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Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy
  Scene Understanding

Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding

3 August 2018
Christos Sakaridis
Dengxin Dai
Simon Hecker
Luc Van Gool
ArXivPDFHTML

Papers citing "Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding"

25 / 25 papers shown
Title
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations
Yang Yuxiang
Zeng Xinyi
Zeng Pinxian
Zu Chen
Yan Binyu
Zhou Jiliu
Wang Yan
29
0
0
02 Jan 2025
HazeCLIP: Towards Language Guided Real-World Image Dehazing
HazeCLIP: Towards Language Guided Real-World Image Dehazing
Ruiyi Wang
Wenhao Li
Xiaohong Liu
Chunyi Li
Zicheng Zhang
Xiongkuo Min
Guangtao Zhai
CLIP
VLM
59
4
0
18 Jul 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation
Elham Amin Mansour
Ozan Unal
Suman Saha
Benjamin Bejar
Luc Van Gool
34
1
0
04 Apr 2024
Benchmarking the Robustness of Panoptic Segmentation for Automated
  Driving
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving
Yiting Wang
Haonan Zhao
Daniel Gummadi
M. Dianati
Kurt Debattista
Valentina Donzella
23
2
0
23 Feb 2024
IDD-AW: A Benchmark for Safe and Robust Segmentation of Drive Scenes in
  Unstructured Traffic and Adverse Weather
IDD-AW: A Benchmark for Safe and Robust Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather
Furqan Ahmed Shaik
Abhishek Malreddy
Nikhil Reddy Billa
Kunal Chaudhary
Sunny Manchanda
Girish Varma
7
11
0
24 Nov 2023
Condition-Invariant Semantic Segmentation
Condition-Invariant Semantic Segmentation
Christos Sakaridis
David Brüggemann
F. I. F. Richard Yu
Luc Van Gool
47
4
0
27 May 2023
Human Pose Estimation in Extremely Low-Light Conditions
Human Pose Estimation in Extremely Low-Light Conditions
Sohyun Lee
Jaesung Rim
Boseung Jeong
Geon-Yeong Kim
Byungju Woo
Haechan Lee
Sung-Jin Cho
Suha Kwak
VLM
33
22
0
27 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for
  Domain-adaptive Semantic Segmentation
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation
Xinyue Huo
Lingxi Xie
Wen-gang Zhou
Houqiang Li
Qi Tian
21
8
0
16 Mar 2023
Semantic Image Segmentation: Two Decades of Research
Semantic Image Segmentation: Two Decades of Research
G. Csurka
Riccardo Volpi
Boris Chidlovskii
3DV
24
49
0
13 Feb 2023
CONDA: Continual Unsupervised Domain Adaptation Learning in Visual
  Perception for Self-Driving Cars
CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars
Thanh-Dat Truong
Pierce Helton
A. Moustafa
J. Cothren
Khoa Luu
CLL
34
7
0
01 Dec 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain
  Adaptive Semantic Segmentation under Adverse Conditions
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions
Mingjiang Li
Binhui Xie
Shuang Li
Chi Harold Liu
Xinjing Cheng
13
12
0
22 Nov 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain
  Adaptation
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation
Tao Sun
Mattia Segu
Janis Postels
Yuxuan Wang
Luc Van Gool
Bernt Schiele
F. Tombari
F. I. F. Richard Yu
TTA
27
148
0
16 Jun 2022
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in
  Semantic Segmentation
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation
Daehan Kim
Min-seok Seo
Jinsun Park
Dong-Geol Choi
TTA
28
3
0
30 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation
Sohyun Lee
Taeyoung Son
Suha Kwak
32
72
0
04 Apr 2022
On the Road to Online Adaptation for Semantic Image Segmentation
On the Road to Online Adaptation for Semantic Image Segmentation
Riccardo Volpi
Pau de Jorge
Diane Larlus
G. Csurka
OffRL
16
25
0
30 Mar 2022
LiDAR Snowfall Simulation for Robust 3D Object Detection
LiDAR Snowfall Simulation for Robust 3D Object Detection
Martin Hahner
Christos Sakaridis
Mario Bijelic
Felix Heide
F. I. F. Richard Yu
Dengxin Dai
Luc Van Gool
3DPC
14
110
0
28 Mar 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive
  Semantic Segmentation
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation
Jogendra Nath Kundu
Akshay Ravindra Kulkarni
Suvaansh Bhambri
Varun Jampani
R. Venkatesh Babu
31
11
0
09 Feb 2022
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic
  Foggy Scene Understanding
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding
Xianzheng Ma
Zhixiang Wang
Yacheng Zhan
Yinqiang Zheng
Zheng Wang
Dengxin Dai
Chia-Wen Lin
9
54
0
01 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for
  Domain-Adaptive Semantic Segmentation
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
Lukas Hoyer
Dengxin Dai
Luc Van Gool
AI4CE
14
450
0
29 Nov 2021
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in
  Adverse Weather
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather
Martin Hahner
Christos Sakaridis
Dengxin Dai
Luc Van Gool
3DPC
16
143
0
11 Aug 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth
  Estimation
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
Qin Wang
Dengxin Dai
Lukas Hoyer
Luc Van Gool
Olga Fink
OOD
MDE
45
138
0
28 Apr 2021
Heuristic Domain Adaptation
Heuristic Domain Adaptation
Shuhao Cui
Xuan Jin
Shuhui Wang
Yuan He
Qingming Huang
19
49
0
30 Nov 2020
Blind Image Restoration without Prior Knowledge
Blind Image Restoration without Prior Knowledge
N. Elron
S. Yuval
Dmitry Rudoy
Noam Levy
21
6
0
03 Mar 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency
Yun-Chun Chen
Yen-Yu Lin
Ming-Hsuan Yang
Jia-Bin Huang
11
274
0
09 Jan 2020
Benchmarking Robustness in Object Detection: Autonomous Driving when
  Winter is Coming
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
Claudio Michaelis
Benjamin Mitzkus
Robert Geirhos
E. Rusak
Oliver Bringmann
Alexander S. Ecker
Matthias Bethge
Wieland Brendel
3DPC
8
436
0
17 Jul 2019
1