HYPERSPECTRAL IMAGE CLASSIFICATION USING SVM MACHINE LEARNING APPROACH

GEDRAG & ORGANISATIE REVIEW ◽

10.37896/gor33.02/026 ◽

2020 ◽

Vol 33 (02) ◽

Author(s):

A. Gokila Vani ◽

◽

Dr. V Saravanan ◽

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Approach ◽

Hyperspectral Image Classification ◽

Machine Learning Approach

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Hyperspectral image classification using spatial spectral features and machine learning approach

2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) ◽

10.1109/rteict.2016.7808014 ◽

2016 ◽

Author(s):

Jignesh K Dhandhalya ◽

S K Parmar

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Approach ◽

Spectral Features ◽

Hyperspectral Image Classification ◽

Machine Learning Approach

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Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2543748 ◽

2016 ◽

Vol 54 (8) ◽

pp. 4544-4554 ◽

Author(s):

Wenzhi Zhao ◽

Shihong Du

Keyword(s):

Feature Extraction ◽

Deep Learning ◽

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Approach ◽

Hyperspectral Image Classification ◽

Spatial Feature

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Evalution of Machine Learning Methods for Hyperspectral Image Classification

2020 IEEE India Geoscience and Remote Sensing Symposium (InGARSS) ◽

10.1109/ingarss48198.2020.9358916 ◽

2020 ◽

Author(s):

M. Suresh Kumar ◽

V. Keerthi ◽

R.N. Anjnai ◽

M. Manju Sarma ◽

Vinod Bothale

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Learning Methods ◽

Machine Learning Methods

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Hyperspectral Image Classification Method Based on Machine Learning

10.1109/cei52496.2021.9574610 ◽

2021 ◽

Author(s):

Zhuo Kong ◽

HaiTao Yang

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Classification Method ◽

Hyperspectral Image Classification

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Discussion on Information Overlap in Hyperspectral Image Classification Based on Machine Learning

2021 The 4th International Conference on Image and Graphics Processing ◽

10.1145/3447587.3447610 ◽

2021 ◽

Author(s):

Qingjie Yang ◽

Rong Zhang ◽

Yi Fang

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Extended morphological profiles analysis of airborne hyperspectral image classification using machine learning algorithms

International Journal of Intelligent Networks ◽

10.1016/j.ijin.2020.12.006 ◽

2021 ◽

Vol 2 ◽

pp. 1-6

Author(s):

R. Anand ◽

S. Veni ◽

P. Geetha ◽

S. Rama Subramoniam

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Hyperspectral Image Classification

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Tomayto, Tomahto: A Machine Learning Approach for Tomato Ripening Stage Identification Using Pixel-Based Color Image Classification

2019 IEEE 11th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management ( HNICEM ) ◽

10.1109/hnicem48295.2019.9072892 ◽

2019 ◽

Author(s):

Manuel B. Garcia ◽

Shaneth Ambat ◽

Rossana T. Adao

Keyword(s):

Machine Learning ◽

Image Classification ◽

Color Image ◽

Learning Approach ◽

Ripening Stage ◽

Machine Learning Approach

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Hyperspectral Image Classification using Machine Learning Approaches

2020 4th International Conference on Intelligent Computing and Control Systems (ICICCS) ◽

10.1109/iciccs48265.2020.9120945 ◽

2020 ◽

Author(s):

Syamala Dasi ◽

Deekshitha Peeka ◽

Reshma Begum Mohammed ◽

B L N Phaneendra Kumar

Keyword(s):

Machine Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Approaches ◽

Hyperspectral Image Classification

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A Multiscale Deep Learning Approach for High-Resolution Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2020.2966987 ◽

2021 ◽

Vol 18 (1) ◽

pp. 167-171 ◽

Author(s):

Kazem Safari ◽

Saurabh Prasad ◽

Demetrio Labate

Keyword(s):

Deep Learning ◽

High Resolution ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Approach ◽

Hyperspectral Image Classification

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On the Evaluation of Machine Learning Algorithms for Hyperspectral Image Classification on a Heterogeneous Computing Device

2021 16th Iberian Conference on Information Systems and Technologies (CISTI) ◽

10.23919/cisti52073.2021.9476225 ◽

2021 ◽

Author(s):

Nuno Pereira ◽

Javier Plaza ◽

Juan M. Haut ◽

Antonio Plaza

Keyword(s):

Machine Learning ◽

Image Classification ◽

Heterogeneous Computing ◽

Hyperspectral Image ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Hyperspectral Image Classification ◽

Computing Device

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