Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation

17 July 2020

Papers citing "Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation"

50 / 105 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 26 0 0 11 May 2025
RGBX-DiffusionDet: A Framework for Multi-Modal RGB-X Object Detection Using DiffusionDet Eliraz Orfaig Inna Stainvas Igal Bilik 20 0 0 05 May 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework Shuobin Wei Zhuang Zhou Zhengan Lu Zizhao Yuan Binghua Su MDE 42 0 0 18 Apr 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation Bo Yin Jiao-Long Cao Ming-Ming Cheng Qibin Hou 3DPC MDE 48 0 0 07 Apr 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness Chenfei Liao Kaiyu Lei Xu Zheng Junha Moon Zhixiong Wang Y. Wang Danda Pani Paudel Luc Van Gool Xuming Hu VLM 68 2 0 24 Mar 2025
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes Xinhua Xu Hong Liu Jianbing Wu Jinfu Liu DiffM 49 0 0 24 Mar 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene Shengqiong Wu Hao Fei Jingkang Yang X. Li Juncheng Li H. Zhang Tat-Seng Chua 46 0 0 19 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation Chenfei Liao Xu Zheng Yuanhuiyi Lyu Haiwei Xue Yihong Cao Jiawen Wang Kailun Yang Xuming Hu VLM 51 3 0 09 Mar 2025
Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing Sicen Guo Tianyou Wen Chuang-Wei Liu Qijun Chen Rui Fan 55 0 0 10 Feb 2025
ASANet: Asymmetric Semantic Aligning Network for RGB and SAR image land cover classification Pan Zhang Baochai Peng Chaoran Lu Quanjin Huang 71 1 0 03 Dec 2024
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation Niharika Hegde Shishir Muralidhara René Schuster Didier Stricker CLL 63 1 0 26 Nov 2024
MANet: Fine-Tuning Segment Anything Model for Multimodal Remote Sensing Semantic Segmentation Xianping Ma Xiaokang Zhang Man-On Pun Bo Huang 30 3 0 15 Oct 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection Niki Nezakati Md Kaykobad Reza Ameya Patil Mashhour Solh M. Salman Asif 27 1 0 03 Oct 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool MDE 24 3 0 29 Aug 2024
Depth-guided Texture Diffusion for Image Semantic Segmentation Wei Sun Yuan Li Qixiang Ye Jianbin Jiao Yanzhao Zhou DiffM MDE 26 0 0 17 Aug 2024
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion Jianxin Huang Jiahang Li Ning Jia Yuxiang Sun Chengju Liu Qijun Chen Rui Fan ViT 44 8 0 31 Jul 2024
Embracing Events and Frames with Hierarchical Feature Refinement Network for Object Detection Hu Cao Zehua Zhang Yan Xia Xinyi Li Jiahao Xia Guang Chen Alois C. Knoll ObjD 34 6 0 17 Jul 2024
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes Danial Qashqai Emad Mousavian S. B. Shokouhi S. Mirzakuchaki 36 0 0 01 Jul 2024
Mobile Robot Oriented Large-Scale Indoor Dataset for Dynamic Scene Understanding Yifan Tang Cong Tai Fangxing Chen Wanting Zhang Tao Zhang Xueping Liu Yongjin Liu Long Zeng 21 5 0 28 Jun 2024
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation Xuming Zhang Naoto Yokoya Xingfa Gu Qingjiu Tian Lorenzo Bruzzone 29 1 0 25 Jun 2024
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection Hongjia Chen Xin Xu Fangling Pu 31 6 0 09 Jun 2024
4D Panoptic Scene Graph Generation Jingkang Yang Jun Cen Wenxuan Peng Shuai Liu Fangzhou Hong Xiangtai Li Kaiyang Zhou Qifeng Chen Ziwei Liu 34 13 0 16 May 2024
ReconBoost: Boosting Can Achieve Modality Reconcilement Cong Hua Qianqian Xu Shilong Bao Zhiyong Yang Qingming Huang 38 9 0 15 May 2024
Spatial Semantic Recurrent Mining for Referring Image Segmentation Jiaxing Yang Lihe Zhang Jiayu Sun Huchuan Lu 21 0 0 15 May 2024
RGBD-Glue: General Feature Combination for Robust RGB-D Point Cloud Registration Congjia Chen Xiaoyu Jia Yanhong Zheng Yufu Qu 3DPC 27 1 0 13 May 2024
