Title :
Dominant colors of partition and texture features based image retrieval
Author :
Pengbo, Zhu ; Fang, Liu
Author_Institution :
Sch. of Comput. Sci. & Technol., Xidian Univ., Xi´´an, China
Abstract :
A novel and efficient scheme for image retrieval using both dominant colors of partition and texture features is presented. Partitioning the image and extracting the dominant colors features to get a spatial color feature vector of partition of the original image, we distill the texture features of the image. Similarity measuring of the images is made with the two kinds of feature vectors. The method is more effective because it involves more information of the image.
Keywords :
feature extraction; image colour analysis; image retrieval; image texture; multimedia databases; visual databases; dominant colors; feature extraction; image partitioning; image retrieval; multimedia database; similarity measuring; spatial color feature vector; texture features; Color; Data mining; Extraterrestrial measurements; Frequency; Histograms; Image databases; Image retrieval; Information retrieval; Multimedia databases; Spatial databases;
Conference_Titel :
Signal Processing, 2002 6th International Conference on
Print_ISBN :
0-7803-7488-6
DOI :
10.1109/ICOSP.2002.1180996