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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 / 3,499 papers shown
Title
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity
SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T)\mathcal{O}(T)O(T) Complexity
Shihao Zou
Qingfeng Li
Wei Ji
Jingjing Li
Yongkui Yang
Guoqi Li
Chao Dong
27
0
0
15 May 2025
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object Detection
DRRNet: Macro-Micro Feature Fusion and Dual Reverse Refinement for Camouflaged Object Detection
Jianlin Sun
Xiaolin Fang
Juwei Guan
Dongdong Gui
Teqi Wang
Tongxin Zhu
30
0
0
14 May 2025
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Harmonization
Xiaoyang Yu
Xiaoming Wu
Xin Wang
Dongrun Li
Ming Yang
Peng Cheng
26
0
0
14 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior
Jorge Quesada
Chen Zhou
Prithwijit Chowdhury
Mohammad Alotaibi
Ahmad Mustafa
Yusufjon Kumamnov
Mohit Prabhushankar
Ghassan AlRegib
AI4CE
39
0
0
13 May 2025
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation
Negin Ghamsarian
Sahar Nasirihaghighi
Klaus Schoeffmann
Raphael Sznitman
28
0
0
12 May 2025
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer
Ho-Joong Kim
Y. E. Lee
Jung-Ho Hong
Seong-Whan Lee
40
0
0
09 May 2025
Visual Affordances: Enabling Robots to Understand Object Functionality
Visual Affordances: Enabling Robots to Understand Object Functionality
Tommaso Apicella
Alessio Xompero
Andrea Cavallaro
43
0
0
08 May 2025
PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model
PillarMamba: Learning Local-Global Context for Roadside Point Cloud via Hybrid State Space Model
Zhang Zhang
Chao Sun
Chao Yue
Da Wen
Tianze Wang
Jianghao Leng
Mamba
49
0
0
08 May 2025
Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling
Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling
S. A. Mostafa
Chenxi Wang
Jia Yue
Yuta Hozumi
Jianwu Wang
29
0
0
08 May 2025
Split Matching for Inductive Zero-shot Semantic Segmentation
Split Matching for Inductive Zero-shot Semantic Segmentation
Jialei Chen
Xu Zheng
Dongyue Li
Chong Yi
Seigo Ito
D. Paudel
Luc Van Gool
Hiroshi Murase
Daisuke Deguchi
VLM
54
0
0
08 May 2025
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective
Lightweight RGB-D Salient Object Detection from a Speed-Accuracy Tradeoff Perspective
Songsong Duan
Xi Yang
Nannan Wang
Xinbo Gao
55
0
0
07 May 2025
Interactive Instance Annotation with Siamese Networks
Interactive Instance Annotation with Siamese Networks
Xiang Xu
Ruotong Li
Mengjun Yi
Baile Xu
Furao Shen
Jian Zhao
ISeg
53
0
0
06 May 2025
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation
Boris Kriuk
Matey Yordanov
35
0
0
02 May 2025
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation
Daniele Rege Cambrin
Luca Colomba
Paolo Garza
44
0
0
28 Apr 2025
DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification
DMS-Net:Dual-Modal Multi-Scale Siamese Network for Binocular Fundus Image Classification
Guohao Huo
Zibo Lin
Zitong Wang
Ruiting Dai
Hao Tang
41
0
0
25 Apr 2025
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning
Yuanbing Ouyang
Yizhuo Liang
Qingpeng Li
Xinfei Guo
Yiming Luo
Di Wu
Hao Wang
Yushan Pan
ViT
VLM
73
0
0
25 Apr 2025
A Large Vision-Language Model based Environment Perception System for Visually Impaired People
A Large Vision-Language Model based Environment Perception System for Visually Impaired People
Zezhou Chen
Zhaoxiang Liu
Ning Wang
Kohou Wang
Shiguo Lian
50
0
0
25 Apr 2025
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations
3D Deep-learning-based Segmentation of Human Skin Sweat Glands and Their 3D Morphological Response to Temperature Variations
Shaoyu Pei
Renxiong Wu
Hao Zheng
Lang Qin
Shuaichen Lin
...
