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Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions
15 December 2021
Wenyu Liu
Gaofeng Ren
Runsheng Yu
Shi Guo
Jianke Zhu
Lei Zhang
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Papers citing
"Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions"
50 / 62 papers shown
SemOD: Semantic Enabled Object Detection Network under Various Weather Conditions
Aiyinsi Zuo
Zhaoliang Zheng
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27 Nov 2025
Navigating in the Dark: A Multimodal Framework and Dataset for Nighttime Traffic Sign Recognition
Aditya Mishra
Akshay Agarwal
Haroon R. Lone
160
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0
21 Nov 2025
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
Qing Zhao
Weijian Deng
Pengxu Wei
Ziyi Dong
Hannan Lu
Xiangyang Ji
Liang Lin
109
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0
28 Oct 2025
FRBNet: Revisiting Low-Light Vision through Frequency-Domain Radial Basis Network
Fangtong Sun
Congyu Li
Ke Yang
Yuchen Pan
Hanwen Yu
Xichuan Zhang
Yiying Li
195
0
0
27 Oct 2025
WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization
Jiahao Wen
Hang Yu
Zhedong Zheng
248
2
0
13 Aug 2025
Exploiting Diffusion Prior for Task-driven Image Restoration
Jaeha Kim
Junghun Oh
Kyoung Mu Lee
DiffM
336
2
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30 Jul 2025
Degradation-Agnostic Statistical Facial Feature Transformation for Blind Face Restoration in Adverse Weather Conditions
Chang-Hwan Son
DiffM
343
0
0
10 Jul 2025
Automatic Labelling for Low-Light Pedestrian Detection
Dimitrios Bouzoulas
Eerik Alamikkotervo
Risto Ojala
99
0
0
03 Jul 2025
UniDet-D: A Unified Dynamic Spectral Attention Model for Object Detection under Adverse Weathers
Yuantao Wang
Haowei Yang
Wei Zhang
Yin Zhuang
Shijian Lu
Xuerui Mao
197
0
0
14 Jun 2025
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes
Isprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2025
Hongyu Chen
J. Liu
Yong Wang
Jun Zhu
Dejun Feng
Yakun Xie
133
1
0
12 Jun 2025
Thermal Detection of People with Mobility Restrictions for Barrier Reduction at Traffic Lights Controlled Intersections
Xiao Ni
Carsten Kuehnel
Xiaoyi Jiang
337
1
0
13 May 2025
Detection-Friendly Nonuniformity Correction: A Union Framework for Infrared UAVTarget Detection
Computer Vision and Pattern Recognition (CVPR), 2025
Houzhang Fang
Xiaolin Wang
Hao Sun
Lu Wang
Qingshan Li
Yi Chang
Luxin Yan
251
5
0
05 Apr 2025
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multibranch Feature Interaction
Ziyu Lin
Yunfan Wu
Yuhang Ma
Junzhou Chen
Ronghui Zhang
Jiaming Wu
Guodong Yin
Liang Lin
459
8
0
18 Mar 2025
Beyond RGB: Adaptive Parallel Processing for RAW Object Detection
Shani Gamrian
Hila Barel
Feiran Li
Masakazu Yoshimura
Daisuke Iso
318
0
0
17 Mar 2025
DEAL: Data-Efficient Adversarial Learning for High-Quality Infrared Imaging
Computer Vision and Pattern Recognition (CVPR), 2025
Zhu Liu
Zijun Wang
Jinyuan Liu
Fanqi Meng
Long Ma
Risheng Liu
224
4
0
02 Mar 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yuka Ogino
Yuho Shoji
Takahiro Toizumi
Atsushi Ito
422
6
0
31 Dec 2024
CLDA-YOLO: Visual Contrastive Learning Based Domain Adaptive YOLO Detector
Tianheng Qiu
Ka Lung Law
Guanghua Pan
Jufei Wang
Xin Gao
Xuan Huang
Hu Wei
263
1
0
16 Dec 2024
WARLearn: Weather-Adaptive Representation Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Shubham Agarwal
Raz Birman
Ofer Hadar
274
2
0
21 Nov 2024
AdaptiveISP: Learning an Adaptive Image Signal Processor for Object Detection
Neural Information Processing Systems (NeurIPS), 2024
Yujin Wang
Tianyi Xu
Fan Zhang
Tianfan Xue
Liang Feng
VLM
174
19
0
30 Oct 2024
You Only Look Around: Learning Illumination Invariant Feature for Low-light Object Detection
Neural Information Processing Systems (NeurIPS), 2024
Mingbo Hong
Shen Cheng
Haibin Huang
Haoqiang Fan
Shuaicheng Liu
ObjD
161
14
0
24 Oct 2024
HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes
Changfeng Feng
Zhenyuan Chen
Renke Kou
Chunping Wang
Zhiqiang Wang
Ming-Ming Cheng
Xiangbo Shu
Yimian Dai
520
19
0
30 Sep 2024
Enhancing Fruit and Vegetable Detection in Unconstrained Environment with a Novel Dataset
Scientia Horticulturae (Sci Hortic), 2024
Sandeep Khanna
Chiranjoy Chattopadhyay
Suman Kundu
176
9
0
20 Sep 2024
Real-Time Weather Image Classification with SVM
Eden Ship
Eitan Spivak
Shubham Agarwal
Raz Birman
Ofer Hadar
69
2
0
01 Sep 2024
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks
