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Abstract
COJ Robotics & Artificial Intelligence
Application of Data Fusion for Image Denoising - Basic Concepts
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Open or CloseJerzy Świątek and Krzysztof Brzostowski*
Department of Computer Science and Systems Engineering, Faculty of Computer Science and Management, Wroclaw University of Science and Technology, Poland
*Corresponding author: Krzysztof Brzostowski, Department of Computer Science and Systems Engineering, Faculty of Computer Science and Management, Wroclaw University of Science and Technology, Poland
Submission: August 7, 2021;Published: March 23, 2022
Abstract
In image processing, noise is introduced due to unperfected instrumentation and acquisition techniques. Noise in the original images degraded its quality and distorted useful information (e.g., medical images for diagnosis). The work proposes a noise reduction algorithm based on data fusion method to improve the quality of medical imaging based on computed tomography and magnetic resonance image scans.
Keywords: Data fusion; Artificial intelligence; Noise modelling; Image processing
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