Content Based Image Retrieval Using CS-LBP, LPQ and GLCM
Meenakshi Garg
Broschiertes Buch

Content Based Image Retrieval Using CS-LBP, LPQ and GLCM

Basics, Concept and Novel Algorithm

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A new image retrieval technique based on Content Based Image Retrieval has been introduced. This technique is useful for different kind of datasets. CSLBP (center-symmetric local binary patterns) has been extracted from the original image to obtain the local information. LPQ (local phase quantisation) is also insensitive against another image degradation, blur effect. This is common illumination and blurs insensitive feature extraction. Co-occurrence of pixel pairs in local pattern map has been observed in different directions and distances using gray level co-occurance matrix. For similarity ...