Improving Long Text Understanding with Knowledge Distilled from Summarization Model Yan Liu Yazheng Yang Xiaokang Chen VLM RALM 27 1 0 08 May 2024
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing Tong Wang Guanzhou Chen Xiaodong Zhang Chenxi Liu Xiaoliang Tan Jiaqi Wang Chanjuan He Wenlin Zhou 24 0 0 21 Apr 2024
RaSim: A Range-aware High-fidelity RGB-D Data Simulation Pipeline for Real-world Applications Xingyu Liu Chenyangguang Zhang Gu Wang Ruida Zhang Xiangyang Ji 28 1 0 05 Apr 2024
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion Jiahang Li Peng Yun Qijun Chen Rui Fan 36 8 0 04 Apr 2024
SNE-RoadSegV2: Advancing Heterogeneous Feature Fusion and Fallibility Awareness for Freespace Detection Yi Feng Yu Ma Qijun Chen Ioannis Pitas Rui Fan 37 5 0 29 Feb 2024
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation Ruiping Liu Jiaming Zhang Kunyu Peng Yufan Chen Ke Cao Junwei Zheng M. Sarfraz Kailun Yang Rainer Stiefelhagen VLM 32 7 0 30 Jan 2024
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks Serdar Erişen SSeg 12 11 0 28 Jan 2024
S $^3$ M-Net: Joint Learning of Semantic Segmentation and Stereo Matching for Autonomous Driving Zhiyuan Wu Yi Feng Chuangwei Liu Fisher Yu Qijun Chen Rui Fan 43 10 0 21 Jan 2024
The Devil is in the Details: Boosting Guided Depth Super-Resolution via Rethinking Cross-Modal Alignment and Aggregation Xinni Jiang Zengsheng Kuang Chunle Guo Ruixun Zhang Lei Cai Xiao Fan Chongyi Li 33 0 0 16 Jan 2024
Context-Aware Interaction Network for RGB-T Semantic Segmentation Ying Lv Zhi Liu Gongyang Li 22 27 0 03 Jan 2024
ShareCMP: Polarization-Aware RGB-P Semantic Segmentation Zhuoyan Liu Bo Wang Lizhi Wang Chenyu Mao Ye Li 13 1 0 06 Dec 2023
DeepDR: Deep Structure-Aware RGB-D Inpainting for Diminished Reality Christina Schwarz-Gsaxner Shohei Mori Dieter Schmalstieg Jan Egger Gerhard Paar Werner Bailer Denis Kalkofen 13 5 0 01 Dec 2023
Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning Shaohua Dong Yunhe Feng Qing Yang Yan Huang Dongfang Liu Heng Fan VLM 30 16 0 01 Dec 2023
Optimizing rgb-d semantic segmentation through multi-modal interaction and pooling attention Shuai Zhang Minghong Xie 16 0 0 19 Nov 2023
HaarNet: Large-scale Linear-Morphological Hybrid Network for RGB-D Semantic Segmentation R. Groenendijk Leo Dorst Theo Gevers 8 2 0 11 Oct 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 16 4 0 06 Oct 2023
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation S. Du Weixi Wang R. Guo Ruisheng Wang Yibin Tian Shengjun Tang 16 13 0 25 Sep 2023
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Bo Yin Xuying Zhang Zhongyu Li Li Liu Ming-Ming Cheng Qibin Hou 24 39 0 18 Sep 2023
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning Yi Wang C. Albrecht Nassim Ait Ali Braham Chenying Liu Zhitong Xiong Xiaoxiang Zhu SSL 14 16 0 11 Sep 2023
MMSFormer: Multimodal Transformer for Material and Semantic Segmentation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 17 10 0 07 Sep 2023
Channel and Spatial Relation-Propagation Network for RGB-Thermal Semantic Segmentation Zikun Zhou Shukun Wu Guoqing Zhu Hongpeng Wang Zhenyu He 23 1 0 24 Aug 2023
Understanding Dark Scenes by Contrasting Multi-Modal Observations Xiaoyu Dong Naoto Yokoya 27 5 0 23 Aug 2023
PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration Mingzhi Yuan Kexue Fu Zhihao Li Yucong Meng Manning Wang 3DPC 30 13 0 09 Aug 2023
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation Fei Teng Jiaming Zhang Kunyu Peng Yaonan Wang Rainer Stiefelhagen Kailun Yang 25 4 0 28 Jul 2023
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 45 4 0 23 Jul 2023