SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature
Extraction of Hyperspectral Imagery

SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery

26 June 2018

Papers citing "SuperPCA: A Superpixelwise PCA Approach for Unsupervised Feature Extraction of Hyperspectral Imagery"

13 / 13 papers shown

Title
HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image Classification Hongxing Peng Kang Lin Huanai Liu Mamba 31 0 0 22 Apr 2025
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Numair Sani Daniel Malinsky I. Shpitser CML 86 16 0 10 Jan 2025
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 53 2 0 04 Mar 2024
Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering Kangning Cui R. Li Sam L. Polk Yinyi Lin Hongsheng Zhang James M. Murphy R. Plemmons Raymond H. Chan DiffM 37 21 0 24 Dec 2023
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks Songyang Zhang Qinwen Deng Zhi Ding VOS 32 2 0 29 Nov 2021
The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study Kiran Mantripragada Phuong D. Dao Y. He Faisal Z. Qureshi 31 12 0 01 Apr 2021
Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data Subhashis Hazarika Ayan Biswas P. Wolfram E. Lawrence N. Urban 18 0 0 31 Aug 2020
Fusion of Deep and Non-Deep Methods for Fast Super-Resolution of Satellite Images Gaurav Kumar Nayak Saksham Jain R. Venkatesh Babu Anirban Chakraborty SupR 11 2 0 03 Aug 2020
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing Alan J. X. Guo Fei Zhu 21 1 0 01 Apr 2020
A Convolutional Neural Network with Mapping Layers for Hyperspectral Image Classification Rui Li Z. Pan Yang Wang Ping Wang 21 19 0 26 Aug 2019
Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field Yilong Liang Xin Zhao Alan J. X. Guo Fei Zhu 26 13 0 04 Mar 2019
Hyperspectral Image Classification in the Presence of Noisy Labels Junjun Jiang Jiayi Ma Zheng Wang Chen Chen Xianming Liu NoLa 28 160 0 12 Sep 2018
Dimensionality Reduction via Regression in Hyperspectral Imagery Valero Laparra Jesús Malo Gustau Camps-Valls 35 42 0 31 Jan 2016