Multi-Resolution Region-based Image Similarity Modelling - Jovic, Mladen;Stejic, Zoran;Hirota, Kaoru
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The huge amount of data as well as the complexity of individual objects are limiting factors for analysis and exploration of real data sets. These challenges are by developing new effective and efficient concepts for data analysis and data handling via data modelling. As a result, motivation for multi-resolution Image Similarity Modeling and a tendency towards multi-resolution image similarity modeling are at the core of the thesis. An exhaustive evaluation of the global, region-based and multi-resolution image similarity models is done on four different databases.

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Produktbeschreibung
The huge amount of data as well as the complexity of individual objects are limiting factors for analysis and exploration of real data sets. These challenges are by developing new effective and efficient concepts for data analysis and data handling via data modelling. As a result, motivation for multi-resolution Image Similarity Modeling and a tendency towards multi-resolution image similarity modeling are at the core of the thesis. An exhaustive evaluation of the global, region-based and multi-resolution image similarity models is done on four different databases.
Autorenporträt
Mladen Jovic is a Senior Software engineer and Researcher with over 16 years experience in design, implementation and evaluation of algorithms, prototypes, and production-level components for analysis and retrieval of multimedia information (images, videos, and text). Graduated at BUTE, Hungary, got his Master at RWTH Aachen Germany.