Image processing algorithm based on soft computing and 
mathematical morphology

Dongmei Song

doi:10.1117/12.3004638

20 October 2023 Image processing algorithm based on soft computing and mathematical morphology

Dongmei Song

Proceedings Volume 12916, Third International Conference on Signal Image Processing and Communication (ICSIPC 2023); 1291603 (2023) https://doi.org/10.1117/12.3004638
Event: Third International Conference on Signal Image Processing and Communication (ICSIPC 2023), 2023, Kunming, China

Abstract

With the continuous progress of science and technology, image processing technology is increasingly used in real life. Due to a series of advantages such as large amount of information, fast transmission speed, and long operating distance, image processing technology has become the main source of human information acquisition and an important means of utilizing information. In recent years, morphological image processing has become an important direction in image processing. Early image processing was mainly aimed at improving the quality of images, taking people as research objects, mainly to improve people's visual perception. In the process of image processing, various methods such as image enhancement, restoration, encoding, and compression are commonly used to process images. Many scholars at home and abroad are committed to the research of computer image processing, including image segmentation, image compression, image restoration, and other aspects. This paper introduces an image preprocessing method based on wavelet transform. In conventional preprocessing, we use smooth and sharp methods. For example, for Gaussian noise, we usually use linear filtering; When dealing with salt and pepper noise, median filtering is usually used, and better filtering results can be obtained. Then analyze the advantages of algorithms from the perspective of algorithm data, and have the courage to innovate to find algorithms to alleviate and eliminate imbalances. The research results obtained are expected to serve as a reference and supplement for the current research on image processing algorithms in China.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Dongmei Song "Image processing algorithm based on soft computing and mathematical morphology", Proc. SPIE 12916, Third International Conference on Signal Image Processing and Communication (ICSIPC 2023), 1291603 (20 October 2023); https://doi.org/10.1117/12.3004638

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KEYWORDS

Image processing

Tunable filters

Digital filtering

Evolutionary algorithms

Image filtering

Linear filtering

Detection and tracking algorithms

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