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

3 August 2018

Luc Van Gool

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

50 / 51 papers shown

Title
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing Shutong Zhang 41 0 0 15 Feb 2025
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 53 0 0 02 Jan 2025
HazeCLIP: Towards Language Guided Real-World Image Dehazing Ruiyi Wang Wenhao Li Xiaohong Liu Chunyi Li Zicheng Zhang Xiongkuo Min Guangtao Zhai CLIP VLM 82 4 0 18 Jul 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 51 1 0 04 Apr 2024
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving Yiting Wang Haonan Zhao Daniel Gummadi M. Dianati Kurt Debattista Valentina Donzella 44 2 0 23 Feb 2024
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 25 11 0 24 Nov 2023
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 70 4 0 27 May 2023
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 57 22 0 27 Mar 2023
WM-MoE: Weather-aware Multi-scale Mixture-of-Experts for Blind Adverse Weather Removal Yulin Luo Rui Zhao Xi Wei Jinwei Chen Yijie Lu Shenghao Xie Tianyu Wang Ruiqin Xiong Ming Lu Shanghang Zhang 36 3 0 24 Mar 2023
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 38 8 0 16 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 42 50 0 13 Feb 2023
Adversarial Alignment for Source Free Object Detection Qi Chu Shuyan Li Guangyi Chen Kai Li Xiu Li 31 35 0 11 Jan 2023
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 32 4 0 14 Dec 2022
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 58 7 0 01 Dec 2022
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 51 13 0 22 Nov 2022
Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions Theodoros Panagiotakopoulos Pier Luigi Dovesi Linus Harenstam-Nielsen Matteo Poggi CLL 28 18 0 21 Jul 2022
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 Feng Yu TTA 57 149 0 16 Jun 2022
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic Segmentation Daehan Kim Min-seok Seo Jinsun Park Dong-Geol Choi TTA 48 3 0 30 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 53 72 0 04 Apr 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 37 26 0 30 Mar 2022
LiDAR Snowfall Simulation for Robust 3D Object Detection Martin Hahner Daniel Gehrig Mario Bijelic Felix Heide Feng Yu Dengxin Dai Luc Van Gool 3DPC 25 112 0 28 Mar 2022
Conquering Ghosts: Relation Learning for Information Reliability Representation and End-to-End Robust Navigation Kefan Jin Xi Han 36 3 0 14 Mar 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 48 11 0 09 Feb 2022
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images Javed Iqbal R. Hafiz Mohsen Ali TTA 31 19 0 07 Jan 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 70 40 0 06 Dec 2021
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 23 56 0 01 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 45 454 0 29 Nov 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 32 124 0 18 Aug 2021
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather Martin Hahner Daniel Gehrig Dengxin Dai Luc Van Gool 3DPC 39 144 0 11 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 69 49 0 08 Aug 2021
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning Jie Gui Xiaofeng Cong Yuan Cao Wenqi Ren Jun Zhang Jing Zhang Jie Cao Dacheng Tao 31 56 0 07 Jun 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 58 139 0 28 Apr 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 133 566 0 19 Apr 2021
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation Bowen Cai Huan Fu Rongfei Jia Binqiang Zhao Hua Li Yinghui Xu 33 4 0 10 Dec 2020
Heuristic Domain Adaptation Shuhao Cui Xuan Jin Shuhui Wang Yuan He Qingming Huang 30 49 0 30 Nov 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 14 60 0 26 Sep 2020
URIE: Universal Image Enhancement for Visual Recognition in the Wild Taeyoung Son Juwon Kang N. Kim Sunghyun Cho Suha Kwak OOD 27 47 0 17 Jul 2020
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network Boyun Li Yuanbiao Gou Shuhang Gu Jerry Liu Qiufeng Wang Xi Peng 17 197 0 30 Jun 2020
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Daniel Gehrig Dengxin Dai Luc Van Gool 43 158 0 28 May 2020
Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning Wending Yan Aashish Sharma R. Tan 27 43 0 04 Apr 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 31 6 0 03 Mar 2020
A Little Fog for a Large Turn Harshitha Machiraju V. Balasubramanian AAML 15 9 0 16 Jan 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 39 276 0 09 Jan 2020
Semantic Understanding of Foggy Scenes with Purely Synthetic Data Martin Hahner Dengxin Dai Daniel Gehrig Jan-Nico Zaech Luc Van Gool 32 61 0 09 Oct 2019
Open Compound Domain Adaptation Ziwei Liu Zhongqi Miao Xingang Pan Xiaohang Zhan Dahua Lin Stella X. Yu Boqing Gong 45 131 0 08 Sep 2019
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion Lei Sun Kaiwei Wang Kailun Yang Kaite Xiang GAN 30 91 0 16 Aug 2019
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 29 267 0 02 Aug 2019
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 30 437 0 17 Jul 2019
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Daniel Gehrig Dengxin Dai Luc Van Gool 30 20 0 17 Jan 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Daniel Gehrig Simon Hecker Luc Van Gool 37 140 0 05 Jan 2019