European Conference on Computer Vision (ECCV), 2024
Jiawei Wu
Zhi Jin
203
2
0
15 Aug 2024
Robust ADAS: Enhancing Robustness of Machine Learning-based Advanced Driver Assistance Systems for Adverse Weather
M. Shahzad
Muhammad Abdullah Hanif
Mohamed Bennai
278
2
0
02 Jul 2024
SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions
Yuexiong Ding
Xiaowei Luo
267
4
0
18 Jun 2024
VWise: A novel benchmark for evaluating scene classification for vehicular applications
Pedro Azevedo
Emanuella Araújo
Gabriel Pierre
W. Costa
Joao Marcelo Teixeira
Valter Ferreira
Roberto Jones
Veronica Teichrieb
220
0
0
05 Jun 2024
Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions
Chuheng Wei
Guoyuan Wu
Matthew Barth
150
7
0
17 Apr 2024
CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement
Xu Wu
Xianxu Hou
Zhihui Lai
Jie Zhou
Ya-Nan Zhang
Witold Pedrycz
Linlin Shen
407
6
0
08 Apr 2024
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation
Xuan Sun
Zhanfu An
Yuyu Liu
254
2
0
07 Apr 2024
Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection
IEEE International Conference on Multimedia and Expo (ICME), 2024
Jicheng Yuan
Anh Le-Tuan
M. Hauswirth
Danh Le-Phuoc
394
0
0
02 Apr 2024
A Real-Time Framework for Domain-Adaptive Underwater Object Detection with Image Enhancement
Junjie Wen
Jinqiang Cui
Benyun Zhao
Bingxin Han
Xuchen Liu
Zhi Gao
Benwen Chen
234
7
0
28 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations
Yuwei Zhang
Yan Wu
Yanming Liu
Xinyue Peng
316
14
0
17 Mar 2024
D-YOLO a robust framework for object detection in adverse weather conditions
Zihan Chu
176
8
0
14 Mar 2024
FogGuard: guarding YOLO against fog using perceptual loss
Soheil Gharatappeh
Sepideh Neshatfar
Salimeh Yasaei Sekeh
Vikas Dhiman
217
4
0
13 Mar 2024
FriendNet: Detection-Friendly Dehazing Network
Yihua Fan
Yongzhen Wang
Mingqiang Wei
F. Wang
H. Xie
392
7
0
07 Mar 2024
MODIPHY: Multimodal Obscured Detection for IoT using PHantom Convolution-Enabled Faster YOLO
Shubhabrata Mukherjee
Cory Beard
Zhu Li
ObjD
264
2
0
12 Feb 2024
Improving Low-Light Image Recognition Performance Based on Image-adaptive Learnable Module
Seitaro Ono
Yuka Ogino
Takahiro Toizumi
Atsushi Ito
Masato Tsukada
346
3
0
12 Jan 2024
DiffYOLO: Object Detection for Anti-Noise via YOLO and Diffusion Models
Yichen Liu
Huajian Zhang
Daqing Gao
DiffM
176
4
0
03 Jan 2024
Challenges of YOLO Series for Object Detection in Extremely Heavy Rain: CALRA Simulator based Synthetic Evaluation Dataset
T. Kim
H. Jeon
Y. Lim
208
3
0
13 Dec 2023
Energy and Time-Aware Inference Offloading for DNN-based Applications in LEO Satellites
IEEE International Conference on Network Protocols (ICNP), 2023
Yijie Chen
Qiyang Zhang
Yiran Zhang
Xiao Ma
Ao Zhou
236
7
0
22 Nov 2023
VCL Challenges 2023 at ICCV 2023 Technical Report: Bi-level Adaptation Method for Test-time Adaptive Object Detection
Chenyu Lin
Yusheng He
Zhengqing Zang
Chenwei Tang
Tao Wang
Jiancheng Lv
VLM
165
0
0
13 Oct 2023
DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Sanket Kalwar
Mihir Ungarala
Shruti Jain
Aaron Monis
Krishna Reddy Konda
Sourav Garg
K. M. Krishna
VLM
224
0
0
06 Oct 2023
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions
IEEE International Conference on Robotics and Automation (ICRA), 2023
Minsik Jeon
Junwon Seo
Jihong Min
268
0
0
15 Sep 2023
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xiaohan Cui
Long Ma
Tengyu Ma
Jinyuan Liu
Xin-Yue Fan
Risheng Liu
ViT
278
19
0
07 Sep 2023
MetaWeather: Few-Shot Weather-Degraded Image Restoration
European Conference on Computer Vision (ECCV), 2023
Youngrae Kim
Younggeol Cho
Thanh-Tung Nguyen
Seunghoon Hong
Dongman Lee
377
3
0
28 Aug 2023
Improving Buoy Detection with Deep Transfer Learning for Mussel Farm Automation
Image and Vision Computing New Zealand (IVCNZ), 2023
Carl McMillan
Junhong Zhao
Bing Xue
R. Vennell
Mengjie Zhang
77
7
0
18 Aug 2023
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision
IEEE International Conference on Computer Vision (ICCV), 2023
K. Hashmi
Goutham Kallempudi
D. Stricker
Muhammad Zeshan Afzal
257
67
0
07 Aug 2023
PE-YOLO: Pyramid Enhancement Network for Dark Object Detection
International Conference on Artificial Neural Networks (ICANN), 2023
Xi Yin
Zhen Yu
Zetao Fei
Wen Lv
Xinchen Gao
ObjD
310
76
0
20 Jul 2023
DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Stephen Hausler
Sourav Garg
Punarjay Chakravarty
Shubham Shrivastava
Ankit Vora
Michael Milford
191
3
0
30 Jun 2023
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