Cover Image

M-SpecGene: Generalized Foundation Model for RGBT Multispectral Vision

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Kailai, Yang, Fuqiang, Wang, Shixian, Wen, Bihan, Zi, Chongde, Chen, Linsen, Shen, Qiu, Cao, Xun
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Joint RGB-Spectral Decomposition Model Guided Image Enhancement in Mobile Photography
by: Zhou, Kailai, et al.
Published: (2024)

Hierarchical Spatial-Frequency Aggregation for Spectral Deconvolution Imaging
by: Lv, Tao, et al.
Published: (2025)

SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation
by: Jin, Zhenyu, et al.
Published: (2025)

YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection Framework
by: Wan, Dahang, et al.
Published: (2025)

Gaseous Object Detection
by: Zhou, Kailai, et al.
Published: (2025)

Exploring Spatiotemporal Feature Propagation for Video-Level Compressive Spectral Reconstruction: Dataset, Model and Benchmark
by: Cai, Lijing, et al.
Published: (2026)

Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space
by: Cai, Zhicheng, et al.
Published: (2025)

SpecSwin3D: Generating Hyperspectral Imagery from Multispectral Data via Transformer Networks
by: Sui, Tang, et al.
Published: (2025)

Oscillating Dispersion for Maximal Light-throughput Spectral Imaging
by: Zhang, Jiuyun, et al.
Published: (2026)

Frames2Residual: Spatiotemporal Decoupling for Self-Supervised Video Denoising
by: Ji, Mingjie, et al.
Published: (2026)

RAGTrack: Language-aware RGBT Tracking with Retrieval-Augmented Generation
by: Li, Hao, et al.
Published: (2026)

Mitigating the Impact of Prominent Position Shift in Drone-based RGBT Object Detection
by: Zhang, Yan, et al.
Published: (2025)

Temporal Adaptive RGBT Tracking with Modality Prompt
by: Wang, Hongyu, et al.
Published: (2024)

Dynamic Disentangled Fusion Network for RGBT Tracking
by: Li, Chenglong, et al.
Published: (2024)

X Modality Assisting RGBT Object Tracking
by: Ding, Zhaisheng, et al.
Published: (2023)

Cross-modulated Attention Transformer for RGBT Tracking
by: Xiao, Yun, et al.
Published: (2024)

Transformer RGBT Tracking with Spatio-Temporal Multimodal Tokens
by: Sun, Dengdi, et al.
Published: (2024)

AFter: Attention-based Fusion Router for RGBT Tracking
by: Lu, Andong, et al.
Published: (2024)

SIGMAE: A Spectral-Index-Guided Foundation Model for Multispectral Remote Sensing
by: Zhang, Xiaokang, et al.
Published: (2026)

A Two-Stage Masked Autoencoder Based Network for Indoor Depth Completion
by: Sun, Kailai, et al.
Published: (2024)

CattleFace-RGBT: RGB-T Cattle Facial Landmark Benchmark
by: Coffman, Ethan, et al.
Published: (2024)

Breaking Modality Gap in RGBT Tracking: Coupled Knowledge Distillation
by: Lu, Andong, et al.
Published: (2024)

SpectraIrisPAD: Leveraging Vision Foundation Models for Spectrally Conditioned Multispectral Iris Presentation Attack Detection
by: Ramachandra, Raghavendra, et al.
Published: (2025)

Open-RGBT: Open-vocabulary RGB-T Zero-shot Semantic Segmentation in Open-world Environments
by: Yu, Meng, et al.
Published: (2024)

RGBT-Ground Benchmark: Visual Grounding Beyond RGB in Complex Real-World Scenarios
by: Zhao, Tianyi, et al.
Published: (2025)

CADTrack: Learning Contextual Aggregation with Deformable Alignment for Robust RGBT Tracking
by: Li, Hao, et al.
Published: (2025)

MTNet: Learning modality-aware representation with transformer for RGBT tracking
by: Hou, Ruichao, et al.
Published: (2025)

ZoRI: Towards Discriminative Zero-Shot Remote Sensing Instance Segmentation
by: Huang, Shiqi, et al.
Published: (2024)

RSGround-R1: Rethinking Remote Sensing Visual Grounding through Spatial Reasoning
by: Huang, Shiqi, et al.
Published: (2026)

SpecVLM: Fast Speculative Decoding in Vision-Language Models
by: Huang, Haiduo, et al.
Published: (2025)

RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba
by: Lu, Andong, et al.
Published: (2024)

Modality-missing RGBT Tracking: Invertible Prompt Learning and High-quality Benchmarks
by: Lu, Andong, et al.
Published: (2023)

Rethinking Early-Fusion Strategies for Improved Multispectral Object Detection
by: Zhang, Xue, et al.
Published: (2024)

Parameter-Efficient Fine-Tuning of Multispectral Foundation Models for Hyperspectral Image Classification
by: Ligan, Bernardin, et al.
Published: (2025)

FSSD: Feature Fusion Single Shot Multibox Detector
by: Li, Zuoxin, et al.
Published: (2017)

SFFR: Spatial-Frequency Feature Reconstruction for Multispectral Aerial Object Detection
by: Zuo, Xin, et al.
Published: (2025)

SpecAware: A Spectral-Content Aware Foundation Model for Unifying Multi-Sensor Learning in Hyperspectral Remote Sensing Mapping
by: Ji, Renjie, et al.
Published: (2025)

Vision Foundation Models as Generalist Tokenizers for Image Generation
by: Zheng, Anlin, et al.
Published: (2026)

Spec-Gaussian: Anisotropic View-Dependent Appearance for 3D Gaussian Splatting
by: Yang, Ziyi, et al.
Published: (2024)

Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection
by: Wang, Qishun, et al.
Published: (2025)