The Research of Nearest Feature Classifier Approach to Hyperspectral Image Classification

The Research of Nearest Feature Classifier Approach to Hyperspectral Image Classification

碩士 === 國立臺北科技大學 === 電機工程研究所 === 104 === Recently, the information of ground surface has been recode with Hyperspectral device massively and recognition the ground material by analyzing the spectral data. The k-Nearest Neighbor (k-NN) and Nearest Feature Line(NFL) algorithm is widely used in classify...

Full description

Bibliographic Details
Main Authors:	Yi-Chaing Jaing, 江易展
Other Authors:	Yang-Lang Chang
Language:	zh-TW
Published:	2016
Online Access:	http://ndltd.ncl.edu.tw/handle/64qmwq

Similar Items

GPU-Acceleration of Nearest Feature Space Classifier for Hyperspectral Images
by: Yi-Shiang Fu, et al.
Published: (2012)

Modified Nearest Feature Space Approach to Hyperspectral Image Classification
by: Tzu-Wei Tseng, et al.

Multi-GPU Implementation of Nearest-Regularized Subspace Classifier for Hyperspectral Image Classification
by: Zhixin Li, et al.
Published: (2020-01-01)

GPU-Acceleration of Adaptable Nearest Feature Space Approach to Hyperspectral Image Classification
by: Min-Yu, Huang, et al.

GPU Acceleration of Incenter-Based Nearest Feature Space Approach to Hyperspectral Image Classification
by: Hsien-Tang Chao, et al.
Published: (2014)

Weighted Generalized Nearest Neighbor for Hyperspectral Image Classification
by: Chunjuan Bo, et al.
Published: (2017-01-01)

Nearest Centroid Classifier with Outlier Removal for Classification
by: Aditya Hari Bawono, et al.
Published: (2020-02-01)

Optimization Bacterial Foraging with Multiple Attribute Decision Making Model for Hyperspectral Image Band Selection Classification by Adaptive Nearest Feature Space Approach
by: Jen-Shian Wu, et al.

Spectral–Spatial HyperspectralImage Classification With K-Nearest Neighbor and Guided Filter
by: Yanhui Guo, et al.
Published: (2018-01-01)

Multiple classifier systems for the classification of hyperspectral data
by: Xia, Junshi
Published: (2014)

An Improved Weighted Base Classification for Optimum Weighted Nearest Neighbor Classifiers
by: Muhammad Abbas, et al.
Published: (2020-10-01)

A Discriminative Locally-Adaptive Nearest Centroid Classifier for Phoneme Classification
by: Sun, Yong-Peng
Published: (2012)

A Discriminative Locally-Adaptive Nearest Centroid Classifier for Phoneme Classification
by: Sun, Yong-Peng
Published: (2012)

Designing the Nearest Neighbor Classifiers via the VQ Method
by: Hsin-Kuan Chiang, et al.
Published: (2001)

GPU-Acceleration of Multisource Data Fusion for Image Classification Using Nearest Feature Space Approach
by: Lu-Yang Chen, et al.
Published: (2013)

High Dimensional Feature for Hyperspectral Image Classification
by: Wang Cailing, et al.
Published: (2018-01-01)

Feature analysis of hyperspectral images for plant classification
by: Bin Ghaith Alsuwaidi, Ali Rashed Saeed A.
Published: (2018)

Semi-Supervised Classification for Hyperspectral Images Based on Multiple Classifiers and Relaxation Strategy
by: Fuding Xie, et al.
Published: (2018-07-01)

Leave-one-out Evaluation of the Nearest Feature Line and the Rectified Nearest Feature Line Segment Classifiers Using Multi-core Architectures
by: Ana Lorena Uribe-Hurtado, et al.
Published: (2018-06-01)

Hybrid Feature Extraction for Object-based Hyperspectral Image Classification
by: Ting-Yi Li, et al.
Published: (2011)

A K Nearest Classifier design
by: Y. Prudent, et al.
Published: (2005-10-01)

Feature Weighting for k-Nearest Neighbor Classifiers Using Differential Evolution Algorithms
by: Chen, Nai-Wen, et al.
Published: (2016)

Salient feature extraction method for hyperspectral image classification
by: YU Anzhu, et al.
Published: (2019-08-01)

Hyperspectral Image Classification with Multi-Scale Feature Extraction
by: Bing Tu, et al.
Published: (2019-03-01)

Hyperspectral Image Classification via Matching Absorption Features
by: Baofeng Guo
Published: (2019-01-01)

Regularized CNN Feature Hierarchy for Hyperspectral Image Classification
by: Muhammad Ahmad, et al.
Published: (2021-06-01)

Accelerating the K-Nearest Neighbors Filtering Algorithm to Optimize the Real-Time Classification of Human Brain Tumor in Hyperspectral Images
by: Giordana Florimbi, et al.
Published: (2018-07-01)

SVM Classifiers: The Objects Identification on the Base of Their Hyperspectral Features
by: Demidova Liliya, et al.
Published: (2017-01-01)

Improving K-Nearest Neighbor Approaches for Density-Based Pixel Clustering in Hyperspectral Remote Sensing Images
by: Claude Cariou, et al.
Published: (2020-11-01)

Design of Dimension Reduction Algorithms and Classifiers for Hyperspectral Data Classification
by: Jinn-Min Yang, et al.
Published: (2010)

A weighted multiple-feature fusion classifier for hyperspectral images with limited training samples
by: Jinghui Yang, et al.
Published: (2018-01-01)

Multisource Data Fusion and Fisher Criterion Based Nearest Feature Space Approach to Landslide Classification
by: Yi Chun (Benny) Wang, et al.
Published: (2014)

A Research on the Combination Strategies of Multiple Features for Hyperspectral Remote Sensing Image Classification
by: Yuntao Ma, et al.
Published: (2018-01-01)

AN UNSUPERVISED LABELING APPROACH FOR HYPERSPECTRAL IMAGE CLASSIFICATION
by: J. González Santiago, et al.
Published: (2020-08-01)

A Novel Approach to Hyperspectral Image Classification
by: Yang-Lang Chang, et al.
Published: (2003)

Music Genre Classification Using CNN-based Feature Extractor and Compound Classifier Structures
by: Yang Yi, et al.
Published: (2019)

A NEW MULTIPLE CLASSIFIER SYSTEM BASED ON A PSO ALGORITHM FOR THE CLASSIFICATION OF HYPERSPECTRAL IMAGES
by: S. H. Alizadeh Moghaddam, et al.
Published: (2019-10-01)

Secure k-ish Nearest Neighbors Classifier
by: Shaul Hayim, et al.
Published: (2020-07-01)

Prototype selection for composite nearest neighbor classifiers
by: Skalak, David Bingham
Published: (1997)

Mutual k Nearest Neighbor based Classifier
by: Gupta, Nidhi
Published: (2010)