JOURNAL ARTICLE

3-D Medical Image Compression by Using HEVC

Abstract

A medical imaging standard that is (DICOM) Digital Imaging and Medical Communication is used for sharing medical imaging images across applications. JPEG 2000 is the organization normally utilized for therapeutic imaging. It's a JPEG augmentation that depends on Discrete Transformation and JPEG 2000 is the recently wavelet change standard. Additionally, JPEG 2000 isn't extremely proficient for encoding picture arrangements and 3D restorative imaging. In this work, the HEVC (High Efficiency Video Coding) algorithm will be applied to MATLAB for compression of 3D medical images such as MR Brain, CT abdomen, angiography, MR spine. Generously enhanced video quality with a similar piece rate or twofold pressure proportion at a video volume level is given by HEVC. The HEVC image encoder is used to encode or compress the Image Source, which consists of a frame of the image frames, to make a compacted picture bit the pressed stream is secured or transmitted. To make a succession of decoded outlines, a decoder of the picture decompresses the bitstream. The experimental investigation will be performed on available 3D medical databases and the results will be compared in terms of PSNR and SSIM parameters and also some other parameters.

Keywords:
DICOM Computer science JPEG JPEG 2000 Computer vision Artificial intelligence Encoder Quantization (signal processing) Bitstream Data compression Medical imaging Image quality Image compression Decoding methods Image processing Image (mathematics) Algorithm

Metrics

5
Cited By
0.58
FWCI (Field Weighted Citation Impact)
8
Refs
0.69
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Data Compression Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Video Coding and Compression Technologies
Physical Sciences →  Computer Science →  Signal Processing
Advanced Image Processing Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

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