A hybridcontent based image retrieval system based onlocal binary pattern (LBP), color moment (CM) and edges
Hardeep Singh, Dheeraj Agrawal · International Journal of Engineering and Technology · 2017
In this paper a hybrid content based image retrieval system (CBIR) based on local binary pattern (LBP), color moment (CM) and edges have been efficiently used for image retrieval.LBP is used as it is sensible to noise so the neighboring pixels comparison is easy.CM is used as it is efficient in indexing the images based on the color in image retrieval system.Edges can be used to efficiently discover the shape information.So it will be better to combine all the three features and utilized the variable property of all the three.Wang database have been used for the experimentation.All the 10 classes are used for the results comparison.The results suggested that the proposed hybrid method have the capability over individual methods and also over the LBP and CM method in combination in efficient image retrieval.