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Grant Award View - GA28536-V1
Deep attribute-aware hashing for cross retrieval
GA ID:
GA28536-V1
Agency:
Australian Research Council
Approval Date:
27-Nov-2018
Variation Publish Date:
16-Jul-2019
Variation Date:
16-Jul-2019
Category:
Science, Technology, Engineering and Mathematics (STEM) Research
Grant Term:
10-Jan-2019 to 9-Jan-2022
Value (AUD):
$262,000.00
(GST inclusive where applicable)
Varies:
GA28536
- Deep attribute-aware hashing for cross retrieval
One-off/Ad hoc:
No
Aggregate Grant Award:
No
PBS Program Name:
ARC 18/19 Discovery
Grant Program:
Discovery Projects
Grant Activity:
Deep attribute-aware hashing for cross retrieval
Purpose:
This project aims to enable individuals, industries and governments, to freely access vital and linked information carried in different media types from different sources by developing a deep attribute-aware framework that embeds heterogeneous features into a shared data space to achieve effective and efficient cross system information retrieval. With the proliferation of heterogeneous data sources, there is an urgent need to enable search and retrieval across different media types and domains. The framework developed by the project uses deep learning methods to develop meaningful image attributes to positively bridge the modality gap and the domain gap when hash functions are affixed to data. This project will significantly advance the research of multimedia retrieval, and benefit a series of related research problems whenever heterogeneous multimedia data are involved in their applications.
GO ID:
GO Title:
Discovery Projects commencing in 2019
Internal Reference ID:
DP19 Round 1
Selection Process:
Targeted or Restricted Competitive
Confidentiality - Contract:
No
Confidentiality - Outputs:
No
Grant Recipient Details
Recipient Name:
The University of Queensland
Recipient ABN:
63 942 912 684
Grant Recipient Location
Suburb:
ST LUCIA
Town/City:
ST LUCIA
Postcode:
4067
State/Territory:
QLD
Country:
AUSTRALIA
Grant Delivery Location
State/Territory:
QLD
Postcode:
4067
Country:
AUSTRALIA