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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 / 3,628 papers shown
Title
Multi-Task Dense Prediction via Mixture of Low-Rank Experts
Multi-Task Dense Prediction via Mixture of Low-Rank Experts
Yuqi Yang
Peng-Tao Jiang
Qibin Hou
Hao Zhang
Jinwei Chen
Bo-wen Li
MoE
33
19
0
26 Mar 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual
  Prompt Tuning
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning
Ziyang Gong
Fuhao Li
Yupeng Deng
Deblina Bhattacharjee
Xianzheng Ma
Xiangwei Zhu
Zhenming Ji
76
9
0
26 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for
  Aerial Semantic Segmentation
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation
Aysim Toker
Marvin Eisenberger
Daniel Cremers
Laura Leal-Taixé
DiffM
32
20
0
25 Mar 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration
Hai-qun Wang
Zhuoyuan Wang
Dong Ni
Yi Wang
ViT
MedIm
36
5
0
25 Mar 2024
Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks
Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks
Sudhir Sornapudi
Rajhans Singh Corteva Agriscience
SSL
25
1
0
22 Mar 2024
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video
  Differentiable AutoAugmentation and Fusion
Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion
S. Casarin
C. Ugwu
Sergio Escalera
Oswald Lanz
36
0
0
22 Mar 2024
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot
  Segmentation Excellence
IFSENet : Harnessing Sparse Iterations for Interactive Few-shot Segmentation Excellence
Shreyas Chandgothia
Ardhendu Sekhar
Amit Sethi
VLM
35
0
0
22 Mar 2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive
  Segmentation
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation
Wenlve Zhou
Zhiheng Zhou
Tianlei Wang
Delu Zeng
44
0
0
22 Mar 2024
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in
  Adverse Weather
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather
Blake Gella
Howard Zhang
Rishi Upadhyay
Tiffany Chang
Nathan Wei
Matthew Waliman
Yunhao Bao
C. Melo
Alex Wong
A. Kadambi
36
0
0
21 Mar 2024
Learning to Project for Cross-Task Knowledge Distillation
Learning to Project for Cross-Task Knowledge Distillation
Dylan Auty
Roy Miles
Benedikt Kolbeinsson
K. Mikolajczyk
45
0
0
21 Mar 2024
Train Ego-Path Detection on Railway Tracks Using End-to-End Deep
  Learning
Train Ego-Path Detection on Railway Tracks Using End-to-End Deep Learning
Thomas Laurent
37
2
0
19 Mar 2024
Inter- and intra-uncertainty based feature aggregation model for
  semi-supervised histopathology image segmentation
Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation
Qiangguo Jin
Hui Cui
Changming Sun
Yang Song
Jiangbin Zheng
Leilei Cao
Leyi Wei
Ran Su
43
17
0
19 Mar 2024
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive
  Semantic Segmentation
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation
Seungbeom Woo
Geonwoo Baek
Taehoon Kim
Jaemin Na
Joong-won Hwang
Wonjun Hwang
43
0
0
18 Mar 2024
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric
  Medical Image Segmentation
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation
Jin Yang
Peijie Qiu
Yichi Zhang
Daniel S. Marcus
Aristeidis Sotiras
MedIm
49
10
0
15 Mar 2024
SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and
  Semantic Segmentation from Monocular Camera Images
SwinMTL: A Shared Architecture for Simultaneous Depth Estimation and Semantic Segmentation from Monocular Camera Images
Pardis Taghavi
Reza Langari
Gaurav Pandey
MDE
ViT
38
5
0
15 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search
Hongyuan Yu
Cheng Wan
Mengchen Liu
Dongdong Chen
Bin Xiao
Xiyang Dai
Yan Huang
Yuan Lu
Liang Wang
73
5
0
15 Mar 2024
PosSAM: Panoptic Open-vocabulary Segment Anything
