A simplified and novel technique to retrieve color images from hand-drawn sketch by human

<span lang="EN-US">With the increasing adoption of human-computer interaction, there is a growing trend extracting image through hand-drawn sketches by humans to find out correlated objects from storage unit. A review existing system shows dominant use sophisticated and complex mechanisms where focus more on accuracy less efficiency. Hence, this proposed introduces simplified extraction related using an attribution clustering process cost-effective training scheme. The method uses K-means bag-of-attributes extract essential information sketch. also unique indexing scheme that makes retrieval faster results in retrieving highest-ranked images. Implemented MATLAB, study outcome offers better processing time than feature technique.</span>