Multi-focus image intelligent fusion method based on improved generative adversarial network algorithm

Hong Wang; Nannan Zhang

doi:10.1117/12.2641069

2 December 2022 Multi-focus image intelligent fusion method based on improved generative adversarial network algorithm

Hong Wang, Nannan Zhang

Proceedings Volume 12288, International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022); 122881J (2022) https://doi.org/10.1117/12.2641069
Event: International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022), 2022, Zhuhai, China

Abstract

Aiming at the poor effect of multi focus image intelligent fusion, a multi focus image intelligent fusion method based on improved generative adversarial network algorithm is proposed. The multi focus image recognition is carried out by collecting the multi focus image features, the multi focus image denoising is realized by using the improved generative adversarial network algorithm, and the multi focus image intelligent fusion model is constructed. Finally, the experiments show that the multi focus image intelligent fusion method based on the improved generative adversarial network algorithm has significantly improved the definition of multi focus image fusion in the process of practical application, Fully meet the research requirements.

Citation Download Citation

Hong Wang and Nannan Zhang "Multi-focus image intelligent fusion method based on improved generative adversarial network algorithm", Proc. SPIE 12288, International Conference on Computer, Artificial Intelligence, and Control Engineering (CAICE 2022), 122881J (2 December 2022); https://doi.org/10.1117/12.2641069

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KEYWORDS

Image fusion

Data modeling

Image quality

Detection and tracking algorithms

Image processing

Statistical modeling

Convolution

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