PosSAM: Panoptic Open-vocabulary Segment Anything
VS Vibashan
Shubhankar Borse
Hyojin Park
Debasmit Das
Vishal M. Patel
Munawar Hayat
Fatih Porikli
VLM
MLLM
43
6
0
14 Mar 2024
MRC-Net: 6-DoF Pose Estimation with MultiScale Residual Correlation
MRC-Net: 6-DoF Pose Estimation with MultiScale Residual Correlation
Yuelong Li
Yafei Mao
Raja Bala
Sunil Hadap
42
9
0
12 Mar 2024
A Fourier Transform Framework for Domain Adaptation
Le Luo
Bingrong Xu
Qingyong Zhang
Cheng Lian
Jie Luo
32
0
0
12 Mar 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly
  Supervised Semantic Segmentation
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
Feilong Tang
Zhongxing Xu
Zhaojun Qu
Wei Feng
Xingjian Jiang
Zongyuan Ge
58
7
0
12 Mar 2024
Multiple Latent Space Mapping for Compressed Dark Image Enhancement
Multiple Latent Space Mapping for Compressed Dark Image Enhancement
Yi Zeng
Zhengning Wang
Yuxuan Liu
Tianjiao Zeng
Xuhang Liu
Xinglong Luo
Shuaicheng Liu
Shuyuan Zhu
Bing Zeng
34
0
0
12 Mar 2024
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object
  Localization Perspective
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective
Shunsuke Yasuki
Masato Taki
AAML
32
0
0
11 Mar 2024
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth
  Estimation
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation
Bianca-Cerasela-Zelia Blaga
S. Nedevschi
29
0
0
11 Mar 2024
Towards the Uncharted: Density-Descending Feature Perturbation for
  Semi-supervised Semantic Segmentation
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation
Xiaoyang Wang
H. Bai
Limin Yu
Yao-Min Zhao
Jimin Xiao
AAML
48
6
0
11 Mar 2024
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on
  Curves
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on Curves
Jiayan Cao
Xueyu Zhu
Cheng Qian
3DPC
32
2
0
08 Mar 2024
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers
ACC-ViT : Atrous Convolution's Comeback in Vision Transformers
Nabil Ibtehaz
Ning Yan
Masood S. Mortazavi
Daisuke Kihara
ViT
32
3
0
07 Mar 2024
Redefining cystoscopy with ai: bladder cancer diagnosis using an
  efficient hybrid cnn-transformer model
Redefining cystoscopy with ai: bladder cancer diagnosis using an efficient hybrid cnn-transformer model
Meryem Amaouche
Ouassim Karrakchou
Mounir Ghogho
A. Ghazzaly
Mohamed Alami
Ahmed Ameur
MedIm
47
0
0
06 Mar 2024
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain
  Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery
Jingru Zhu
Ya Guo
Geng Sun
Liang Hong
Jie Chen
38
3
0
06 Mar 2024
DINOv2 based Self Supervised Learning For Few Shot Medical Image
  Segmentation
DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation
Lev Ayzenberg
Raja Giryes
H. Greenspan
21
4
0
05 Mar 2024
Motion-Corrected Moving Average: Including Post-Hoc Temporal Information
  for Improved Video Segmentation
Motion-Corrected Moving Average: Including Post-Hoc Temporal Information for Improved Video Segmentation
R. Mendel
Tobias Rueckert
Dirk Wilhelm
Daniel Rueckert
Christoph Palm
38
0
0
05 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation
Deep Common Feature Mining for Efficient Video Semantic Segmentation
Yaoyan Zheng
Hongyu Yang
Di Huang
46
0
0
05 Mar 2024
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for
  Semi-Supervised Semantic Segmentation
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
Haonan Wang
Qixiang Zhang
Yi Li
Xiaomeng Li
48
16
0
04 Mar 2024
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
Zijin Yin
Kongming Liang
Bing Li
Zhanyu Ma
Jun Guo
VLM
41
2
0
02 Mar 2024
A SAM-guided Two-stream Lightweight Model for Anomaly Detection
A SAM-guided Two-stream Lightweight Model for Anomaly Detection
Chenghao Li
Lei Qi
Xin Geng
40
4
