Low bit rate Intra prediction coding for Medical image Sequences using HEVC Standard

被引:0
|
作者
Pathak, Ketki C. [1 ]
Vaghela, Parth [2 ]
Desai, Jay [2 ]
Darji, A. D. [3 ]
机构
[1] SCET, Elect & Commun Engn Dept, Surat, Gujarat, India
[2] SASIT, Elect & Commun Engn Dept, Surat, Gujarat, India
[3] SVNIT, Elect Engn Dept, Surat, Gujarat, India
来源
2018 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN ELECTRICAL, ELECTRONICS & COMMUNICATION ENGINEERING (ICRIEECE 2018) | 2018年
关键词
Bit rate; HEVC; HM reference software; Intra prediction; Medical imaging; Dynamic CU Partition; PSNR; Encoding time;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Rural health care center, storage and effective retrieval of medical images or volumetric medical videos is one of the important requirement for Telemedicine application. Most of the medical images or 3D images are in DICOM (Digital Imaging and Communications in Medicine) format. Early compression standard like JPEG2000 was inefficient and unsuitable for this kind of imagery. New HEVC (High Efficiency Video Coding) standard consist features like intra prediction, refined coding tool such as 35 prediction modes and ability to divide picture into Coding Unit (CU) to utilize all redundancies like Spatial, Temporal and Stastical. Dynamic Quad tree structure of HEVC provides substantial improvement in coding gain performance but adversely it also effect computational complexity. Here, we analyze the ability of HEVC standard to reduce the bit rate that represents medical image content with desired perceptual quality. In this paper, we proposed the dynamic degeneration of CU approach to obtain the improvement in visual quality of medical images with limited bit rate. Quantitative analyses is done by varying the CU block size, which give drastic reduction in bit rate (61.25% on average) with very small change in PSNR (2.01% on average).
引用
收藏
页码:2508 / 2513
页数:6
相关论文
共 50 条
  • [1] Compression of Medical Images With HEVC Intra Prediction Coding
    Akman, Ali
    Cekli, Serap
    2017 MEDICAL TECHNOLOGIES NATIONAL CONGRESS (TIPTEKNO), 2017,
  • [2] Very-low-bit-rate coding of image sequences using the Gabor transform
    Reed, Todd R.
    Soohoo, Alex E.
    Journal of the Society for Information Display, 1995, 3 (02): : 77 - 81
  • [3] Low bit-rate coding of image sequences using adaptive regions of interest
    Lu, H
    PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN & COMPUTER GRAPHICS, 1999, : 1334 - 1340
  • [4] Low bit-rate coding of image sequences using adaptive regions of interest
    Doulamis, N
    Doulamis, A
    Kalogeras, D
    Kollias, S
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1998, 8 (08) : 928 - 934
  • [5] Intra Coding of the HEVC Standard
    Lainema, Jani
    Bossen, Frank
    Han, Woo-Jin
    Min, Junghye
    Ugur, Kemal
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2012, 22 (12) : 1792 - 1801
  • [6] Fast intra bit rate transcoding for HEVC screen content coding
    Zhang, Lian
    Li, Mingjuan
    Zhang, Hao
    IET IMAGE PROCESSING, 2018, 12 (05) : 738 - 744
  • [7] Intra Prediction Using In-Loop Residual Coding for the post-HEVC Standard
    Abdoli, Mohsen
    Henry, Felix
    Brault, Patrice
    Duhamel, Pierre
    Dufaux, Frederic
    2017 IEEE 19TH INTERNATIONAL WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING (MMSP), 2017,
  • [8] Improvements to HEVC Intra Coding for Lossless Medical Image Compression
    Sanchez, Victor
    Auli-Llinas, Francesc
    Bartrina-Rapesta, Joan
    Serra-Sagrista, Joan
    2014 DATA COMPRESSION CONFERENCE (DCC 2014), 2014, : 423 - 423
  • [9] INTRA MODE CODING IN HEVC STANDARD
    Zhang, Ximin
    Liu, Shan
    Lei, Shawmin
    2012 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP), 2012,
  • [10] SUBBAND CODING OF IMAGE SEQUENCES AT LOW BIT RATES
    BIEMOND, J
    WESTERINK, PH
    MULLER, F
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING IV, PTS 1-3, 1989, 1199 : 741 - 751