Discovery Projects - Grant ID: DP200100938

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DP200100938

Funding Status
Active

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Funded Activity Summary

Automatic Machine Learning with Imperfect Data for Video Analysis . This project aims to propose new algorithms and technologies for constructing an efficient video analysis system, which will be aligned with Australia’s science and research priorities. Specifically, during this project, a novel network structure search method based on auto machine learning will be proposed, an unsupervised domain adaptation algorithm will be developed, and a generative data augmentation method will be constructed. All of these will construct a stable and efficient deep neural network, which is able to process large size videos captured from real scenarios in high efficiencies. Various fields, such as health care service and cybersecurity, will benefit hugely from this project.

Funded Activity Details

Start Date: 01-05-2020

End Date: 31-03-2024

Funding Scheme: Discovery Projects

Funding Amount: $486,000.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Neural, Evolutionary and Fuzzy Computation | Pattern Recognition and Data Mining | Computer Vision | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Film and Video Services (excl. Animation and Computer Generated Imagery) | Electronic Information Storage and Retrieval Services |

Other Keywords

Artificial Intelligence and Image Processing | Computer Vision | Electronic Information Storage and Retrieval Services | Film and Video Services (excl. Animation and Computer Generated Imagery) | Neural, Evolutionary and Fuzzy Computation | Pattern Recognition and Data Mining

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