Interactive region-based retrieval

Andrei Bursuc; Titus Zaharia; Françoise Prêteux

doi:10.1117/12.903058

9 September 2011 Interactive region-based retrieval

Andrei Bursuc, Titus Zaharia, Françoise Prêteux

Proceedings Volume 8136, Mathematics of Data/Image Pattern Coding, Compression, and Encryption with Applications XIII; 81360E (2011) https://doi.org/10.1117/12.903058
Event: SPIE Optical Engineering + Applications, 2011, San Diego, California, United States

Abstract

This paper presents a novel method for retrieving different instances of a region or object of interest in a video database. We propose three dynamic region construction and matching algorithms aiming at obtaining the most similar instance of the query model from each candidate image. The first two involve a greedy, dynamic region construction method. The third is based on simulated annealing, and aims at determining a global optimum. An interactive selection mechanism allows the user to select an object directly from the video and to start a query using as input this information in order to access visually similar content. Experimental results show promising performances, with object detection rates of up to 81%.

Citation Download Citation

Andrei Bursuc, Titus Zaharia, and Françoise Prêteux "Interactive region-based retrieval", Proc. SPIE 8136, Mathematics of Data/Image Pattern Coding, Compression, and Encryption with Applications XIII, 81360E (9 September 2011); https://doi.org/10.1117/12.903058

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