학술논문

An online system for gathering image similarity judgements
Document Type
Conference
Source
Proceedings of the 15th ACM international conference on Multimedia. :565-568
Subject
NN k networks
image similarity
relevance feedback
Language
English
Abstract
We describe an online application that allows users to provide similarity judgements whilst browsing a collection of 60,000 photographs. One immediate goal is to modify the initial browsing structure in response to the feedback. We thus suggest a long-term relevance feedback technique that integrates user information over multiple sessions. The principal role of the system, however, is that of a tool for acquiring a rich dataset of similarity relationships between images which we plan to make available to the community and which can be used for training and evaluation purposes. Two particular ways of how to use the data will be described in detail.

Online Access