DocumentCode
1563997
Title
Content based image retrieval with fuzzy geometrical features
Author
Banerjee, Minakshi ; Kundu, Malay K.
Author_Institution
Machine Intelligence Unit, Indian Stat. Inst., Kolkata, India
Volume
2
fYear
2003
Firstpage
932
Abstract
This paper presents a robust technique for Content Based Image Retrieval (CBIR) using fuzzy edge map of an image. Fuzzy compactness vector is computed from fuzzy edge map thresholded at different levels of the unsegmented image, which also incorporates gray level contrast information embedded in the edges. The resemblance of two images is defined as the similarity between the computed feature vectors.
Keywords
content-based retrieval; edge detection; feature extraction; fuzzy set theory; image retrieval; image segmentation; vectors; CBIR; computed feature vectors; content based image retrieval; fuzzy compactness vector; fuzzy edge map; fuzzy geometrical features; gray level contrast; robust technique; unsegmented image; Content based retrieval; Costs; Fuzzy sets; Histograms; Image edge detection; Image retrieval; Image segmentation; Machine intelligence; Robustness; Shape;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN
0-7803-7810-5
Type
conf
DOI
10.1109/FUZZ.2003.1206556
Filename
1206556
Link To Document