DCT를 이용한 영상압축 알고리즘에 관한 연구

A study of Image Compression Algorithm using DCT

  • 한동호 (연세대학교 전기공학과) ;
  • 이준노 (연세대학교 전기공학과)
  • 발행 : 1992.12.01

초록

A Study of Image Compression Algorithm using DCT This paper describes the system that implement a JPEG(Joint Photographic Experts Group) algorithm based on DCT(Discrete Cosine Transform) uslng CCD kameva, Image Grabber, and IBM PC. After cosine transforms the acquisited image, this algorithm quantize and entropy encode the coefficients by JPEG code table. The coefficients are reconstructed by the Huffman decoding, dequantized procedure, and Inverse cosine transform. The results obtained from the impleulented system are as follows. (1) For effcient storage and easy implementation, this system save Image as a PCX formal (2) Thls system get 7:1 compression ratio(3.8 RMSE value) without large distortion. (3) With a low pass filtering, thls system eliminate high frequency components and get 20% enhanced compression ratio. (4) Thls system enhance the reconstructed Image using histogram modeling.

키워드

참고문헌

  1. Discrete Cosing Transform Rao Yip
  2. International Standards for Digital Compression and Coding of Still Images and Motion Videos, ISL-GR-9101
  3. Two-dimensional Signal and Imagse Processing J.S.Lim
  4. Digital Image Compression Techniques Majid Rabbani;Paul W.Jones
  5. Digital Image Processing R.C.Gonazlez;P.Wintz
  6. Practical Image Processing Craig A.Lindley
  7. IEEE Trans. Commun. v.COM-26 On the computation of the discrete cosine transform M.J.Narasimha;A.M.Peterson
  8. Signal Processing v.6 Simple FFT and DCT algorithms with reduced number of operations Martin Vetterli
  9. Discrete-Time signals and systems Natarajan Ahmed
  10. C lanquage algorithms for digital signal processing Emblee Kimble
  11. Brigham The fast Fourier Transform and its applications Prentice-Hall
  12. 국내회 한국과학 기술자 회의 추계 Workshop 의료화상 정보 시스템의 구축 김형곤
  13. 의공학회지 v.10 no.3 흉부 방사선 영상의 흉부영역 자동검출에 관한 연구 장국현;김용만;김상진;박래홍;김은기;이명호