An adaptive hybrid image compression method and its application to medical images

作者: Ali Al-Fayadh , Abir Jaafar Hussain , Paulo Lisboa , Dhiya Al-Jumeily

DOI: 10.1109/ISBI.2008.4540976

关键词: Data compressionImage qualityPattern recognitionIterative reconstructionMathematicsGradient methodContextual image classificationImage compressionHybrid imageArtificial intelligenceSingular value decompositionComputer vision

摘要: … Medical image compression plays a key role as hospitals move towards filmless … in nonmedical images. In this paper, we will tailor (IHCVQ) to high-fidelity medical image compression. …

参考文章(13)
Steven L. Eddins, Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing Using Matlab ,(2006)
Allen Gersho, Robert M. Gray, Vector Quantization and Signal Compression ,(1991)
P.C. Cosman, C. Tseng, R.M. Gray, R.A. Olshen, L.E. Moses, H.C. Davidson, C.J. Bergin, E.A. Riskin, Tree-structured vector quantization of CT chest scans: image quality and diagnostic accuracy IEEE Transactions on Medical Imaging. ,vol. 12, pp. 727- 739 ,(1993) , 10.1109/42.251124
Sharon M. Perlmutter, Pamela C. Cosman, Chien-Wen Tseng, Richard A. Olshen, Robert M. Gray, King C.P. Li, Colleen J. Bergin, Medical Image Compression and Vector Quantization Statistical Science. ,vol. 13, pp. 30- 53 ,(1998) , 10.1214/SS/1028905972
C.-H. Lee, L.-H. Chen, Novel image compression method using edge-oriented classifier and novel predictive noiseless coding method IEE Proceedings - Vision, Image, and Signal Processing. ,vol. 144, pp. 361- 368 ,(1997) , 10.1049/IP-VIS:19971326
K K Chan, S L Lou, H K Huang, Full-frame transform compression of CT and MR images. Radiology. ,vol. 171, pp. 847- 851 ,(1989) , 10.1148/RADIOLOGY.171.3.2717763
A.J. Hussain, A. Al-Fayadh, D. Al-Jumeily, P. Lisboa, P. Liatsis, Image compression using improved hybrid classified vector quantisation Electronics Letters. ,vol. 43, pp. 385- 387 ,(2007) , 10.1049/EL:20073756
Y. Linde, A. Buzo, R. Gray, An Algorithm for Vector Quantizer Design IEEE Transactions on Communications. ,vol. 28, pp. 84- 95 ,(1980) , 10.1109/TCOM.1980.1094577
Mei Tian, Si-Wei Luo, Ling-Zhi Liao, An investigation into using singular value decomposition as a method of image compression international conference on machine learning and cybernetics. ,vol. 8, pp. 5200- 5204 ,(2005) , 10.1109/ICMLC.2005.1527861
A. Dapena, S. Ahalt, A hybrid DCT-SVD image-coding algorithm IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 12, pp. 114- 121 ,(2002) , 10.1109/76.988658