Architecture for fractal image compression

被引:20
|
作者
Vidya, D [1 ]
Parthasarathy, R [1 ]
Bina, TC [1 ]
Swaroopa, NG [1 ]
机构
[1] Anna Univ, Dept Elect, Chennai 600044, India
关键词
fractal image compression; architecture; iterated function systems; image compression; FPGA implementation;
D O I
10.1016/S1383-7621(00)00018-7
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The algorithms for fractal image compression impose a heavy demand on the processor's arithmetic unit and the memory interface, failing to utilize the full capabilities of a general-purpose processor. The repetitive nature of the algorithm indicates that parallelization would reduce the time complexity of the otherwise expensive encoding scheme. In this paper, the design of an ASIC for FIC is proposed. This exploits the fact that the algorithm requires only integer arithmetic with repetitive use of the same set of data. Controlled parallelism is introduced by way of multiple functional units. These result in an encoding time 75 times faster than the high-level software implementation and 22 times faster than the assembly level implementation on a DSP processor. (C) 2000 Published by Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1275 / 1291
页数:17
相关论文
共 50 条
  • [41] Fractal image compression with variance and mean
    Wu, YG
    Huang, MZ
    Wen, YL
    [J]. 2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL I, PROCEEDINGS, 2003, : 353 - 356
  • [42] Adaptive partitionings for fractal image compression
    Ruhl, M
    Hartenstein, H
    Saupe, D
    [J]. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL II, 1997, : 310 - 313
  • [43] Decoding algorithm for fractal image compression
    Hamzaoui, R
    [J]. ELECTRONICS LETTERS, 1996, 32 (14) : 1273 - 1274
  • [44] Implementation of Fractal image compression on FPGA
    Thai Nam Son
    Ong Manh Hung
    Dang Thi Xuan
    Tran Van Long
    Nguyen Tien Dzung
    Thang Manh Hoang
    [J]. 2012 FOURTH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND ELECTRONICS (ICCE), 2012, : 339 - 344
  • [45] The application of GA in fractal image compression
    Lu, X
    Yu, ZQ
    [J]. PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, : 553 - 555
  • [46] An efficient fractal image compression method
    Deng, HQ
    Weng, WH
    Li, L
    Yu, YL
    [J]. SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION, 1997, : 4204 - 4206
  • [47] Fractal image compression by similar extension
    Zou, HL
    Hua, Z
    Fan, H
    [J]. THIRD INTERNATIONAL SYMPOSIUM ON MULTISPECTRAL IMAGE PROCESSING AND PATTERN RECOGNITION, PTS 1 AND 2, 2003, 5286 : 371 - 375
  • [48] CUDA implementation of fractal image compression
    Al Sideiri, Abir
    Alzeidi, Nasser
    Al Hammoshi, Mayyada
    Chauhan, Munesh Singh
    AlFarsi, Ghaliya
    [J]. JOURNAL OF REAL-TIME IMAGE PROCESSING, 2020, 17 (05) : 1375 - 1387
  • [49] Perceptually lossless fractal image compression
    Lin, H
    Venetsanopoulos, AN
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING '96, 1996, 2727 : 1394 - 1399
  • [50] Codebook reduction in fractal image compression
    Kominek, J
    [J]. STILL-IMAGE COMPRESSION II, 1996, 2669 : 33 - 41