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DeepLab: Semantic Image Segmentation with Deep Convolutional Nets,
  Atrous Convolution, and Fully Connected CRFs

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
ArXivPDFHTML

Papers citing "DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs"

50 / 3,538 papers shown
Title
A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images
A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images
Kungang Zhang
D. Apley
Wei Chen
Wing Kam Liu
L. Brinson
42
0
0
10 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images
Jinchen Yu
Yongwei Nie
Fei Qi
Wenxiong Liao
Hongmin Cai
MedIm
59
0
0
10 Feb 2025
Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance
Demonstrating CavePI: Autonomous Exploration of Underwater Caves by Semantic Guidance
Alankrit Gupta
Adnan Abdullah
Xianyao Li
Vaishnav Ramesh
Ioannis M. Rekleitis
Md Jahidul Islam
57
0
0
07 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
Feng Wang
Yaodong Yu
Guoyizhe Wei
Wei Shao
Yuyin Zhou
Alan Yuille
Cihang Xie
ViT
99
4
0
06 Feb 2025
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis
B. Alawode
I. I. Ganapathi
S. Javed
Naoufel Werghi
Mohammed Bennamoun
Arif Mahmood
CLIP
VLM
78
1
0
03 Feb 2025
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
Zhiwei Yang
Yucong Meng
Kexue Fu
Shuo Wang
Zhijian Song
90
1
0
20 Jan 2025
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results
3rd Workshop on Maritime Computer Vision (MaCVi) 2025: Challenge Results
Benjamin Kiefer
Lojze Žust
Jon Muhovič
Matej Kristan
J. Pers
...
Ashraf Saleem
Ching-Heng Cheng
Yu-Fan Lin
Tzu-Yu Lin
Chih-Chung Hsu
48
0
0
20 Jan 2025
CrossModalityDiffusion: Multi-Modal Novel View Synthesis with Unified Intermediate Representation
Alex Berian
Daniel Brignac
JhihYang Wu
Natnael Daba
Abhijit Mahalanobis
DiffM
54
1
0
20 Jan 2025
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation
Zhengwen Shen
Yulian Li
Han Zhang
Yuchen Weng
Jun Wang
40
0
0
19 Jan 2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
Xin Hu
Janet Wang
Jihun Hamm
R. Yotsu
Zhengming Ding
100
0
0
17 Jan 2025
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images
Wei Long
Yongjun Zhang
Zhongwei Cui
Yujie Xu
Xuexue Zhang
79
11
0
14 Jan 2025
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels
Erjian Guo
Zicheng Wang
Zhen Zhao
Luping Zhou
NoLa
61
0
0
12 Jan 2025
Parking Space Detection in the City of Granada
Parking Space Detection in the City of Granada
Crespo-Orti Luis
Moreno-Cuadrado Isabel
Olivares-Martínez Pablo
Sanz-Tornero Ximo
33
0
0
11 Jan 2025
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging
L. Ruzicka
Bernhard Kohn
Clemens Heitzinger
47
0
0
10 Jan 2025
Region-Guided Attack on the Segment Anything Model (SAM)
Region-Guided Attack on the Segment Anything Model (SAM)
Xiaoliang Liu
Furao Shen
Jian Zhao
AAML
28
0
0
03 Jan 2025
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation
Dual-Space Augmented Intrinsic-LoRA for Wind Turbine Segmentation
Shubh Singhal
Raül Pérez-Gonzalo
Andreas Espersen
Antonio Agudo
44
0
0
31 Dec 2024
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation
Chenghao Qian
Yuhu Guo
Yuhong Mo
Wenjing Li
DiffM
35
0
0
31 Dec 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
80
5
0
31 Dec 2024
A Prototype Unit for Image De-raining using Time-Lapse Data
A Prototype Unit for Image De-raining using Time-Lapse Data
Jaehoon Cho
Minjung Yoo
Jini Yang
Sunok Kim
47
0
0
27 Dec 2024
Establishing Reality-Virtuality Interconnections in Urban Digital Twins
  for Superior Intelligent Road Inspection
Establishing Reality-Virtuality Interconnections in Urban Digital Twins for Superior Intelligent Road Inspection
Yikang Zhang
Chuang-Wei Liu
Jiahang Li
Yingbing Chen
Jie-Zhi Cheng
Rui Fan
33
0
0
23 Dec 2024
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot
  Semantic Segmentation
AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation
Jiaqi Ma
Guo-Sen Xie
Fang Zhao
Zechao Li
37
0
0
23 Dec 2024
Lightweight Design and Optimization methods for DCNNs: Progress and
  Futures
Lightweight Design and Optimization methods for DCNNs: Progress and Futures
Hanhua Long
Wenbin Bi
Jian Sun
85
0
0
22 Dec 2024
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation
  via Hierarchical Modality Selection
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
Xu Zheng
Yuanhuiyi Lyu
Lutao Jiang
Jiazhou Zhou
Lin Wang
Xuming Hu
74
4
0
22 Dec 2024
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation
PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation
Yufei Song
Ziqi Zhou
Minghui Li
X. U. Wang
Hangtao Zhang
Menghao Deng
Wei Wan
Shengshan Hu
L. Zhang
AAML
103
4
0
21 Dec 2024
GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for
  Efficient Multi-Frame Interpolation in DSA Images
GaraMoSt: Parallel Multi-Granularity Motion and Structural Modeling for Efficient Multi-Frame Interpolation in DSA Images
Ziyang Xu
Huangxuan Zhao
Wei Liu
Xinyu Wang
69
0
0
18 Dec 2024
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness
  and Challenges
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges
