Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set

Application a Committee of Kohonen Neural Networks to Training of Image Classifier Based on Description of Descriptors Set

The research aims to improve structural methods of image classification based on a description as a set of keypoint descriptors. The focus is on implementing a classifier training using a committee of Kohonen networks separately for each description in an etalon database. The training result is a fi...

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Bibliographic Details
Main Authors: Volodymyr Gorokhovatskyi, Iryna Tvoroshenko, Olena Yakovleva, Monika Hudakova, Oleksii Gorokhovatskyi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Classification accuracy
classifier training
image classification
Kohonen network
set of descriptors
Online Access:https://ieeexplore.ieee.org/document/10536893/

Internet

https://ieeexplore.ieee.org/document/10536893/

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