Informace o projektu

Centrum pro multi-modální interpretaci dat velkého rozsahu

Logo poskytovatele
Kód projektu
GBP103/12/G084 (kod CEP: GBP103/12/G084)
Období řešení
1/2012 - 12/2018
Investor / Programový rámec / typ projektu
Grantová agentura ČR
Fakulta / Pracoviště MU
Fakulta informatiky
Spolupracující organizace
Univerzita Karlova v Praze
Západočeská univerzita v Plzni
České vysoké učení technické v Praze

The project aims at exploiting large collections of unlabeled multi-modal data, mainly video footage, to further state-of-the-art in video, audio and natural language understanding, interpretation, annotation and retrieval by combining unsupervised and semi-supervised learning. It will address problems that are very difficult (some probably impossible) to solve in a single modality by adopting an interdisciplinary approach. Progress in individual research areas - vision, natural language processing and speech will be achieved by co-training and by exploiting results of other modalities as cross-training data. For efficient processing of large data collections appearing in all modalities, the project will also concern generic problems of organization, indexing, and searching based on similarity that is fundamental for building real-life applications.

Publikace

Počet publikací: 49


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