Hybrid and Advanced Compression Techniques for Medical Images
Rohit M Thanki author Ashish Kothari author
Format:Hardback
Publisher:Springer Nature Switzerland AG
Published:5th Mar '19
Currently unavailable, and unfortunately no date known when it will be back
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.
ISBN: 9783030125745
Dimensions: unknown
Weight: unknown
95 pages
1st ed. 2019