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 22 0 0 22 Apr 2025
Explaining the Behavior of Black-Box Prediction Algorithms with Causal Learning Numair Sani Daniel Malinsky I. Shpitser CML 62 15 0 10 Jan 2025
Superpixel Graph Contrastive Clustering with Semantic-Invariant Augmentations for Hyperspectral Images Jianhan Qi Yuheng Jia Hui Liu Junhui Hou 35 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 24 22 0 24 Dec 2023
Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks Songyang Zhang Qinwen Deng Zhi Ding VOS 25 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 12 12 0 01 Apr 2021
Relationship-aware Multivariate Sampling Strategy for Scientific Simulation Data Subhashis Hazarika Ayan Biswas P. Wolfram E. Lawrence N. Urban 6 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 6 2 0 03 Aug 2020
Improving Deep Hyperspectral Image Classification Performance with Spectral Unmixing Alan J. X. Guo Fei Zhu 11 1 0 01 Apr 2020
A Convolutional Neural Network with Mapping Layers for Hyperspectral Image Classification Rui Li Z. Pan Yang Wang Ping Wang 11 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 14 12 0 04 Mar 2019
Hyperspectral Image Classification in the Presence of Noisy Labels Junjun Jiang Jiayi Ma Zheng Wang Chen Chen Xianming Liu NoLa 12 160 0 12 Sep 2018
Dimensionality Reduction via Regression in Hyperspectral Imagery Valero Laparra Jesús Malo Gustau Camps-Valls 30 42 0 31 Jan 2016