper Yilmaz
ViTMedIm
61
0
0
04 Sep 2024
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation
Hayeon Jo
Hyesong Choi
Minhee Cho
Dongbo Min
124
2
0
04 Sep 2024
Convolutional Networks as Extremely Small Foundation Models: Visual
  Prompting and Theoretical Perspective
Convolutional Networks as Extremely Small Foundation Models: Visual Prompting and Theoretical Perspective
Jianqiao Wangni
VLM
47
0
0
03 Sep 2024
Segmenting Object Affordances: Reproducibility and Sensitivity to Scale
Segmenting Object Affordances: Reproducibility and Sensitivity to Scale
Tommaso Apicella
Alessio Xompero
Paolo Gastaldo
Andrea Cavallaro
63
2
0
03 Sep 2024
Frequency-Spatial Entanglement Learning for Camouflaged Object Detection
Frequency-Spatial Entanglement Learning for Camouflaged Object Detection
Yanguang Sun
Chunyan Xu
Jian Yang
Hanyu Xuan
Lei Luo
94
19
0
03 Sep 2024
From Pixels to Objects: A Hierarchical Approach for Part and Object
  Segmentation Using Local and Global Aggregation
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation
Yunfei Xie
Cihang Xie
Alan Yuille
Jieru Mei
OCL
87
1
0
02 Sep 2024
Towards Robust Online Domain Adaptive Semantic Segmentation under
  Adverse Weather Conditions
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions
Taorong Liu
Jing Xiao
Liang Liao
Chia-Wen Lin
130
0
0
02 Sep 2024
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus
  Segmentation and Alzheimer's Disease Diagnosis
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis
Wangang Cheng
Guanghua He
Keli Hu
Mingyu Fang
Liang Dong
Zhong Li
Hancan Zhu
81
0
0
02 Sep 2024
Machine Learning Framework for High-Resolution Air Temperature
  Downscaling Using LiDAR-Derived Urban Morphological Features
Machine Learning Framework for High-Resolution Air Temperature Downscaling Using LiDAR-Derived Urban Morphological Features
Fatemeh Chajaei
Hossein Bagheri
AI4CE
71
9
0
31 Aug 2024
Generative AI Enables Medical Image Segmentation in Ultra Low-Data
  Regimes
Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes
Li Zhang
Basu Jindal
Ahmed Alaa
Robert Weinreb
David Wilson
Eran Segal
James Zou
Pengtao Xie
MedIm
58
1
0
30 Aug 2024
Single-Photon 3D Imaging with Equi-Depth Photon Histograms
Single-Photon 3D Imaging with Equi-Depth Photon Histograms
Kaustubh Sadekar
David Maier
Atul Ingle
63
1
0
28 Aug 2024
Applying ViT in Generalized Few-shot Semantic Segmentation
Applying ViT in Generalized Few-shot Semantic Segmentation
Liyuan Geng
Jinhong Xia
Yuanhe Guo
55
1
0
27 Aug 2024
Physically Feasible Semantic Segmentation
Physically Feasible Semantic Segmentation
Shamik Basu
Luc Van Gool
Daniel Gehrig
205
1
0
26 Aug 2024
Dense Center-Direction Regression for Object Counting and Localization
  with Point Supervision
Dense Center-Direction Regression for Object Counting and Localization with Point Supervision
Domen Tabernik
Jon Muhovič
D. Skočaj
3DPC
63
5
0
26 Aug 2024
Self-Parameterization Based Multi-Resolution Mesh Convolution Networks
Self-Parameterization Based Multi-Resolution Mesh Convolution Networks
Shi Hezi
Jiang Luo
Zheng Jianmin
Zeng Jun
AI4CE
64
1
0
25 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image
  Segmentation
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation
Lanhu Wu
Miao Zhang
Yongri Piao
Zhenyan Yao
Weibing Sun
Feng Tian
Huchuan Lu
ViTMedIm
67
1
0
25 Aug 2024
Frequency-aware Feature Fusion for Dense Image Prediction
Frequency-aware Feature Fusion for Dense Image Prediction
Linwei Chen
Ying Fu
Lin Gu
Chenggang Yan
Tatsuya Harada
Gao Huang
3DV
116
33
0
23 Aug 2024
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Hinako Mitsuoka
Kazuhiro Hotta
ViTMedIm
244
0
0
23 Aug 2024
Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image
  Sizes
Generalized SAM: Efficient Fine-Tuning of SAM for Variable Input Image Sizes
S. Kato
Hinako Mitsuoka
Kazuhiro Hotta
VLM
64
2
0
22 Aug 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key
  Subsurface faults
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults
Mohit Prabhushankar
Kiran Kokilepersaud
Jorge Quesada
Yavuz Yarici
Chen Zhou
Mohammad Alotaibi
Ghassan AlRegib
Ahmad Mustafa
Yusufjon Kumakov
54
1
0
20 Aug 2024
PooDLe: Pooled and dense self-supervised learning from naturalistic videos
PooDLe: Pooled and dense self-supervised learning from naturalistic videos
Alex N. Wang
Christopher Hoang
Yuwen Xiong
Yann LeCun
Mengye Ren
251
0
0
20 Aug 2024
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced
  Feature Pyramid Network
Imbalance-Aware Culvert-Sewer Defect Segmentation Using an Enhanced Feature Pyramid Network
Rasha Alshawi
Md Meftahul Ferdaus
Mahdi Abdelguerfi
Kendall N. Niles
Ken Pathak
Steve Sloan
72
0
0
19 Aug 2024
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras
Muhammad Rameez Ur Rahman
Jhony H. Giraldo
Indro Spinelli
Stéphane Lathuilière
Fabio Galasso
VLM
61
0
0
18 Aug 2024
MaskBEV: Towards A Unified Framework for BEV Detection and Map
  Segmentation
MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation
Xiao Zhao
Xukun Zhang
Dingkang Yang
Mingyang Sun
Mingcheng Li
Shunli Wang
Lihua Zhang
MoE
92
1
0
17 Aug 2024
Tell Codec What Worth Compressing: Semantically Disentangled Image
  Coding for Machine with LMMs
Tell Codec What Worth Compressing: Semantically Disentangled Image Coding for Machine with LMMs
Jinming Liu
Yuntao Wei
Junyan Lin
Shengyang Zhao
Heming Sun
Zhibo Chen
Wenjun Zeng
Xin Jin
135
2
0
16 Aug 2024
Lesion-aware network for diabetic retinopathy diagnosis
Lesion-aware network for diabetic retinopathy diagnosis
Xue Xia
Kun Zhan
Yuming Fang
Wenhui Jiang
Fei Shen
MedIm
35
1
0
14 Aug 2024
Ensemble architecture in polyp segmentation
Ensemble architecture in polyp segmentation
Hao-Yun Hsu
Yi-Ching Cheng
Guan-Hua Huang
65
0
0
14 Aug 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation
Jingyun Wang
Guoliang Kang
VLMSSL
103
7
0
13 Aug 2024
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor
  Detection
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection
Jia Wei
Yongqian Li
Meiyu Qiu
Hongyu Chen
Xiaomao Fan
Wenbin Lei
83
2
0
10 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic
  Segmentation
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation
Dahyun Kang
Minsu Cho
ObjDVLM
140
11
0
09 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream
  Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
Tianrun Chen
Ankang Lu
Lanyun Zhu
Chaotao Ding
Chunan Yu
Deyi Ji
Ziyue Li
Lingyun Sun
Papa Mao
Ying Zang
VLMMedIm
104
23
0
08 Aug 2024
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving
  Scene Scenarios
SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios
Sriram Mandalika
Athira Nambiar
61
1
0
08 Aug 2024
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language
  Modeling
ArtVLM: Attribute Recognition Through Vision-Based Prefix Language Modeling
William Y. Zhu
Keren Ye
Junjie Ke
Jiahui Yu
Leonidas Guibas
P. Milanfar
Feng Yang
98
2
0
07 Aug 2024
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model
Mingcan Xiang
Steven Jiaxun Tang
Qizheng Yang
Hui Guan
Tongping Liu
VLM
68
0
0
07 Aug 2024
Post-Mortem Human Iris Segmentation Analysis with Deep Learning
Post-Mortem Human Iris Segmentation Analysis with Deep Learning
Afzal Hossain
Tipu Sultan
Stephanie Schuckers
CVBM
60
1
0
06 Aug 2024
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