Alternatives and similar repositories for HKNAS:

Users that are interested in HKNAS are comparing it to the libraries listed below

• ZhaohuiXue / S3Net
  A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)
  ☆40Updated 11 months ago
• DotWang / DCN-T
  [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".
  ☆45Updated last year
• hanzhu97702 / DSNet
  Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …
  ☆16Updated 3 weeks ago
• DotWang / FullyContNet
  [TGRS 2021] The official repo for the paper "Fully Contextual Network for Hyperspectral Scene Parsing".
  ☆14Updated last year
• ZhaohuiXue / SPRLT-Net
  A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”
  ☆16Updated 11 months ago
• jqyang22 / HSIC-FM
  [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model
  ☆17Updated last year
• sssssyf / SSMLP-RPL
  Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification
  ☆15Updated last year
• DotWang / SSGRN
  [TNNLS 2023] The official repo for the paper "Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification".
  ☆15Updated 5 months ago
• spectralpublic / RIAN
  This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.
  ☆13Updated 2 years ago
• tulilin / S2HM2
  S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale H…
  ☆16Updated 10 months ago
• yuweikong / LFSMIM
  LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification
  ☆12Updated last year
• srxlnnu / BS2T
  BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.
  ☆16Updated 2 years ago
• ibanezfd / MAEST
  The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…
  ☆31Updated last year
• YuxiangZhang-BIT / IEEE_TNNLS_Gia-CFSL
  Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.
  ☆52Updated last year
• zjjerica / WHU-OHS-Pytorch
  Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset
  ☆33Updated last year
• ZhaohuiXue / DM-MRN
  A DEMO for "Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification" (Zeng et al., TGRS, 2023)
  ☆18Updated 11 months ago
• xueyouyou / DHViT
  The code for the DHViT
  ☆12Updated 3 years ago
• jqyang22 / CSIL
  [ISPRS JP&RS 2023] From center to surrounding: an interactive learning framework for hyperspectral image classification
  ☆16Updated last year
• B-Xi / TCSVT_2022_DGSSC
  DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022
  ☆16Updated last year
• danfenghong / IEEE_TGRS_MambaLG
  Zhaojie Pan, Chenyu Li, Antonio Plaza, Jocelyn Chanussot, and Danfeng Hong, "Hyperspectral Image Classification with Mamba", IEEE TGRS, 2…
  ☆26Updated 2 months ago
• HSG-AIML / MaskedSST
  Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification,…
  ☆37Updated 8 months ago
• RsAI-lab / QUH-classification-dataset
  Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.
  ☆24Updated last year
• shouhengx / CS2DT
  This is the code of the paper CS2DT: Cross Spatial–Spectral Dense Transformer for Hyperspectral Image (HSI) Classification.
  ☆11Updated last year
• lms-07 / AMS-M2ESL
  [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…
  ☆25Updated last year
• DotWang / ASSMN
  [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…
  ☆45Updated last year
• lucas2606-rs / SSRN
  This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…
  ☆13Updated 2 years ago
• d1x1u / MAGE
  Official Pytorch implementation of the TGRS paper "MAGE: Multisource Attention Network with Discriminative Graph and Informative Entities…
  ☆17Updated 2 years ago
• mqalkhatib / Real_Complex_Classification
  Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification
  ☆12Updated last year