Cover Image

Spectral Discrepancy and Cross-modal Semantic Consistency Learning for Object Detection in Hyperspectral Image

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	He, Xiao, Tang, Chang, Liu, Xinwang, Zhang, Wei, Gao, Zhimin, Li, Chuankun, Qiu, Shaohua, Xu, Jiangfeng
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment
by: Zhang, Hongqi, et al.
Published: (2024)

Object Affordance Recognition and Grounding via Multi-scale Cross-modal Representation Learning
by: Wan, Xinhang, et al.
Published: (2025)

Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning
by: Pan, Tan, et al.
Published: (2025)

Cross-Domain Transfer with Self-Supervised Spectral-Spatial Modeling for Hyperspectral Image Classification
by: Chao, Jianshu, et al.
Published: (2026)

DMSSN: Distilled Mixed Spectral-Spatial Network for Hyperspectral Salient Object Detection
by: Qin, Haolin, et al.
Published: (2024)

Layer Consistency Matters: Elegant Latent Transition Discrepancy for Generalizable Synthetic Image Detection
by: Yang, Yawen, et al.
Published: (2026)

Spectral-Spatial Mamba for Hyperspectral Image Classification
by: Huang, Lingbo, et al.
Published: (2024)

Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning
by: Zhou, Pengcheng, et al.
Published: (2025)

Unsupervised Hyperspectral and Multispectral Image Blind Fusion Based on Deep Tucker Decomposition Network with Spatial-Spectral Manifold Learning
by: Wang, He, et al.
Published: (2024)

Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment
by: Zhang, Ming, et al.
Published: (2024)

Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification
by: Chen, Wenchen, et al.
Published: (2025)

Fusion-Mamba for Cross-modality Object Detection
by: Dong, Wenhao, et al.
Published: (2024)

Hyperspectral Mamba for Hyperspectral Object Tracking
by: Gao, Long, et al.
Published: (2025)

Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering
by: Wang, Jingxin, et al.
Published: (2024)

LGEST: Dynamic Spatial-Spectral Expert Routing for Hyperspectral Image Classification
by: Wen, Jiawen, et al.
Published: (2026)

SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking
by: Wang, Hanzheng, et al.
Published: (2024)

Self-Enhanced Image Clustering with Cross-Modal Semantic Consistency
by: Li, Zihan, et al.
Published: (2025)

ViewSAM: Learning View-aware Cross-modal Semantics for Weakly Supervised Cross-view Referring Multi-Object Tracking
by: Ge, Jiawei, et al.
Published: (2026)

Semantic Discrepancy-aware Detector for Image Forgery Identification
by: Wang, Ziye, et al.
Published: (2025)

Deep Reversible Consistency Learning for Cross-modal Retrieval
by: Pu, Ruitao, et al.
Published: (2025)

Learning Spectral Diffusion Prior for Hyperspectral Image Reconstruction
by: Yu, Mingyang, et al.
Published: (2025)

TAR: Text Semantic Assisted Cross-modal Image Registration Framework for Optical and SAR Images
by: Cai, Zhuoyu, et al.
Published: (2026)

HyperCOD: The First Challenging Benchmark and Baseline for Hyperspectral Camouflaged Object Detection
by: Bai, Shuyan, et al.
Published: (2026)

HSSDCT: Factorized Spatial-Spectral Correlation for Hyperspectral Image Fusion
by: Lee, Chia-Ming, et al.
Published: (2026)

SpectralKAN: Weighted Activation Distribution Kolmogorov-Arnold Network for Hyperspectral Image Change Detection
by: Wang, Yanheng, et al.
Published: (2024)

A Spectral Diffusion Prior for Hyperspectral Image Super-Resolution
by: Liu, Jianjun, et al.
Published: (2023)

IMAGHarmony: Controllable Image Editing with Consistent Object Quantity and Layout
by: Shen, Fei, et al.
Published: (2025)

Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and Baseline
by: Liu, Peifu, et al.
Published: (2025)

CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection
by: Hao, Shuang, et al.
Published: (2024)

Spatial-Spectral Diffusion Contrastive Representation Network for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2025)

Direct Discrepancy Replay: Distribution-Discrepancy Condensation and Manifold-Consistent Replay for Continual Face Forgery Detection
by: Zhang, Tianshuo, et al.
Published: (2026)

Physics-Aligned Spectral Mamba: Decoupling Semantics and Dynamics for Few-Shot Hyperspectral Target Detection
by: Gong, Luqi, et al.
Published: (2026)

Hyperspectral Adapter for Object Tracking based on Hyperspectral Video
by: Gao, Long, et al.
Published: (2025)

Dual-stage Hyperspectral Image Classification Model with Spectral Supertoken
by: Liu, Peifu, et al.
Published: (2024)

Spectral Dynamic Attention Network for Hyperspectral Image Super-Resolution
by: Zhang, Tengya, et al.
Published: (2026)

Clustering-Guided Spatial-Spectral Mamba for Hyperspectral Image Classification
by: Dewis, Zack, et al.
Published: (2026)

Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection
by: Chen, Huang-Yu, et al.
Published: (2024)

HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object Detection
by: Qiu, Yuhao, et al.
Published: (2025)

CrossWeaver: Cross-modal Weaving for Arbitrary-Modality Semantic Segmentation
by: Zhang, Zelin, et al.
Published: (2026)

Automatic Spectral Calibration of Hyperspectral Images:Method, Dataset and Benchmark
by: Du, Zhuoran, et al.
Published: (2024)