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
Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather Jinlong Li Runsheng Xu Jin Ma Q. Zou Jiaqi Ma Hongkai Yu TTA 36 67 0 27 Oct 2022
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Giulio Mattolin Luca Zanella Elisa Ricci Yiming Wang ObjD 27 40 0 20 Oct 2022
Towards Improving Calibration in Object Detection Under Domain Shift Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali 19 22 0 15 Sep 2022
TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning Yongzhen Wang Xu Yan Kaiwen Zhang Lina Gong H. Xie F. Wang Mingqiang Wei 15 29 0 03 Sep 2022
Transfering Low-Frequency Features for Domain Adaptation Zhaowen Li Xu Zhao Chaoyang Zhao Ming Tang Jinqiao Wang 33 7 0 31 Aug 2022
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection Maximilian Menke Thomas Wenzel Andreas Schwung 30 4 0 31 Aug 2022
Object Detection Using Sim2Real Domain Randomization for Robotic Applications Dániel Horváth Gábor Erdös Z. Istenes Tomáš Horváth S. Földi 27 41 0 08 Aug 2022
Learning Feature Decomposition for Domain Adaptive Monocular Depth Estimation Shao-Yuan Lo Wei Wang Jim Thomas Jingjing Zheng Vishal M. Patel Cheng-Hao Kuo 15 14 0 30 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 F. I. F. Richard Yu TTA 36 149 0 16 Jun 2022
A Closer Look at Smoothness in Domain Adversarial Training Harsh Rangwani Sumukh K Aithal Mayank Mishra Arihant Jain R. Venkatesh Babu 27 119 0 16 Jun 2022
Learning Domain Adaptive Object Detection with Probabilistic Teacher Meilin Chen Weijie Chen Shicai Yang Jie Song Xinchao Wang ... Yunfeng Yan Donglian Qi Yueting Zhuang Di Xie Shiliang Pu 54 74 0 13 Jun 2022
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token Alignment Jinhong Deng Xiaoyue Zhang Wen Li Lixin Duan 17 7 0 01 Jun 2022
Cross Domain Object Detection by Target-Perceived Dual Branch Distillation Meng He Yali Wang Jiaxi Wu Yiru Wang Hanqing Li Bo-wen Li Weihao Gan Wei Wu Yu Qiao 23 69 0 03 May 2022
RangeSeg: Range-Aware Real Time Segmentation of 3D LiDAR Point Clouds Tzu-Hsuan Chen T. Chang 3DPC 19 46 0 02 May 2022
Improving Transferability for Domain Adaptive Detection Transformers Kaixiong Gong Shuang Li Shugang Li Rui Zhang Chi Harold Liu Qiang Chen 54 34 0 29 Apr 2022
Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal Yiyang Shen Yongzhen Wang Mingqiang Wei Honghua Chen H. Xie Gary Cheng F. Wang GAN 17 3 0 28 Apr 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 32 2 0 23 Apr 2022
Towards Robust Adaptive Object Detection under Noisy Annotations Xinyu Liu Wuyang Li Qiushi Yang Baopu Li Yixuan Yuan 17 29 0 06 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 45 72 0 04 Apr 2022
Multi-Granularity Alignment Domain Adaptation for Object Detection Wenzhang Zhou Dawei Du Libo Zhang Tiejian Luo Yanjun Wu ObjD 39 58 0 31 Mar 2022
Learning Instance-Specific Adaptation for Cross-Domain Segmentation Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 30 14 0 30 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection VS Vibashan Poojan Oza Vishal M. Patel 27 66 0 29 Mar 2022
Task-specific Inconsistency Alignment for Domain Adaptive Object Detection Liang Zhao Limin Wang 25 74 0 29 Mar 2022
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 17 111 0 28 Mar 2022
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning Xiang Chen Zhe-Cheng Fan Yufeng Li Longgang Dai Caihua Kong Zhuoran Zheng Yufeng Huang Yufeng Li 22 44 0 15 Mar 2022
SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection Wuyang Li Xinyu Liu Yixuan Yuan 31 138 0 12 Mar 2022
Rethinking Efficient Lane Detection via Curve Modeling Zhengyang Feng Shaohua Guo Xin Tan Ke Xu Min Wang Lizhuang Ma 24 144 0 04 Mar 2022
3D Common Corruptions and Data Augmentation Oğuzhan Fatih Kar Teresa Yeo Andrei Atanov Amir Zamir 3DPC 37 107 0 02 Mar 2022
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks Gianni Franchi Xuanlong Yu Andrei Bursuc Ángel Tena Rémi Kazmierczak Séverine Dubuisson Emanuel Aldea David Filliat UQCV 23 28 0 02 Mar 2022
Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond Yue Yao Liang Zheng Xiaodong Yang Milind Napthade Tom Gedeon 26 17 0 28 Feb 2022
Perception and Sensing for Autonomous Vehicles Under Adverse Weather Conditions: A Survey Yuxiao Zhang Alexander Carballo Hanting Yang K. Takeda 32 273 0 16 Dec 2021
DMRVisNet: Deep Multi-head Regression Network for Pixel-wise Visibility Estimation Under Foggy Weather Jing You Shaocheng Jia Xin Pei D. Yao 8 13 0 08 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 9 55 0 01 Dec 2021
Cross-Domain Adaptive Teacher for Object Detection Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris M. Kitani Peter Vajda ObjD 59 175 0 25 Nov 2021
SurroundNet: Towards Effective Low-Light Image Enhancement Fei Zhou Xin Sun Junyu Dong Haoran Zhao Xiao Xiang Zhu 26 19 0 11 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 153 212 0 07 Oct 2021
Decoupled Adaptation for Cross-Domain Object Detection Junguang Jiang Baixu Chen Jianmin Wang Mingsheng Long ObjD 66 64 0 06 Oct 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart César Cadena 36 12 0 06 Oct 2021
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Farzaneh Rezaeianaran Rakshith Shetty Rahaf Aljundi Daniel Olmeda Reino Shanshan Zhang Bernt Schiele OOD 54 77 0 04 Oct 2021
DSOR: A Scalable Statistical Filter for Removing Falling Snow from LiDAR Point Clouds in Severe Winter Weather Akhil M Kurup J. Bos 19 62 0 15 Sep 2021
Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection Minjie Cai Minyi Luo Xionghu Zhong Hao Chen OOD 14 6 0 28 Aug 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 30 34 0 25 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 33 0 0 20 Aug 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection Limeng Qiao Yuxuan Zhao Zhiyuan Li Xi Qiu Jianan Wu Chi Zhang ObjD 30 197 0 20 Aug 2021
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather Martin Hahner Christos Sakaridis Dengxin Dai Luc Van Gool 3DPC 28 144 0 11 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip H. S. Torr OOD 29 8 0 02 Aug 2021
Robust Semantic Segmentation with Superpixel-Mix Gianni Franchi Nacim Belkhir Mai Lan Ha Yufei Hu Andrei Bursuc V. Blanz Angela Yao UQCV 33 22 0 02 Aug 2021
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Wen Wang Yang Cao Jing Zhang Fengxiang He Zhengjun Zha Yonggang Wen Dacheng Tao ViT 21 94 0 27 Jul 2021
Domain Adaptive YOLO for One-Stage Cross-Domain Detection Shizhao Zhang H. Tuo Jian Hu Z. Jing ObjD 27 57 0 26 Jun 2021
Attention-based Domain Adaptation for Single Stage Detectors Vidit Vidit Mathieu Salzmann ObjD 27 13 0 14 Jun 2021