Data-Driven Approach for Hyperspectral Band Selection

Arati Paul; Nabendu Chaki

doi:10.1007/978-3-031-42667-4_7

ScienceGate Book Chapters

BOOK-CHAPTER

Data-Driven Approach for Hyperspectral Band Selection

Arati Paul Nabendu Chaki

Year: 2023 Pages: 91-110

DOI: 10.1007/978-3-031-42667-4_7

Get Full-Text PDF Get Analytical Report

Keywords:

Hyperspectral imaging Dimensionality reduction Redundancy (engineering) Pattern recognition (psychology) Artificial intelligence Computer science Spectral bands Selection (genetic algorithm) Feature selection Curse of dimensionality Data mining Remote sensing Geography

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.43

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Remote-Sensing Image Classification

Physical Sciences → Engineering → Media Technology

Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Advanced Chemical Sensor Technologies

Physical Sciences → Engineering → Biomedical Engineering

Data-Driven Approach for Hyperspectral Band Selection

Metrics

Topics

Related Documents

Supervised data-driven approach for hyperspectral band selection using quantization

Dimensionality Reduction of Hyperspectral Images: A Data-Driven Approach for Band Selection

Data Driven Joint Hyperspectral Band Selection and Image Classification

Residual-Driven Band Selection for Hyperspectral Anomaly Detection

Channel Capacity Approach to Hyperspectral Band Subset Selection