An Image Denoising Method for a Visible Light Camera in a Complex Sky-Based Background

Autor: Zelong Ma, Qinglei Zhao, Xin Che, Xinda Qi, Wenxian Li, Shuxin Wang
Jazyk: angličtina
Rok vydání: 2023
Předmět:
Zdroj: Applied Sciences, Vol 13, Iss 14, p 8484 (2023)
Druh dokumentu: article
ISSN: 2076-3417
DOI: 10.3390/app13148484
Popis: For space target images captured by a sky-based visible light camera, various conditions are influenced by the imaging system itself and the observation environment; these conditions include uneven image background intensity, complex noise, stray light composition, and diverse target forms. A mean wavelet transform algorithm is proposed. This algorithm initially performs mean filtering and wavelet transform filtering on the noise-containing space target images and then performs a wavelet inverse transform on the filtered results to generate the final image. The experimental results show that our algorithm has good denoising performance and can effectively maintain the image details.
Databáze: Directory of Open Access Journals