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RNS-based FPGA accelerators for high-quality 3D medical image wavelet processing using scaled filter coefficients

RNS-based FPGA accelerators for high-quality 3D medical image wavelet processing using scaled filter coefficients

Medical imaging using different modalities has many problems. The main ones are low informativeness, various distortion noises, and a large amount of information. Fusion, denoising, and visual data compression are used to solve them in practice. Discrete wavelet transform is one way to implement var...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Nagornov, N. N., Нагорнов, Н. Н., Lyakhov, P. A., Ляхов, П. А., Valueva, M. V., Валуева, М. В., Bergerman, M. V., Бергерман, М. В.
Fformat: Статья
Iaith:English
Cyhoeddwyd: Institute of Electrical and Electronics Engineers Inc. 2022
Pynciau:
Three-dimensional displays
Wavelet transforms
Biomedical imaging
Discrete wavelet transform
Discrete wavelet transforms
Field programmable gate arrays (FPGA)
Field-programmable gate arrays
Hardware accelerator
High-performance computing
Image coding
Medical image processing
Performance evaluation
Residue number system (RNS)
Scaled filter coefficients
Mynediad Ar-lein:https://dspace.ncfu.ru/handle/20.500.12258/19172
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https://dspace.ncfu.ru/handle/20.500.12258/19172

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