Open Access

Research on image processing based on machine learning feature fusion and sparse representation

Aiwu Chen

Aiwu Chen

College of Intelligent Manufacturing, Hunan University of Science and EngineeringYongzhou, China
Search for this author on
Sciendo|Google Scholar
Chen, Aiwu
  
Mar 17, 2025
Research on image processing based on machine learning feature fusion and sparse representation's Cover Image
About this article
Previous Article
Next Article
Cite
Download Cover
Published Online: Mar 17, 2025
Received: Oct 23, 2024
Accepted: Jan 26, 2025
DOI: https://doi.org/10.2478/amns-2025-0338
Keywords
© 2025 Aiwu Chen, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

Structure diagram of auto-encoder network
Structure diagram of auto-encoder network

Figure 2.

The dlictionary and image feature traiming based on the sparse auto-encoder
The dlictionary and image feature traiming based on the sparse auto-encoder

Figure 3.

Loss curve
Loss curve

Figure 4.

Accuracy curve
Accuracy curve

Figure 5.

Evaluation results of “airplane” images
Evaluation results of “airplane” images

Figure 6.

Evaluation results of “bush” images
Evaluation results of “bush” images
Language:
English
Publication timeframe:
1 times per year
Journal Subjects:
Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other
Journal RSS Feed