Color segmentation by ordered mergings

作者: J. Angulo , J. Serra

DOI: 10.1109/ICIP.2003.1246632

关键词: Artificial intelligenceComputer visionMathematicsColor quantizationScale-space segmentationColor histogramPattern recognitionColor imageColor normalizationColor balanceColor spaceImage segmentation

摘要: The paper deals with the use of various color pieces information for segmenting images and sequences mathematical morphology operators. It is divided in four parts. first one concerning choice space suitable morphological processing. a connection which induces specific segmentation discussed. authors then present approach based on nonparametric pyramid watersheds, comparative study different gradients. Another multiscale algorithm introduced, relying merging chromatic-achromatic partitions ordered by saturation component.

参考文章(13)
Serge Beucher, Watershed, Hierarchical Segmentation and Waterfall Algorithm international symposium on memory management. pp. 69- 76 ,(1994) , 10.1007/978-94-011-1040-2_10
Jean Serra, Connections for sets and functions Fundamenta Informaticae. ,vol. 41, pp. 147- 186 ,(2000) , 10.3233/FI-2000-411206
Luis Garrido, Philippe Salembier, David Garcia, None, Extensive operators in partition lattices for image sequence analysis Signal Processing. ,vol. 66, pp. 157- 180 ,(1998) , 10.1016/S0165-1684(98)00004-8
A.G. Hanbury, J. Serra, Morphological operators on the unit circle IEEE Transactions on Image Processing. ,vol. 10, pp. 1842- 1850 ,(2001) , 10.1109/83.974569
Jose Crespo, Jean C. Serra, MORPHOLOGICAL PYRAMIDS FOR IMAGE CODING visual communications and image processing. ,vol. 2094, pp. 159- 170 ,(1993) , 10.1117/12.157924
G. Sharma, H.J. Trussell, Digital color imaging IEEE Transactions on Image Processing. ,vol. 6, pp. 901- 932 ,(1997) , 10.1109/83.597268
Claire-Hélène Demarty, Serge Beucher, Color segmentation algorithm using an HLS transformation ISMM '98 Proceedings of the fourth international symposium on Mathematical morphology and its applications to image and signal processing. pp. 231- 238 ,(1998)