Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images.
Giordana FlorimbiHimar FabeloEmanuele TortiRaquel LazcanoDaniel MadroñalSamuel OrtegaRubén SalvadorFrancesco LeporatiGiovanni DaneseAbelardo Báez-QuevedoGustavo Marrero CallicóEduardo JuárezCésar SanzRoberto SarmientoPublished in: Sensors (2018)
Keyphrases
- hyperspectral images
- k nearest neighbor
- filtering algorithm
- knn
- hyperspectral data
- nearest neighbor
- knn classifier
- hyperspectral
- support vector machine
- hyperspectral imagery
- brain tumors
- text classification
- pattern recognition
- remote sensing
- neural network
- k nearest
- multispectral
- feature selection
- multispectral images
- distance function
- image processing
- infrared