VISUAL PATTERN IMAGE CODING BY A MORPHOLOGICAL APPROACH

作者: Shahid Bahonar , S. Saryazdi , V. Haese-Coat , J. Ronsin

DOI:

关键词: Image codingCompression ratioScheme (programming language)Computer visionNoise (video)Approximation errorArtificial intelligenceMinificationPattern recognitionVisual patternsImage qualityMathematics

摘要: This paper presents an improvement of the Visual Pattern image coding (VPIC) scheme presented by Chen and Bovik in (2) (3). The patterns this improved are defined morphological operations classified absolute error minimization. identifies more uniform blocks reduces noise effect. Therefore, it improves compression ratio quality is steel preserved. To achieve a better ratio, hierarchical approach based on merging also described. Experimental results show that provides higher ratios compared to ordinary VPIC.

参考文章(12)
Arun N. Netravali, B. G. Haskell, Digital Pictures: Representation and Compression ,(2014)
M. Kunt, A. Ikonomopoulos, M. Kocher, Second-generation image-coding techniques Proceedings of the IEEE. ,vol. 73, pp. 549- 574 ,(1985) , 10.1109/PROC.1985.13184
D. Chen, A.C. Bovik, Visual pattern image coding IEEE Transactions on Communications. ,vol. 38, pp. 2137- 2146 ,(1990) , 10.1109/26.64656
D. Chen, A.C. Bovik, Hierarchical visual pattern image coding IEEE Transactions on Communications. ,vol. 40, pp. 671- 675 ,(1992) , 10.1109/26.141420
Saeı̈d Saryazdi, Véronique Haese-Coat, Joseph Ronsin, Image representation by a new optimal non-uniform morphological sampling Pattern Recognition. ,vol. 33, pp. 961- 977 ,(2000) , 10.1016/S0031-3203(99)00158-2
P. Salembier, L. Torres, F. Meyer, Chuang Gu, Region-based video coding using mathematical morphology Proceedings of the IEEE. ,vol. 83, pp. 843- 857 ,(1995) , 10.1109/5.387088
P.L. Silsbee, A.C. Bovik, Dapang Chen, Visual pattern image sequence coding IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 3, pp. 291- 301 ,(1993) , 10.1109/76.257218
D. Craievich, A.C. Bovik, Stereo image compression using VPIC international conference on image processing. ,vol. 2, pp. 879- 882 ,(1996) , 10.1109/ICIP.1996.561045
R. Stevenson, G. Arce, Morphological filters: Statistics and further syntactic properties IEEE Transactions on Circuits and Systems. ,vol. 34, pp. 1292- 1305 ,(1987) , 10.1109/TCS.1987.1086067
Demin Wang, C. Labit, J. Ronsin, Segmentation-based motion-compensated video coding using morphological filters IEEE Transactions on Circuits and Systems for Video Technology. ,vol. 7, pp. 549- 555 ,(1997) , 10.1109/76.585934