Content-Based Image Retrieval Using Hierarchical Color and Texture Similarity Calculation
International Journal of Advanced Trends in Computer Science and Engineering · 2018
With the evolution of multimedia technology, the usage of large image database has rapidly increased.Content-based image retrieval has come up as an effective method for image retrieval and management.The use of a single image feature for image retrieval gives unsatisfactory results, therefore the usage of multiple image features is more often preferred.This paper introduces a novel method that combines both color and texture features of an image for image retrieval in a hierarchical manner and shows its advantage.This paper also introduces an effective method of image segmentation for feature extraction.The proposed hierarchical approach was applied to the standard INRIA dataset.A significant improvement in the recall and precision is achieved and is shown in the result section.