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Hybrid and advanced compression techniques for medical images

Rohit M. Thanki, Ashish Kothari (Springer Nature, 2019)

 Abstrak

This book introduces advanced and hybrid compression techniques specifically used for medical images. The book discusses conventional compression and compressive sensing (CS) theory based approaches that are designed and implemented using various image transforms, such as: Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Discrete Wavelet Transform (DWT), and Singular Value Decomposition (SVD) and greedy based recovery algorithm. The authors show how these techniques provide simulation results of various compression techniques for different types of medical images, such as MRI, CT, US, and x-ray images. Future research directions are provided for medical imaging science. The book will be a welcomed reference for engineers, clinicians, and research students working with medical image compression in the biomedical imaging field.
Covers various algorithms for data compression and medical image compression;
Provides simulation results of compression algorithms for different types of medical images;
Provides study of compressive sensing theory for compression of medical images.

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 Metadata

No. Panggil : e20508967
Entri utama-Nama orang :
Entri tambahan-Nama orang :
Subjek :
Penerbitan : Switzerland: Springer Nature, 2019
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: computer
Tipe Pembawa: online resource
Deskripsi Fisik: xvii, 95 pages : illustration
Tautan: https://doi.org/10.1007/978-3-030-12575-2
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e20508967 02-20-529174908 TERSEDIA
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