Discovery Projects - Grant ID: DP160104058

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP160104058

Funding Status
Closed

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Funded Activity Summary

Scalable Cross-Media Hashing for Searching Heterogeneous Data Sources. This project aims to use novel indexing and search approaches to realise the value of multimedia data. The ever-increasing availability and heterogeneity of multimedia data are calling for new approaches to search information across different media types and data sources. This project aims to enable accurate and real-time cross-media searches from billions of multimedia objects collected from various media sources by tackling the heterogeneity and scalability issues. Expected outcomes include scalable cross-media hashing techniques to capture implicit correlations existing in heterogeneous data and embed high-dimensional features into short binary codes; new binary code indexing and ranking schemes to further improve search speed and quality; and a large-scale cross-media system to evaluate methods and demonstrate the practical value.

Funded Activity Details

Start Date: 01-01-2016

End Date: 21-08-2017

Funding Scheme: Discovery Projects

Funding Amount: $295,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Information Systems | Pattern Recognition and Data Mining | Database Management | Information Retrieval and Web Search |

ANZSRC Socio-Economic Objective (SEO)

Information Processing Services (incl. Data Entry and Capture) | Electronic Information Storage and Retrieval Services

Other Keywords

Database Management | Electronic Information Storage and Retrieval Services | Information Processing Services (incl. Data Entry and Capture) | Information Retrieval and Web Search | Information Systems | Pattern Recognition and Data Mining

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