Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation

11 May 2025

Papers citing "Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation"

35 / 35 papers shown

Title
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool MDE 234 10 0 29 Aug 2024
InfraParis: A multi-modal and multi-task autonomous driving datasetIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Gianni Franchi Marwane Hariat Xuanlong Yu Nacim Belkhir Antoine Manzanera David Filliat 180 12 0 27 Sep 2023
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain GeneralizationIEEE International Conference on Computer Vision (ICCV), 2022 Prithvijit Chattopadhyay Kartik Sarangmath Vivek Vijaykumar Judy Hoffman 361 47 0 02 Dec 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain AdaptationSignal processing. Image communication (SPIC), 2022 Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 186 2 0 16 Nov 2022
SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints Paolo Testolina F. Barbato Umberto Michieli M. Giordani Pietro Zanuttigh Michele Zorzi 146 43 0 20 Apr 2022
SwinNet: Swin Transformer drives edge-aware RGB-D and RGB-T salient object detection Zhengyi Liu Yacheng Tan Qian He Yun Xiao ViT 296 277 0 12 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the WildComputer Vision and Pattern Recognition (CVPR), 2022 Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 232 122 0 04 Apr 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Kailai Li Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 341 490 0 09 Mar 2022
Global and Local Texture Randomization for Synthetic-to-Real Semantic SegmentationIEEE Transactions on Image Processing (TIP), 2021 Duo Peng Yinjie Lei Lingqiao Liu Silong Yong Jun Liu 139 103 0 05 Aug 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with TransformersNeural Information Processing Systems (NeurIPS), 2021 Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 1.2K 6,855 0 31 May 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth EstimationIEEE International Conference on Computer Vision (ICCV), 2021 Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 243 160 0 28 Apr 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective WhiteningComputer Vision and Pattern Recognition (CVPR), 2021 Sungha Choi Sanghun Jung Huiwon Yun J. Kim Seungryong Kim Jaegul Choo 233 359 0 29 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2021 Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 269 268 0 03 Mar 2021
Affinity Space Adaptation for Semantic Segmentation Across DomainsIEEE Transactions on Image Processing (TIP), 2020 Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 111 62 0 26 Sep 2020
Instance Adaptive Self-Training for Unsupervised Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2020 Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 156 330 0 27 Aug 2020
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Haoran Wang T. Shen Wei Zhang Lingyu Duan Tao Mei 167 318 0 17 Jul 2020
Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2020 Xiaokang Chen Kwan-Yee Lin Jingbo Wang Wayne Wu Chao Qian Jiaming Song Gang Zeng MDE 249 396 0 17 Jul 2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-SupervisionComputer Vision and Pattern Recognition (CVPR), 2020 Fei Pan Inkyu Shin François Rameau Seokju Lee In So Kweon SSL 300 400 0 16 Apr 2020
FDA: Fourier Domain Adaptation for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2020 Yanchao Yang Stefano Soatto OOD 284 1,025 0 11 Apr 2020
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2020 Zhedong Zheng Yi Yang NoLa 384 554 0 08 Mar 2020
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain DataIEEE International Conference on Computer Vision (ICCV), 2019 Xiangyu Yue Yang Zhang Sicheng Zhao Alberto L. Sangiovanni-Vincentelli Kurt Keutzer Boqing Gong OOD 309 439 0 02 Sep 2019
ACNet: Attention Based Network to Exploit Complementary Features for RGBD Semantic SegmentationInternational Conference on Information Photonics (ICIP), 2019 Xinxin Hu Kailun Yang Lei Fei Kaiwei Wang 3DPC 295 418 0 24 May 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 219 666 0 24 Apr 2019
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 253 383 0 13 Dec 2018
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool 306 271 0 12 Dec 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 217 109 0 09 Oct 2018
ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design Ningning Ma Xiangyu Zhang Haitao Zheng Jian Sun 401 5,812 0 30 Jul 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 302 865 0 25 Jul 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 386 1,657 0 28 Feb 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 954 15,184 0 07 Feb 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 1.6K 22,334 0 13 Jan 2018
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 507 3,175 0 08 Nov 2017
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 261 2,160 0 07 Aug 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.6K 12,748 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 3.6K 215,113 0 10 Dec 2015