0
29 Feb 2024
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for
  Remote Sensing Image Semantic Segmentation
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation
Jie Zhang
Xubing Yang
Rui Jiang
Wei Shao
Li Zhang
37
12
0
29 Feb 2024
GoalNet: Goal Areas Oriented Pedestrian Trajectory Prediction
GoalNet: Goal Areas Oriented Pedestrian Trajectory Prediction
Ching-Lin Lee
Zhi-Xuan Wang
Kuan-Ting Lai
Amar Fadillah
46
1
0
29 Feb 2024
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility
  Awareness for Freespace Detection
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection
Yi Feng
Yu Ma
Qijun Chen
Ioannis Pitas
Rui Fan
45
5
0
29 Feb 2024
Separate and Conquer: Decoupling Co-occurrence via Decomposition and
  Representation for Weakly Supervised Semantic Segmentation
Separate and Conquer: Decoupling Co-occurrence via Decomposition and Representation for Weakly Supervised Semantic Segmentation
Zhiwei Yang
Kexue Fu
Minghong Duan
Linhao Qu
Shuo Wang
Zhijian Song
37
15
0
28 Feb 2024
A Modular System for Enhanced Robustness of Multimedia Understanding
  Networks via Deep Parametric Estimation
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation
F. Barbato
Umberto Michieli
Mehmet Karim Yucel
Pietro Zanuttigh
Mete Ozay
23
2
0
28 Feb 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries
UniVS: Unified and Universal Video Segmentation with Prompts as Queries
Ming-hui Li
Shuai Li
Xindong Zhang
Lei Zhang
VOS
47
16
0
28 Feb 2024
Weakly Supervised Co-training with Swapping Assignments for Semantic
  Segmentation
Weakly Supervised Co-training with Swapping Assignments for Semantic Segmentation
Xinyu Yang
Hossein Rahmani
Sue Black
Bryan M. Williams
37
2
0
27 Feb 2024
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised
  Semantic Segmentation with Its Class Label
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label
Xinliang Zhang
Lei Zhu
Hangzhou He
Lujia Jin
Yanye Lu
DiffM
40
3
0
27 Feb 2024
ConSept: Continual Semantic Segmentation via Adapter-based Vision
  Transformer
ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer
Bowen Dong
Guanglei Yang
W. Zuo
Lei Zhang
54
1
0
26 Feb 2024
DCVSMNet: Double Cost Volume Stereo Matching Network
DCVSMNet: Double Cost Volume Stereo Matching Network
Mahmoud Tahmasebi
Saif Huq
Kevin Meehan
Marion McAfee
3DV
39
3
0
26 Feb 2024
Placing Objects in Context via Inpainting for Out-of-distribution
  Segmentation
Placing Objects in Context via Inpainting for Out-of-distribution Segmentation
Pau de Jorge
Riccardo Volpi
P. Dokania
Philip Torr
Grégory Rogez
DiffM
55
5
0
26 Feb 2024
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning
  of SAM
BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM
Li Zhang
Youwei Liang
Ruiyi Zhang
Amirhosein Javadi
Pengtao Xie
VLM
26
8
0
26 Feb 2024
Cross-Resolution Land Cover Classification Using Outdated Products and
  Transformers
Cross-Resolution Land Cover Classification Using Outdated Products and Transformers
Huan Ni
Yubin Zhao
Haiyan Guan
Cheng Jiang
Yongshi Jie
Xing Wang
Yiyang Shen
ViT
43
1
0
25 Feb 2024
A Study of Shape Modeling Against Noise
A Study of Shape Modeling Against Noise
Cheng Long
Adrian Barbu
MedIm
25
0
0
23 Feb 2024
Outlier detection by ensembling uncertainty with negative objectness
Outlier detection by ensembling uncertainty with negative objectness
Anja Delić
Matej Grcić
Sinisa Segvic
UQCV
59
15
0
23 Feb 2024
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for
  Cloud Detection and Segmentation in Remote Sensing Imagery
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery
Loddo Fabio
Dario Piga
Umberto Michelucci
El Ghazouali Safouane
52
1
0
21 Feb 2024
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