Application and prospect of big data technology in medical image enhancement

Yucheng Huang; Jiyun Chen; Qiang Wang; Chun Chen; Haifeng Liu; Zijun Mo; Yimin Lin; Tianyuan Zhu

doi:10.1117/12.2667811

28 March 2023 Application and prospect of big data technology in medical image enhancement

Yucheng Huang, Jiyun Chen, Qiang Wang, Chun Chen, Haifeng Liu, Zijun Mo, Yimin Lin, Tianyuan Zhu

Proceedings Volume 12566, Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022); 125661I (2023) https://doi.org/10.1117/12.2667811
Event: Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022), 2022, Chongqing, China

Abstract

With the continuous development of the information age, big data technology has emerged in the context of a large number of information-derived clusters, and the advantages of its application in image processing have become increasingly prominent. This paper takes medical image enhancement technology as the landing point, based on the current situation and development trend of big data technology in image processing applications, analyzes its application principles, compares the effects of different medical image enhancement algorithms, discusses the aspects of big data technology that can be improved such as image transformation, restoration, compression, etc., focuses on the application of medical image enhancement and proposes countermeasures for the application of big data technology in the future, so that researchers can fully exploit the value of big data, promote the application of big data technology especially for image processing, and promote new developments in image processing technology, especially for medical applications.

Citation Download Citation

Yucheng Huang, Jiyun Chen, Qiang Wang, Chun Chen, Haifeng Liu, Zijun Mo, Yimin Lin, and Tianyuan Zhu "Application and prospect of big data technology in medical image enhancement", Proc. SPIE 12566, Fifth International Conference on Computer Information Science and Artificial Intelligence (CISAI 2022), 125661I (28 March 2023); https://doi.org/10.1117/12.2667811

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KEYWORDS

Image processing

Image enhancement

Medical imaging

Technology

Image quality

Histograms

Data storage

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