Discovery Early Career Researcher Award - Grant ID: DE190101315

Funding Activity

Website
http://dataportal.arc.gov.au/NCGP/Web/Grant/Grant/DE190101315

Funding Status
Closed

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Funded Activity Summary

Towards extreme object detection. This project aims to provide a comprehensive and practical extreme object detection system considering three extreme object detection challenges, that is small and distance objects, occluded objects and sparse (rare) objects. Reliable extreme object detection is critical for intelligent agents in many aspects and is becoming increasingly important for developing a smart nation by building intelligent transportation and smart cities. To design and develop such an effective system, this project provides novel scale-invariant learning, occlusion-robust learning and semi-supervised learning solutions to address the corresponding challenges. The project is expected to have a significant impact on a broad array of application areas including autonomous vehicles, robotics, and intelligent surveillance cameras.

Funded Activity Details

Start Date: 10-05-2019

End Date: 18-08-2021

Funding Scheme: Discovery Early Career Researcher Award

Funding Amount: $401,886.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Pattern Recognition and Data Mining | Computer Vision | Knowledge Representation and Machine Learning | Artificial Intelligence and Image Processing

ANZSRC Socio-Economic Objective (SEO)

Film and Video Services (excl. Animation and Computer Generated Imagery) | Information Processing Services (incl. Data Entry and Capture) | 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) | Information Processing Services (incl. Data Entry and Capture) | Knowledge Representation and Machine Learning | Pattern Recognition and Data Mining

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