FDA: Fourier Domain Adaptation for Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2020

11 April 2020

Papers citing "FDA: Fourier Domain Adaptation for Semantic Segmentation"

50 / 489 papers shown

Title
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation Heng Li Haojin Li Jianyu Chen Zhongxi Qiu Huazhu Fu Lidai Wang OOD 288 3 0 02 May 2024
Style Adaptation for Domain-adaptive Semantic Segmentation Ting Li Jianshu Chao Deyu An 122 1 0 25 Apr 2024
Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning Ting-Ruen Wei Michele Hell Dang Bich Thuy Le Aren T Vierra Ran Pang Mahesh Patel Young Kang Yuling Yan 249 0 0 18 Apr 2024
Generalizable Face Landmarking Guided by Conditional Face Warping Jiayi Liang Haotian Liu Hongteng Xu Dixin Luo CVBM 236 4 0 18 Apr 2024
Exploring selective image matching methods for zero-shot and few-sample unsupervised domain adaptation of urban canopy prediction John Francis Stephen Law 89 0 0 16 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 224 81 0 15 Apr 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 192 15 0 13 Apr 2024
Unified Language-driven Zero-shot Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2024 Senqiao Yang Zhuotao Tian Li Jiang Jiaya Jia 219 28 0 10 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 253 13 0 09 Apr 2024
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation Xuan Sun Zhanfu An Yuyu Liu 231 2 0 07 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 244 2 0 04 Apr 2024
Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object DetectionIEEE International Conference on Multimedia and Expo (ICME), 2024 Jicheng Yuan Anh Le-Tuan M. Hauswirth Danh Le-Phuoc 346 0 0 02 Apr 2024
CAT: Exploiting Inter-Class Dynamics for Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan 170 30 0 28 Mar 2024
DODA: Adapting Object Detectors to Dynamic Agricultural Environments in Real-Time with Diffusion Shuai Xiang Pieter M. Blok James Burridge Haozhou Wang Wei Guo 368 0 0 27 Mar 2024
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather Giulia Rizzoli Matteo Caligiuri Donald Shenaj F. Barbato Pietro Zanuttigh 247 3 0 20 Mar 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Haruya Ishikawa Takumi Iida Yoshinori Konishi Yoshimitsu Aoki 184 4 0 19 Mar 2024
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Haoyu Zhao Wen-Wen Dong Jingbo Xia Zhou Zhao Bo Du Yongchao Xu OOD MedIm 321 7 0 18 Mar 2024
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Jingyi Xu Weidong Yang Lingdong Kong You-Chen Liu Rui Zhang Qingyuan Zhou Ben Fei 228 17 0 15 Mar 2024
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Aleksandr Matsun Numan Saeed F. Maani Mohammad Yaqub OOD 814 1 0 14 Mar 2024
A Fourier Transform Framework for Domain AdaptationChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2024 Le Luo Bingrong Xu Qingyong Zhang Cheng Lian Jie Luo 155 2 0 12 Mar 2024
Windowed-FourierMixer: Enhancing Clutter-Free Room Modeling with Fourier Transform Bruno Henriques Benjamin Allaert Jean-Philippe Vandeborre 3DV 138 0 0 28 Feb 2024
Misalignment-Robust Frequency Distribution Loss for Image Transformation Zhangkai Ni Juncheng Wu Zian Wang Wenhan Yang Hanli Wang Lin Ma 161 12 0 28 Feb 2024
Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning Fengming Lin Yan Xia Michael MacRaild Yash Deo Haoran Dou Qiongyao Liu Kun Wu Nishant Ravikumar Alejandro F. Frangi OOD 209 2 0 23 Feb 2024
Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model Claudia Cuttano A. Tavera Fabio Cermelli Giuseppe Averta Barbara Caputo 218 2 0 20 Feb 2024
Energy-based Domain-Adaptive Segmentation with Depth GuidanceIEEE Robotics and Automation Letters (RA-L), 2024 Jinjin Zhu Zhedong Hu Tae-Kyun Kim Lin Wang MDE 182 2 0 06 Feb 2024
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion Sharib Ali Yamid Espinel Yueming Jin Peng Liu Bianca Güttner ... Micha Pfeiffer Shahid Farid Lena Maier-Hein E. Buc Adrien Bartoli 241 30 0 28 Jan 2024
