arXiv Open Access 2014

A Topic Model Approach to Multi-Modal Similarity

Rasmus Troelsgård Bjørn Sand Jensen Lars Kai Hansen

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Abstrak

Calculating similarities between objects defined by many heterogeneous data modalities is an important challenge in many multimedia applications. We use a multi-modal topic model as a basis for defining such a similarity between objects. We propose to compare the resulting similarities from different model realizations using the non-parametric Mantel test. The approach is evaluated on a music dataset.

Topik & Kata Kunci

cs.IR stat.ML

Penulis (3)

Rasmus Troelsgård

Bjørn Sand Jensen

Lars Kai Hansen

Format Sitasi

APA MLA BibTeX

Troelsgård, R., Jensen, B.S., Hansen, L.K. (2014). A Topic Model Approach to Multi-Modal Similarity. https://arxiv.org/abs/1405.6886

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Informasi Jurnal

Tahun Terbit: 2014
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