Semisupervised classification of hyperspectral images based on tri-training algorithm with enhanced diversity

2017 ◽  
Vol 11 (04) ◽  
pp. 1 ◽  
Author(s):  
Ying Cui ◽  
Guojiao Song ◽  
Xueting Wang ◽  
Zhongjun Lu ◽  
Liguo Wang
Keyword(s):  
Hyperspectral Images ◽  
Training Algorithm ◽  
Semisupervised Classification

scholarly journals Overview of Hyperspectral Image Classification

2020 ◽  
Vol 2020 ◽  
pp. 1-13 ◽  
Author(s):  
Wenjing Lv ◽  
Xiaofei Wang
Keyword(s):  
Supervised Classification ◽  
Hyperspectral Image ◽  
Unsupervised Classification ◽  
Hyperspectral Images ◽  
Hyperspectral Image Classification ◽  
Remote Sensing Technology ◽  
Sensing Technology ◽  
Good Classification ◽  
Semisupervised Classification

With the development of remote sensing technology, the application of hyperspectral images is becoming more and more widespread. The accurate classification of ground features through hyperspectral images is an important research content and has attracted widespread attention. Many methods have achieved good classification results in the classification of hyperspectral images. This paper reviews the classification methods of hyperspectral images from three aspects: supervised classification, semisupervised classification, and unsupervised classification.

Classification of hyperspectral images based on multifractal features and support vector machine

2018 ◽  
Vol 62 (5) ◽  
pp. 558-562
Author(s):  
Uchaev D.V. ◽  
◽  
Uchaev Dm.V. ◽  
Malinnikov V.A. ◽  
◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Hyperspectral Images ◽  
Support Vector

Hierarchical method and hyperspectral images for classification of blood stains on colored and printed fabrics

2021 ◽  
Vol 210 ◽  
pp. 104253
Author(s):  
José F.Q. Pereira ◽  
Maria Fernanda Pimentel ◽  
Ricardo S. Honorato ◽  
Rasmus Bro
Keyword(s):  
Hyperspectral Images ◽  
Blood Stains ◽  
Hierarchical Method

Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images

2014 ◽  
Vol 11 (6) ◽  
pp. 1066-1070 ◽  
Author(s):  
Yakoub Bazi ◽  
Naif Alajlan ◽  
Farid Melgani ◽  
Haikel AlHichri ◽  
Salim Malek ◽  
...  
Keyword(s):  
Differential Evolution ◽  
Extreme Learning Machine ◽  
Hyperspectral Images ◽  
Learning Machine
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