hyperspectral image clustering

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Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (9 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Structural-Spectral Graph Convolution with Evidential Edge Learning for Hyperspectral Image Clustering
  11 Jun 2025 1 repository listed
  Hyperspectral image (HSI) clustering assigns similar pixels to the same class without any annotations, which is an important yet challenging task.
• Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering
  24 Dec 2023 1 repository listed
  However, the high dimensionality, presence of noise and outliers, and the need for precise labels of HSIs present significant challenges to HSIs analysis, motivating the development of performant HSI clustering…
• Large-Scale Hyperspectral Image Clustering Using Contrastive Learning
  15 Nov 2021 1 repository listed
  Specifically, we exploit a symmetric twin neural network comprised of a projection head with a dimensionality of the cluster number to conduct dual contrastive learning from a spectral-spatial augmentation pool.
• Hyperspectral Image Clustering with Spatially-Regularized Ultrametrics
  10 Apr 2020 1 repository listed
  We propose a method for the unsupervised clustering of hyperspectral images based on spatially regularized spectral clustering with ultrametric path distances.