Semantic Foggy Scene Understanding with Synthetic Data

25 August 2017

Luc Van Gool

Papers citing "Semantic Foggy Scene Understanding with Synthetic Data"

50 / 145 papers shown

Title
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao-Qiang Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 31 0 0 12 May 2025
DG-DETR: Toward Domain Generalized Detection Transformer Seongmin Hwang Daeyoung Han Moongu Jeon ViT 65 0 0 28 Apr 2025
Boosting Single-domain Generalized Object Detection via Vision-Language Knowledge Interaction Xiaoran Xu Jiangang Yang Wenyue Chong Wenhui Shi S. Jing Xing Jian Liu ObjD VLM 84 0 0 27 Apr 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang N. Sebe Zhun Zhong 147 0 0 23 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 55 1 0 13 Mar 2025
PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection Xiaoran Xu Jiangang Yang Wenhui Shi Siyuan Ding Luqing Luo Jian Liu 81 1 0 24 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 72 5 0 20 Jan 2025
Improving Object Detection by Modifying Synthetic Data with Explainable AI Nitish Mital Simon Malzard Richard Walters Celso M. De Melo Raghuveer Rao Victoria Nockles 80 0 0 02 Dec 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection H. Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 31 3 0 11 Oct 2024
Perceptual Piercing: Human Visual Cue-based Object Detection in Low Visibility Conditions Ashutosh Kumar 33 0 0 02 Oct 2024
HazeCLIP: Towards Language Guided Real-World Image Dehazing Ruiyi Wang Wenhao Li Xiaohong Liu Chunyi Li Zicheng Zhang Xiongkuo Min Guangtao Zhai CLIP VLM 64 4 0 18 Jul 2024
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu AAML 55 9 0 27 May 2024
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection Mu Wang 47 0 0 23 Apr 2024
Align and Distill: Unifying and Improving Domain Adaptive Object Detection Justin Kay T. Haucke Suzanne Stathatos Siqi Deng Erik Young Pietro Perona Sara Beery Grant Van Horn 53 4 0 18 Mar 2024
Strong and Controllable Blind Image Decomposition Zeyu Zhang Junlin Han Chenhui Gou Hongdong Li Liang Zheng 33 1 0 15 Mar 2024
FriendNet: Detection-Friendly Dehazing Network Yihua Fan Yongzhen Wang Mingqiang Wei F. Wang H. Xie 41 4 0 07 Mar 2024
Benchmarking the Robustness of Panoptic Segmentation for Automated Driving Yiting Wang Haonan Zhao Daniel Gummadi M. Dianati Kurt Debattista Valentina Donzella 28 2 0 23 Feb 2024
BlenDA: Domain Adaptive Object Detection through diffusion-based blending Tzuhsuan Huang Chen-Che Huang Chung-Hao Ku Jun-Cheng Chen 36 5 0 18 Jan 2024
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection Xisheng Li Wei Li Pinhao Song Mingjun Zhang Jie-Gui Zhou 26 0 0 20 Dec 2023
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 17 11 0 24 Nov 2023
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory Lei Qi Peng Dong Tan Xiong Hui Xue Xin Geng 36 4 0 22 Nov 2023
Improving Online Source-free Domain Adaptation for Object Detection by Unsupervised Data Acquisition Xiangyu Shi Yanyuan Qiao Qi Wu Lingqiao Liu Feras Dayoub 43 0 0 30 Oct 2023
InfraParis: A multi-modal and multi-task autonomous driving dataset Gianni Franchi Marwane Hariat Xuanlong Yu Nacim Belkhir Antoine Manzanera David Filliat 14 9 0 27 Sep 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu K. Jia TTA 76 23 0 26 Sep 2023
Detect, Augment, Compose, and Adapt: Four Steps for Unsupervised Domain Adaptation in Object Detection M. L. Mekhalfi Davide Boscaini Fabio Poiesi 30 6 0 29 Aug 2023
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather Jinlong Li Runsheng Xu Xinyu Liu Jin Ma Baolu Li Q. Zou Jiaqi Ma Hongkai Yu 29 7 0 18 Jul 2023
Self-supervised Monocular Depth Estimation: Let's Talk About The Weather Kieran Saunders George Vogiatzis Luis J. Manso MDE 35 32 0 17 Jul 2023
PM-DETR: Domain Adaptive Prompt Memory for Object Detection with Transformers Peidong Jia Jiaming Liu Senqiao Yang Jiarui Wu Xiaodong Xie Shanghang Zhang VLM 42 2 0 01 Jul 2023
Learning Domain-Aware Detection Head with Prompt Tuning Haochen Li Rui Zhang Hantao Yao Xinkai Song Yifan Hao Yongwei Zhao Ling Li Yunji Chen VLM 27 14 0 09 Jun 2023
Condition-Invariant Semantic Segmentation Christos Sakaridis David Brüggemann F. I. F. Richard Yu Luc Van Gool 55 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 43 22 0 27 Mar 2023
Mind the Backbone: Minimizing Backbone Distortion for Robust Object Detection Kuniaki Saito Donghyun Kim Piotr Teterwak Rogerio Feris Kate Saenko 36 1 0 26 Mar 2023
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection Muhammad Akhtar Munir Muhammad Haris Khan Salman Khan F. Khan UQCV 32 15 0 25 Mar 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 19 18 0 21 Mar 2023
FIT: Frequency-based Image Translation for Domain Adaptive Object Detection Siqi Zhang Lu Zhang Zhiyong Liu Hangtao Feng 26 0 0 07 Mar 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 25 37 0 15 Feb 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification I. Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 28 3 0 25 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 39 4 0 13 Jan 2023
Benchmarking the Robustness of LiDAR Semantic Segmentation Models Xu Yan Chaoda Zheng Ying Xue Zhen Li Shuguang Cui Dengxin Dai AAML 3DV 3DPC 28 19 0 03 Jan 2023
Robust Domain Adaptive Object Detection with Unified Multi-Granularity Alignment Libo Zhang Wenzhang Zhou Heng Fan Tiejian Luo Haibin Ling ObjD 19 12 0 01 Jan 2023
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 27 29 0 18 Dec 2022
Simulating Road Spray Effects in Automotive Lidar Sensor Models Clemens Linnhoff Dominik Scheuble Mario Bijelic Lukas Elster Philipp Rosenberger W. Ritter Dengxin Dai H. Winner 19 4 0 16 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 27 4 0 14 Dec 2022
PØDA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 38 45 0 06 Dec 2022
Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin Pei Sun Yi-Xin Jiang Ping Luo Lizhen Qu Gholamreza Haffari Zehuan Yuan Jianfei Cai VLM ObjD 23 95 0 27 Nov 2022
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain Adaptation Xin Yang Michael Bi Mi Yuan. Yuan Xin Wang R. Tan 26 3 0 24 Nov 2022
ActMAD: Activation Matching to Align Distributions for Test-Time-Training M. Jehanzeb Mirza Pol Jané Soneira W. Lin Mateusz Koziñski Horst Possegger Horst Bischof VLM TTA 34 24 0 23 Nov 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 33 12 0 22 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Qi Jiang Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 29 5 0 21 Nov 2022
Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning Wenqi Ren Qiyu Sun Chaoqiang Zhao Yang Tang 26 3 0 14 Nov 2022