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| HAL: hal-00486129, version 1 |
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| International Conference of ACM Multimedia (ACM'MM2005), Singapour (2005) |
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| Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile Devices |
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| Antoine Pigeau 1, 2Marc Gelgon 1, 2 |
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| (2005-11) |
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| Usage of mobile devices (phones, digital cameras) raises the need for organizing large personal image collections. In accordance with studies on user needs, we propose a statistical criterion and an associated optimization technique, relying on geo-temporal image metadata, for building and tracking a hierarchical structure on the image collection. In a mixture model framework, particularities of the application and typical data sets are taken into account in the design of the scheme (incrementality, ability to cope with non-Gaussian data, with both small and large samples). Results are reported on real data sets. |
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| 1: | Laboratoire d'Informatique de Nantes Atlantique (LINA) |
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CNRS : UMR6241 – Université de Nantes – École Nationale Supérieure des Mines - Nantes |
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| 2: | ATLAS (INRIA) |
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INRIA – Université de Nantes |
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| Subject | : | Computer Science/Multimedia |
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| hal-00486129, version 1 | |
| http://hal.archives-ouvertes.fr/hal-00486129 | |
| oai:hal.archives-ouvertes.fr:hal-00486129 | |
| From: Antoine Pigeau | |
| Submitted on: Tuesday, 25 May 2010 10:36:47 | |
| Updated on: Thursday, 27 May 2010 13:52:30 | |
