TUNI: Real-time RGB-T Semantic Segmentation with Unified Multi-Modal Feature Extraction and Cross-Modal Feature Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Xiaodong, Liu, Tong, Li, Yike, Lin, Zi'ang, Deng, Zhihong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cross-modal State Space Modeling for Real-time RGB-thermal Wild Scene Semantic Segmentation
by: Guo, Xiaodong, et al.
Published: (2025)
by: Guo, Xiaodong, et al.
Published: (2025)
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation
by: Du, Siqi, et al.
Published: (2023)
by: Du, Siqi, et al.
Published: (2023)
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation
by: Spoecklberger, Johannes, et al.
Published: (2025)
by: Spoecklberger, Johannes, et al.
Published: (2025)
Multi-Modal Face Anti-Spoofing via Cross-Modal Feature Transitions
by: Chong, Jun-Xiong, et al.
Published: (2025)
by: Chong, Jun-Xiong, et al.
Published: (2025)
Diffusion-Based Cross-Modal Feature Extraction for Multi-Label Classification
by: Lan, Tian, et al.
Published: (2025)
by: Lan, Tian, et al.
Published: (2025)
MambaSOD: Dual Mamba-Driven Cross-Modal Fusion Network for RGB-D Salient Object Detection
by: Zhan, Yue, et al.
Published: (2024)
by: Zhan, Yue, et al.
Published: (2024)
Unifying Visual and Semantic Feature Spaces with Diffusion Models for Enhanced Cross-Modal Alignment
by: Zheng, Yuze, et al.
Published: (2024)
by: Zheng, Yuze, et al.
Published: (2024)
Selective Complementary Feature Fusion and Modal Feature Compression Interaction for Brain Tumor Segmentation
by: Chen, Dong, et al.
Published: (2025)
by: Chen, Dong, et al.
Published: (2025)
Continual Road-Scene Semantic Segmentation via Feature-Aligned Symmetric Multi-Modal Network
by: Barbato, Francesco, et al.
Published: (2023)
by: Barbato, Francesco, et al.
Published: (2023)
Multi-Modal Video Feature Extraction for Popularity Prediction
by: Liu, Haixu, et al.
Published: (2025)
by: Liu, Haixu, et al.
Published: (2025)
Co-Occ: Coupling Explicit Feature Fusion with Volume Rendering Regularization for Multi-Modal 3D Semantic Occupancy Prediction
by: Pan, Jingyi, et al.
Published: (2024)
by: Pan, Jingyi, et al.
Published: (2024)
Modality-Aware Feature Matching: A Comprehensive Review of Single- and Cross-Modality Techniques
by: Liu, Weide, et al.
Published: (2025)
by: Liu, Weide, et al.
Published: (2025)
Early Fusion of Features for Semantic Segmentation
by: Gupta, Anupam, et al.
Published: (2024)
by: Gupta, Anupam, et al.
Published: (2024)
Feature Fusion and Knowledge-Distilled Multi-Modal Multi-Target Detection
by: Do, Ngoc Tuyen, et al.
Published: (2025)
by: Do, Ngoc Tuyen, et al.
Published: (2025)
RMMSS: Towards Advanced Robust Multi-Modal Semantic Segmentation with Hybrid Prototype Distillation and Feature Selection
by: Tan, Jiaqi, et al.
Published: (2025)
by: Tan, Jiaqi, et al.
Published: (2025)
CalFuse: Multi-Modal Continual Learning via Feature Calibration and Parameter Fusion
by: Guo, Juncen, et al.
Published: (2025)
by: Guo, Juncen, et al.
Published: (2025)
Multi-Modal Image Fusion via Intervention-Stable Feature Learning
by: Wang, Xue, et al.
Published: (2026)
by: Wang, Xue, et al.
Published: (2026)
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation
by: Zhang, Xuming, et al.
Published: (2024)
by: Zhang, Xuming, et al.
Published: (2024)
Learnable Expansion of Graph Operators for Multi-Modal Feature Fusion
by: Ding, Dexuan, et al.
Published: (2024)
by: Ding, Dexuan, et al.
Published: (2024)
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
Exploiting Modality-Specific Features For Multi-Modal Manipulation Detection And Grounding
by: Wang, Jiazhen, et al.
