A Parallel Architecture for the 2-D Discrete Wavelet Transform with Integer Lifting Scheme

被引:0
|
作者
M. Ferretti
D. Rizzo
机构
[1] DIS,
[2] University of Pavia,undefined
关键词
wavelet transform; lifting scheme; VLSI; systolic arrays; parallel filters;
D O I
暂无
中图分类号
学科分类号
摘要
In this paper we propose a dedicated architecture to implement a 2-D discrete wavelet transform computed by adopting the new lifting scheme framework. Through this new construction tool it is possible to obtain integer versions of the wavelet transform. This is a very interesting issue when the goal is lossless compression of images, whose pixels are represented through integers. In the classical approach to the discrete wavelet, the filter coefficients are real numbers and so are the resulting coefficients. When pursuing hardware implementations for real time and embedded applications, this causes the need to manage fixed point operations and unavoidable quantization. If the output can be produced with integer values instead, perfect reconstruction and lossless compression are possible. Typical applications include scenarios with limited bandwidth and big image sizes, such as medical imaging for tele-medicine or satellite image transmission, not suited to lossy compression, or high quality images in digital cameras.
引用
收藏
页码:165 / 185
页数:20
相关论文
共 50 条
  • [1] A parallel architecture for the 2-D discrete wavelet transform with integer lifting scheme
    Ferretti, M
    Rizzo, D
    [J]. JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2001, 28 (03): : 165 - 185
  • [2] A Fast Parallel VLSI Architecture for Lifting Based 2-D Discrete Wavelet Transform
    Kim, Jong Woog
    Chong, Jong Wha
    [J]. IECON 2004: 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL 2, 2004, : 1258 - 1262
  • [3] A pipeline, memory efficient and programmable architecture for the 2-D discrete wavelet transform using lifting scheme
    Bolouki, S
    Fatemi, O
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3, 2003, 5150 : 1121 - 1130
  • [4] An Efficient Architecture for 2-D Lifting-based Discrete Wavelet Transform
    Yu, Pingping
    Yao, Suying
    Xu, Jiangtao
    [J]. ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 3658 - 3661
  • [5] 2-D discrete wavelet transform with efficient lifting-based scheme
    Chiang, JS
    Hsia, CH
    Chen, HJ
    [J]. CISST '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS, AND TECHNOLOGY: COMPUTER GRAPHICS, 2005, : 193 - 197
  • [6] A Programmable Parallel VLSI Architecture for 2-D Discrete Wavelet Transform
    Chien-Yu Chen
    Zhong-Lan Yang
    Tu-Chih Wang
    Liang-Gee Chen
    [J]. Journal of VLSI signal processing systems for signal, image and video technology, 2001, 28 : 151 - 163
  • [7] A programmable parallel VLSI architecture for 2-D discrete wavelet transform
    Chen, CY
    Yang, ZL
    Wang, TC
    Chen, LG
    [J]. JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2001, 28 (03): : 151 - 163
  • [8] Dual-Scan Parallel Flipping Architecture for a Lifting-Based 2-D Discrete Wavelet Transform
    Darji, Anand
    Agrawal, Shubham
    Oza, Ankit
    Sinha, Vipul
    Verma, Aditya
    Merchant, S. N.
    Chandorkar, A. N.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2014, 61 (06) : 433 - 437
  • [9] A Novel Parallel Architecture of Lifting based 2D-Discrete Wavelet Transform
    Dhakar, Varsha
    Pathak, Jyotirmoy
    [J]. 2015 INTERNATIONAL CONFERENCE ON COMPUTER, COMMUNICATION AND CONTROL (IC4), 2015,
  • [10] Parallel architecture for 2-D discrete wavelet transform with low energy consumption
    Ishihara, Nozomi
    Abe, Koki
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2008, E91A (08) : 2068 - 2075