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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
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Chen, Aiwu
  
17 mar 2025
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Pubblicato online: 17 mar 2025
Ricevuto: 23 ott 2024
Accettato: 26 gen 2025
DOI: https://doi.org/10.2478/amns-2025-0338
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© 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
Lingua:
Inglese
Frequenza di pubblicazione:
1 volte all'anno
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Scienze biologiche, Scienze della vita, altro, Matematica, Matematica applicata, Matematica generale, Fisica, Fisica, altro
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