Cover Image

Scalable Context-Preserving Model-Aware Deep Clustering for Hyperspectral Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Xianlu, Nadisic, Nicolas, Huang, Shaoguang, Deligiannis, Nikos, Pižurica, Aleksandra
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 Superpixel and Self-Representation Learning for Scalable Hyperspectral Image Clustering
by: Li, Xianlu, et al.
Published: (2025)

Unfolding ADMM for Enhanced Subspace Clustering of Hyperspectral Images
by: Li, Xianlu, et al.
Published: (2024)

Generalized Category Discovery in Hyperspectral Images via Prototype Subspace Modeling
by: Li, Xianlu, et al.
Published: (2025)

Unmixing microinfrared spectroscopic images of cross-sections of historical oil paintings
by: Pande, Shivam, et al.
Published: (2026)

FUTON: Fourier Tensor Network for Implicit Neural Representations
by: Ashtari, Pooya, et al.
Published: (2026)

Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
by: Sammani, Fawaz, et al.
Published: (2024)

CLIP-Free, Label Free, Unsupervised Concept Bottleneck Models
by: Sammani, Fawaz, et al.
Published: (2025)

LARGO: Low-Rank Hypernetwork for Handling Missing Modalities
by: Vyncke, Niels, et al.
Published: (2026)

When Negation Is a Geometry Problem in Vision-Language Models
by: Sammani, Fawaz, et al.
Published: (2026)

Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions
by: Gorgun, Ada, et al.
Published: (2025)

Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images
by: Hallemeesch, Max, et al.
Published: (2025)

ReferGPT: Towards Zero-Shot Referring Multi-Object Tracking
by: Chamiti, Tzoulio, et al.
Published: (2025)

GATA2Floor: Graph attention for floor counting in street-view facades
by: Le, Ngoc Tan, et al.
Published: (2026)

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

Multiview Subspace Clustering of Hyperspectral Images based on Graph Convolutional Networks
by: Li, Xianju, et al.
Published: (2024)

Local-Global Context-Aware and Structure-Preserving Image Super-Resolution
by: Palit, Sanchar, et al.
Published: (2025)

Hyperspectral Image Classification via Efficient Global Spectral Supertoken Clustering
by: Liu, Peifu, et al.
Published: (2026)

Few-shot Unknown Class Discovery of Hyperspectral Images with Prototype Learning and Clustering
by: Liu, Chun, et al.
Published: (2025)

Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images
by: Qi, Jianhan, et al.
Published: (2024)

Self-supervised Deep Hyperspectral Inpainting with the Plug and Play and Deep Image Prior Models
by: Li, Shuo, et al.
Published: (2025)

MiCo: Multiple Instance Learning with Context-Aware Clustering for Whole Slide Image Analysis
by: Li, Junjian, et al.
Published: (2025)

Deep Spatially-Regularized and Superpixel-Based Diffusion Learning for Unsupervised Hyperspectral Image Clustering
by: Buranasiri, Vutichart, et al.
Published: (2026)

Spatial-Aware Conformal Prediction for Trustworthy Hyperspectral Image Classification
by: Liu, Kangdao, et al.
Published: (2024)

Self-supervised Learning via Cluster Distance Prediction for Operating Room Context Awareness
by: Hamoud, Idris, et al.
Published: (2024)

Flow-Matching Guided Deep Unfolding for Hyperspectral Image Reconstruction
by: Ai, Yi, et al.
Published: (2025)

Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering
by: Qi, Jianhan, et al.
Published: (2025)

Unmixing-Guided Spatial-Spectral Mamba with Clustering Tokens for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2026)

ASSR-Net: Anisotropic Structure-Aware and Spectrally Recalibrated Network for Hyperspectral Image Fusion
by: Song, Qiya, et al.
Published: (2026)

Context-Aware Autoregressive Models for Multi-Conditional Image Generation
by: Chen, Yixiao, et al.
Published: (2025)

Preserve or Modify? Context-Aware Evaluation for Balancing Preservation and Modification in Text-Guided Image Editing
by: Kim, Yoonjeon, et al.
Published: (2024)

Content-Aware Preserving Image Generation
by: Le, Giang H., et al.
Published: (2024)

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

Deconver: A Deconvolutional Network for Medical Image Segmentation
by: Ashtari, Pooya, et al.
Published: (2025)

Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image
by: Ding, Yao, et al.
Published: (2025)

mHC-HSI: Clustering-Guided Hyper-Connection Mamba for Hyperspectral Image Classification
by: Zhu, Yimin, et al.
Published: (2026)

Context Diffusion: In-Context Aware Image Generation
by: Najdenkoska, Ivona, et al.
Published: (2023)

Visually-Aware Context Modeling for News Image Captioning
by: Qu, Tingyu, et al.
Published: (2023)

Environment-Aware Satellite Image Generation with Diffusion Models
by: Kostagiolas, Nikos, et al.
Published: (2025)

When Segmentation Meets Hyperspectral Image: New Paradigm for Hyperspectral Image Classification
by: Zhou, Weilian, et al.
Published: (2025)

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