Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation

5 August 2021

Lingqiao Liu

Jun Liu

Papers citing "Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation"

38 / 38 papers shown

Title
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation Binbin Wei Yuhang Zhang Shishun Tian Muxin Liao Wei Li Wenbin Zou MDE 36 0 0 11 May 2025
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 44 0 0 25 Apr 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation Siyu Chen Ting Han Changshe Zhang Xin Luo Meiliu Wu Guorong Cai Jinhe Su MDE 37 0 0 17 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 129 0 0 23 Mar 2025
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation Hongwei Niu Linhuang Xie Jianghang Lin Shengchuan Zhang 72 0 0 16 Dec 2024
Learning Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jingjun Yi Qi Bi Hao Zheng Haolan Zhan Wei Ji Yawen Huang Yuexiang Li Yefeng Zheng 34 8 0 26 Jul 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 37 2 0 02 Jun 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 32 1 0 24 May 2024
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation Guanlong Jiao Chenyangguang Zhang Haonan Yin Yu Mo Biqing Huang Hui Pan Yi Luo Jingxian Liu 33 0 0 21 Apr 2024
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning Woojin Ahn G. Yang H. Choi M. Lim 23 6 0 10 Mar 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 20 12 0 15 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan M. Pagnucco Yang Song 11 3 0 08 Dec 2023
Stronger, Fewer, & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation Zhixiang Wei Lin Chen Yi Jin Xiaoxiao Ma Tianle Liu Pengyang Lin Ben Wang H. Chen Jinjin Zheng 37 41 0 07 Dec 2023
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov DiffM 43 18 0 05 Dec 2023
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 28 15 0 04 Dec 2023
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation Muxin Liao Shishun Tian Yuhang Zhang Guoguang Hua Wenbin Zou Xia Li 19 10 0 25 Sep 2023
Informative Data Mining for One-Shot Cross-Domain Semantic Segmentation Yuxi Wang Jian Liang J. Xiao Shuqi Mei Yu-Ren Yang Zhaoxiang Zhang VLM 25 6 0 25 Sep 2023
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation Qiyu Sun Huilin Chen Meng Zheng Ziyan Wu Michael Felsberg Yang Tang 25 3 0 12 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability Xue-Qiu Jiang Jiaxing Huang Sheng Jin Shijian Lu 18 13 0 02 Sep 2023
Unsupervised Domain Adaptation via Domain-Adaptive Diffusion Duo Peng Qiuhong Ke Yinjie Lei J. Liu DiffM 18 12 0 26 Aug 2023
Prompting Diffusion Representations for Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Hanqi Sun Julio Mangas Luc Van Gool DiffM VLM 26 22 0 05 Jul 2023
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation Qiyu Sun Pavlo Melnyk M. Felsberg Yang Tang 26 0 0 04 Jul 2023
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation Qi Bi Shaodi You Theo Gevers ViT 29 39 0 01 Jul 2023
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image Segmentation Ziyang Chen Yongsheng Pan Yiwen Ye Hengfei Cui Yong-quan Xia OOD 23 20 0 31 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 17 30 0 22 May 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 23 23 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 37 7 0 24 Apr 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 19 18 0 21 Mar 2023
Adaptive Texture Filtering for Single-Domain Generalized Segmentation Xinhui Li Mingjiang Li Yaxing Wang Chuan-Xian Ren Xiaojie Guo 14 5 0 06 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning Liwei Yang Xiang Gu Jian Sun 26 12 0 03 Mar 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 24 0 0 29 Dec 2022
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
WildNet: Learning Domain Generalized Semantic Segmentation from the Wild Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 32 92 0 04 Apr 2022
Semantic-Aware Domain Generalized Segmentation Duo Peng Yinjie Lei Munawar Hayat Yulan Guo Wen Li 18 101 0 02 Apr 2022
Content Preserving Image Translation with Texture Co-occurrence and Spatial Self-Similarity for Texture Debiasing and Domain Adaptation Hao Li Dongkyu Won Wei Lu Philip Chikontwe Pengjun Xie June Hong Ahn Sang Hyun Park 23 37 0 15 Oct 2021
Sparse-to-dense Feature Matching: Intra and Inter domain Cross-modal Learning in Domain Adaptation for 3D Semantic Segmentation Duo Peng Yinjie Lei Wen Li Pingping Zhang Yulan Guo 27 60 0 30 Jul 2021
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu Joey Tianyi Zhou Rick Siow Mong Goh OOD 27 16 0 08 Jun 2021
Learning Attributes Equals Multi-Source Domain Generalization Chuang Gan Tianbao Yang Boqing Gong OOD 152 197 0 03 May 2016