Wenjing Huang
Zhilin Wang
Mohan Qin
Yong-Jin Liu
Guangming Ni
3DH
56
0
0
24 Apr 2025
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization
Abderrachid Hamrani
Daniela Leizaola
Renato Sousa
Jose P. Ponce
Stanley Mathis
David G. Armstrong
Anuradha Godavarty
DiffM
MedIm
41
0
0
24 Apr 2025
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition
MTSGL: Multi-Task Structure Guided Learning for Robust and Interpretable SAR Aircraft Recognition
Qishan He
Lingjun Zhao
Ru Luo
Siqian Zhang
Lin Lei
Kefeng Ji
Gangyao Kuang
27
0
0
23 Apr 2025
Multimodal Perception for Goal-oriented Navigation: A Survey
Multimodal Perception for Goal-oriented Navigation: A Survey
I-Tak Ieong
Hao Tang
LM&Ro
LRM
33
0
0
22 Apr 2025
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art
Jing Zhang
Dan Guo
Zhangbin Li
Meng Wang
33
0
0
20 Apr 2025
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation
Med-2D SegNet: A Light Weight Deep Neural Network for Medical 2D Image Segmentation
Md. Sanaullah Chowdhury
Salauddin Tapu
Noyon Kumar Sarkar
Ferdous Bin Ali
Lameya Sabrin
3DV
30
0
0
20 Apr 2025
Segregation and Context Aggregation Network for Real-time Cloud Segmentation
Segregation and Context Aggregation Network for Real-time Cloud Segmentation
Yijie Li
Hewei Wang
Jiayi Zhang
Jinjiang You
Jinfeng Xu
Puzhen Wu
Yunzhong Xiao
Soumyabrata Dev
115
1
0
19 Apr 2025
Lightweight Road Environment Segmentation using Vector Quantization
Lightweight Road Environment Segmentation using Vector Quantization
Jiyong Kwag
Alper Yilmaz
Charles Toth
24
0
0
19 Apr 2025
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning
Racheal Mukisa
Arvind K. Bansal
34
0
0
18 Apr 2025
Towards Spatially-Aware and Optimally Faithful Concept-Based Explanations
Towards Spatially-Aware and Optimally Faithful Concept-Based Explanations
Shubham Kumar
Dwip Dalal
Narendra Ahuja
21
0
0
15 Apr 2025
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation
Bo-Cheng Hu
Ge-Peng Ji
Dian Shao
Deng-Ping Fan
25
0
0
15 Apr 2025
CUT: Pruning Pre-Trained Multi-Task Models into Compact Models for Edge Devices
CUT: Pruning Pre-Trained Multi-Task Models into Compact Models for Edge Devices
Jingxuan Zhou
Weidong Bao
Ji Wang
Zhengyi Zhong
32
0
0
14 Apr 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation
Yasser Benigmim
Mohammad Fahes
Tuan-Hung Vu
Andrei Bursuc
Raoul de Charette
VLM
37
0
0
14 Apr 2025
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation
Beomseok Kang
Niluthpol Chowdhury Mithun
Abhinav Rajvanshi
Han-Pang Chiu
S. Samarasekera
29
0
0
14 Apr 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation
Yongchao Feng
Yajie Liu
Shuai Yang
Wenrui Cai
Jingyang Zhang
...
Jiahui Lv
Ziqiang Liu
Tengyuan Shi
Qingjie Liu
Yixuan Wang
MLLM
VLM
63
1
0
13 Apr 2025
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection
Yao Yuan
Pan Gao
Qun Dai
Jie Qin
Wei Xiang
30
0
0
13 Apr 2025
Text To 3D Object Generation For Scalable Room Assembly
Text To 3D Object Generation For Scalable Room Assembly
Sonia Laguna
Alberto Garcia-Garcia
Marie-Julie Rakotosaona
Stylianos Moschoglou
Leonhard Helminger
S. Orts-Escolano
31
0
0
12 Apr 2025
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation
Xiao Zhang
Xiangyu Han
Xiwen Lai
Yao Sun
Pei Zhang
Konrad Kording
34
0
0
08 Apr 2025
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation
Hritam Basak
Zhaozheng Yin
VLM
35
0
0
08 Apr 2025
CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation
CMaP-SAM: Contraction Mapping Prior for SAM-driven Few-shot Segmentation
Shuai Chen
Fanman Meng
Haoran Wei
Chenhao Wu
Q. Wu
Linfeng Xu
Hao Li
30
0
0
07 Apr 2025
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
CALF: A Conditionally Adaptive Loss Function to Mitigate Class-Imbalanced Segmentation
Bashir Alam
Masa Cirkovic
Mete Harun Akcay
Md Kaf Shahrier
S. Lafond
Hergys Rexha
Kurt Benke
Sepinoud Azimi
J. Arslan
28
0
0
06 Apr 2025
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation
CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation
Kai Fang
Anqi Zhang
Guangyu Gao
Jianbo Jiao
C. Liu
Yunchao Wei
CLL
51
0
0
05 Apr 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning
Xiao-Hui Li
Fei Yin
Cheng-Lin Liu
29
0
0
05 Apr 2025
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images
Resilience of Vision Transformers for Domain Generalisation in the Presence of Out-of-Distribution Noisy Images
Hamza Riaz
Alan F. Smeaton
41
0
0
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Hierarchical Knowledge Structuring for Effective Federated Learning in Heterogeneous Environments
Hierarchical Knowledge Structuring for Effective Federated Learning in Heterogeneous Environments
Wai Fong Tam
Qilei Li
Ahmed M. Abdelmonie
FedML
37
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0
04 Apr 2025
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation
Feng Gao
Miao Fu
Jingchao Cao
Junyu Dong
Q. Du
46
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0
03 Apr 2025
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement
Zaipeng Duan
Xuzhong Hu
Pei An
Jie Ma
3DPC
52
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0
02 Apr 2025
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Siladittya Manna
Suresh Das
Sayantari Ghosh
Saumik Bhattacharya
FedML
48
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30 Mar 2025
SCHNet: SAM Marries CLIP for Human Parsing
SCHNet: SAM Marries CLIP for Human Parsing
Kunliang Liu
Jianming Wang
Rize Jin
Wonjun Hwang
Tae-Sun Chung
VLM
68
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28 Mar 2025
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation
Anas Berka
Mohamed El Hajji
R. Canals
Youssef Es-saady
A. Hafiane
46
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Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery
Assessing Foundation Models for Sea Ice Type Segmentation in Sentinel-1 SAR Imagery
Samira Alkaee Taleghan
Morteza Karimzadeh
A. Barrett
Walter N. Meier
F. Banaei-Kashani
61
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28 Mar 2025
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation
Reza Qorbani
Gianluca Villani
Theodoros Panagiotakopoulos
Marc Botet Colomer
Linus Harenstam-Nielsen
...
Pier Luigi Dovesi
Jussi Karlgren
Daniel Cremers
F. Tombari
Matteo Poggi
VLM
52
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Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time
Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time
Zhaojun Nan
Yunchu Han
Sheng Zhou
Zhisheng Niu
43
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