Martin Aubard
Ana Madureira
Luis F. Teixeira
José Pinto
AAML
78
2
0
16 Dec 2024
$\texttt{DINO-Foresight}$: Looking into the Future with DINO
DINO-Foresight\texttt{DINO-Foresight}DINO-Foresight: Looking into the Future with DINO
Efstathios Karypidis
Ioannis Kakogeorgiou
Spyros Gidaris
N. Komodakis
AI4CE
87
1
0
16 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
Yunxiang Fu
Meng Lou
Yizhou Yu
115
1
0
16 Dec 2024
SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation
SAM-IF: Leveraging SAM for Incremental Few-Shot Instance Segmentation
Xudong Zhou
Wenhao He
VLM
62
0
0
15 Dec 2024
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
Mustafa Munir
Md Mostafijur Rahman
R. Marculescu
MedIm
ViT
74
0
0
14 Dec 2024
A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation
A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation
Shirin Qiam
Saipraneeth Devunuri
Lewis J. Lehe
64
0
0
09 Dec 2024
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor
  Segmentation
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation
Ruoxin Wang
Tianyi Tang
Haiming Du
Yuxuan Cheng
Yu Wang
Lingjie Yang
Xiaohui Duan
Yunfang Yu
Yu Zhou
Donglong Chen
59
0
0
08 Dec 2024
Customize Segment Anything Model for Multi-Modal Semantic Segmentation
  with Mixture of LoRA Experts
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts
Chenyang Zhu
Bin Xiao
Lin Shi
Shoukun Xu
Xu Zheng
MoE
91
10
0
05 Dec 2024
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis
Wenbo Zhang
Junyu Chen
Christopher Kanan
79
0
0
02 Dec 2024
Epipolar Attention Field Transformers for Bird's Eye View Semantic
  Segmentation
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation
Christian Witte
Jens Behley
Cyrill Stachniss
Marvin Raaijmakers
91
0
0
02 Dec 2024
Token Cropr: Faster ViTs for Quite a Few Tasks
Token Cropr: Faster ViTs for Quite a Few Tasks
Benjamin Bergner
C. Lippert
Aravindh Mahendran
ViT
VLM
74
0
0
01 Dec 2024
Real-Time Metric-Semantic Mapping for Autonomous Navigation in Outdoor Environments
Jianhao Jiao
R. Geng
Yuanhang Li
Ren Xin
Bowen Yang
Jin Wu
Lujia Wang
M. Liu
Rui Fan
Dimitrios Kanoulas
77
7
0
30 Nov 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model
Kunyang Han
Yibo Hu
Mengxue Qu
Hailin Shi
Yao Zhao
Y. X. Wei
MLLM
VLM
3DV
88
1
0
29 Nov 2024
On-chip Hyperspectral Image Segmentation with Fully Convolutional
  Networks for Scene Understanding in Autonomous Driving
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving
Jon Gutiérrez-Zaballa
Koldo Basterretxea
Javier Echanobe
M. Victoria Martínez
Unai Martínez-Corral
Óscar Mata-Carballeira
Inés del Campo
102
17
0
28 Nov 2024
Visual SLAMMOT Considering Multiple Motion Models
Visual SLAMMOT Considering Multiple Motion Models
Peilin Tian
Hao Li
78
1
0
28 Nov 2024
Generative Semantic Communication for Joint Image Transmission and Segmentation
Generative Semantic Communication for Joint Image Transmission and Segmentation
Weiwen Yuan
Jinke Ren
Chongjie Wang
Ruichen Zhang
Jun Wei
Dong In Kim
Shuguang Cui
DiffM
91
0
0
27 Nov 2024
On-Road Object Importance Estimation: A New Dataset and A Model with
  Multi-Fold Top-Down Guidance
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
Zhixiong Nan
Yilong Chen
Tianfei Zhou
Tao Xiang
74
0
0
26 Nov 2024
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in
  the Era of Vision-Language Models
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models
Manuel Schwonberg
Claus Werner
Hanno Gottschalk
Carsten Meyer
VLM
90
0
0
25 Nov 2024
Monocular Lane Detection Based on Deep Learning: A Survey
Monocular Lane Detection Based on Deep Learning: A Survey
Xin He
Haiyun Guo
Kuan Zhu
Bingke Zhu
Xu Zhao
Jianwu Fang
J. T. Wang
95
1
0
25 Nov 2024
A Performance Increment Strategy for Semantic Segmentation of
  Low-Resolution Images from Damaged Roads
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged Roads
Rafael S. Toledo
Cristiano S. Oliveira
Vitor H. T. Oliveira
Eric A. Antonelo
Aldo von Wangenheim
62
0
0
25 Nov 2024
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction
  on Edge Devices with NPUs
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs
Chen Xin
T. Motz
Andreas Hartel
Enkelejda Kasneci
69
0
0
23 Nov 2024
Adapting Vision Foundation Models for Robust Cloud Segmentation in
  Remote Sensing Images
Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images
Xuechao Zou
Shun Zhang
Kai Li
Shiying Wang
Junliang Xing
Lei Jin
Congyan Lang
Pin Tao
66
1
0
20 Nov 2024
A Multimodal Approach Combining Structural and Cross-domain Textual
  Guidance for Weakly Supervised OCT Segmentation
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation
Jiaqi Yang
Nitish Mehta
Xiaoling Hu
Cheng Chen
Chia-Ling Tsai
69
0
0
19 Nov 2024
Exploring Emerging Trends and Research Opportunities in Visual Place Recognition
Antonios Gasteratos
Konstantinos A. Tsintotas
Tobias Fischer
Yiannis Aloimonos
Michael Milford
71
0
0
18 Nov 2024
Relevance-guided Audio Visual Fusion for Video Saliency Prediction
Li Yu
Xuanzhe Sun
Pan Gao
Moncef Gabbouj
65
1
0
18 Nov 2024
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