Relevance Feedback Content-Based Image Rertieval with Hierarchical Gaussian Process Bandits
published: Aug. 6, 2013, recorded: April 2013, views: 3021
Report a problem or upload filesIf you have found a problem with this lecture or would like to send us extra material, articles, exercises, etc., please use our ticket system to describe your request and upload the data.
Enter your e-mail into the 'Cc' field, and we will keep you updated with your request's status.
A content-based image retrieval system based on relevance feedback is proposed. The system relies on an interactive search paradigm where at each round a user is presented with k images and selects the one closest to her target. The approach based on hierarchical Gaussian Process bandits is used to trade exploration and exploitation in presenting the images in each round. Experimental results show that the new approach compares favorably with previous work.
Link this pageWould you like to put a link to this lecture on your homepage?
Go ahead! Copy the HTML snippet !