Harmonized Spatial and Spectral Learning for Robust and Generalized Medical Image Segmentation Vandan Gorade Sparsh Mittal Debesh Jha Rekha Singhal Ulas Bagci 206 3 0 18 Jan 2024
Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei SegmentationInternational Journal of Computer Vision (IJCV), 2024 Jianan Fan Dongnan Liu Hang Chang Weidong Cai 254 10 0 17 Jan 2024
NeRFmentation: NeRF-based Augmentation for Monocular Depth Estimation Casimir Feldmann Niall Siegenheim Nikolas Hars Lovro Rabuzin Mert Ertugrul Luca Wolfart Marc Pollefeys Z. Bauer Martin R. Oswald 185 4 0 08 Jan 2024
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Serban Stan Mohammad Rostami OOD CLL 241 0 0 02 Jan 2024
WoodScape Motion Segmentation for Autonomous Driving -- CVPR 2023 OmniCV Workshop Challenge Saravanabalagi Ramachandran Nathaniel Cibik Ganesh Sistu John L McDonald 359 1 0 31 Dec 2023
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion DeblurringComputer Vision and Pattern Recognition (CVPR), 2023 Xin Gao Tianheng Qiu Xinyu Zhang Hanlin Bai Kang Liu Xuan Huang Hu Wei Guoying Zhang Huaping Liu 236 39 0 29 Dec 2023
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 513 28 0 19 Dec 2023
Frequency Spectrum is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector An Lao Tao Gui Chongyang Shi LongBing Cao Kun Yi Liang Hu Duoqian Miao 212 38 0 18 Dec 2023
A Dual Domain Multi-exposure Image Fusion Network based on the Spatial-Frequency Integration Guang Yang Jie Li Xinbo Gao 170 6 0 17 Dec 2023
Density Matters: Improved Core-set for Active Domain Adaptive SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Shizhan Liu Zhengkai Jiang Yuxi Li Jinlong Peng Yabiao Wang Weiyao Lin 202 0 0 15 Dec 2023
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao Andrii Zadaianchuk Zhun Zhong 215 6 0 11 Dec 2023
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 222 37 0 04 Dec 2023
Disentangling the Effects of Data Augmentation and Format Transform in Self-Supervised Learning of Image Representations Neha Kalibhat Warren Morningstar Alex Bijamov Luyang Liu Karan Singhal Philip Mansfield 132 3 0 02 Dec 2023
Learning Part Segmentation from Synthetic Animals Jiawei Peng Ju He Prakhar Kaushik Zihao Xiao Jiteng Mu Yaoyao Liu 259 3 0 30 Nov 2023
Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Ziyang Chen Yongsheng Pan Yiwen Ye Mengkang Lu Yong-quan Xia OOD VLM MedIm 172 23 0 30 Nov 2023
Towards Full-scene Domain Generalization in Multi-agent Collaborative Bird's Eye View Segmentation for Connected and Autonomous Driving Senkang Hu Zhengru Fang Xianhao Chen Yuguang Fang Sam Kwong 225 16 0 28 Nov 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 207 6 0 27 Nov 2023
Transferring to Real-World Layouts: A Depth-aware Framework for Scene AdaptationACM Multimedia (ACM MM), 2023 Mu Chen Zhedong Zheng Yi Yang 3DV 332 12 0 21 Nov 2023
Improving Source-Free Target Adaptation with Vision Transformers Leveraging Domain Representation Images Gauransh Sawhney Daksh Dave Adeel Ahmed Jiechao Gao Khalid Saleem 259 0 0 21 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Honglin Li Chenglu Zhu Lin Yang VLM 226 3 0 14 Nov 2023
Stain Consistency Learning: Handling Stain Variation for Automatic Digital Pathology Segmentation Michael Yeung Todd Watts Sean YW Tan Pedro F. Ferreira Andrew D. Scott S. Nielles-Vallespin Guang Yang 156 1 0 11 Nov 2023
Domain Adaptive Object Detection via Balancing Between Self-Training and Adversarial Learning Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali ObjD 269 14 0 08 Nov 2023
Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Xuanyi Liu Zhongqi Yue Xian-Sheng Hua 301 2 0 04 Nov 2023
Switching Temporary Teachers for Semi-Supervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Jaemin Na Jung-Woo Ha HyungJin Chang Dongyoon Han Wonjun Hwang 277 50 0 28 Oct 2023