Instant Bag-of-Words served on a laptop

Authors:
Jasper Uijlings;Ork de Rooij;Daan Odijk;Arnold Smeulders;Marcel Worring
Affiliations:
University of Amsterdam, Amsterdam, The Netherlands;University of Amsterdam, Amsterdam, The Netherlands;University of Amsterdam, Amsterdam, The Netherlands;University of Amsterdam, Amsterdam, The Netherlands;University of Amsterdam Amsterdam, The Netherlands
Venue:
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Year:
2011

Citing 3
Cited 0

Randomized Clustering Forests for Image Classification

IEEE Transactions on Pattern Analysis and Machine Intelligence
MediaTable: Interactive Categorization of Multimedia Collections

IEEE Computer Graphics and Applications
Real-Time Visual Concept Classification

IEEE Transactions on Multimedia

Quantified Score

Hi-index	0.00

Visualization

Abstract

This demo showcases our realtime implementation of concept classification using the Bag-of-Words method embedded within MediaTable, our interactive categorization tool for large multimedia collections. MediaTable allows the users to open images from disk or download these directly from the internet. Each image is then processed using the Bag-of-Words method, which computes classification scores for 20 distinct concepts classes on the fly. These are then seamlessly displayed in the interface.