Published: (2023)
by: Wang, Jiazhen, et al.
Published: (2023)
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation
by: Zhang, Xuming, et al.
Published: (2024)
by: Zhang, Xuming, et al.
Published: (2024)
PV-SSD: A Multi-Modal Point Cloud Feature Fusion Method for Projection Features and Variable Receptive Field Voxel Features
by: Shao, Yongxin, et al.
Published: (2023)
by: Shao, Yongxin, et al.
Published: (2023)
Glass Surface Segmentation with an RGB-D Camera via Weighted Feature Fusion for Service Robots
by: Lin, Henghong, et al.
Published: (2025)
by: Lin, Henghong, et al.
Published: (2025)
DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object Detection
by: Chen, Yishuo, et al.
Published: (2024)
by: Chen, Yishuo, et al.
Published: (2024)
LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the Lunar
by: Jiao, Shuaifeng, et al.
Published: (2025)
by: Jiao, Shuaifeng, et al.
Published: (2025)
CrossWeaver: Cross-modal Weaving for Arbitrary-Modality Semantic Segmentation
by: Zhang, Zelin, et al.
Published: (2026)
by: Zhang, Zelin, et al.
Published: (2026)
Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake
by: Yang, Di, et al.
Published: (2024)
by: Yang, Di, et al.
Published: (2024)
Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks
by: Zhang, Jiaxin, et al.
Published: (2025)
by: Zhang, Jiaxin, et al.
Published: (2025)
Unified Open-World Segmentation with Multi-Modal Prompts
by: Liu, Yang, et al.
Published: (2025)
by: Liu, Yang, et al.
Published: (2025)
Multi-Modal Prototypes for Open-World Semantic Segmentation
by: Yang, Yuhuan, et al.
Published: (2023)
by: Yang, Yuhuan, et al.
Published: (2023)
MSD-KMamba: Bidirectional Spatial-Aware Multi-Modal 3D Brain Segmentation via Multi-scale Self-Distilled Fusion Strategy
by: Tan, Dayu, et al.
Published: (2025)
by: Tan, Dayu, et al.
Published: (2025)
Sub-Region-Aware Modality Fusion and Adaptive Prompting for Multi-Modal Brain Tumor Segmentation
by: Alijani, Shadi, et al.
Published: (2026)
by: Alijani, Shadi, et al.
Published: (2026)
Modality-Specific Enhancement and Complementary Fusion for Semi-Supervised Multi-Modal Brain Tumor Segmentation
by: Chung, Tien-Dat, et al.
Published: (2025)
by: Chung, Tien-Dat, et al.
Published: (2025)
Rethinking Multi-Modal Object Detection from the Perspective of Mono-Modality Feature Learning
by: Zhao, Tianyi, et al.
Published: (2025)
by: Zhao, Tianyi, et al.
Published: (2025)
UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants
by: Di, Yide, et al.
Published: (2025)
by: Di, Yide, et al.
Published: (2025)
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
by: Zheng, Xu, et al.
Published: (2024)
by: Zheng, Xu, et al.
Published: (2024)
Distilling Cross-Modal Knowledge via Feature Disentanglement
by: Liu, Junhong, et al.
Published: (2025)
by: Liu, Junhong, et al.
Published: (2025)
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance
by: Wang, Kunpeng, et al.
Published: (2024)
by: Wang, Kunpeng, et al.
Published: (2024)
VIFO: Visual Feature Empowered Multivariate Time Series Forecasting with Cross-Modal Fusion
by: Wang, Yanlong, et al.
Published: (2025)
by: Wang, Yanlong, et al.
Published: (2025)
Similar Items
-
Cross-modal State Space Modeling for Real-time RGB-thermal Wild Scene Semantic Segmentation
by: Guo, Xiaodong, et al.
Published: (2025) -
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation
by: Du, Siqi, et al.
Published: (2023) -
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation
by: Spoecklberger, Johannes, et al.
Published: (2025) -
Multi-Modal Face Anti-Spoofing via Cross-Modal Feature Transitions
by: Chong, Jun-Xiong, et al.
Published: (2025) -
Diffusion-Based Cross-Modal Feature Extraction for Multi-Label Classification
by: Lan, Tian, et al.
Published: (2025)