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TAG: Big Data
World’s best Coco
The Microsoft COCO Captioning Challenge is designed to spur the development of algorithms producing image captions that are informative and accurate. There are 18 teams all together and our attributes based image captioning framework currently achieves the best result on 3 evaluation metrics (BLEU-1,2,3) out of 7. We also achieve the top-5 ranking on the […]
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ACVT semantic image segmentation technique tops in the PASCAL VOC Challenge
Researchers at ACVT have developed new “Deep Structured Learning” techniques that set up the new state-of-the-art semantic image segmentation record in the PASCAL VOC Challenge, which is organised by Oxford University. Semantic image segmentation is one of the tasks and probably the most challenging one, which is to label each pixel in images. Deep Learning is the […]
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CRC Success
It has just been announced that the Data to Decisions (D2D) CRC application was successful. The ACVT forms a major node of the D2D CRC, being responsible for the analytics program within the CRC. The aim of the D2D CRC is to develop robust data analysis tools applicable to problems of importance to Defence, and […]
ARC LIEF Grant Success
ACVT has been awarded $210,000 through the ARC Linkage Infrastructure and Equipment Facilities (LIEF) program to further develop its Machine Learning capacity. Machine learning is responsible for many recent advances in image-based information analysis, from finding minerals in satellite images, to image-based guidance of autonomous vehicles. This progress is due to new methods for learning […]
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Computational infrastructure for machine learning in computer vision (LE130100156)
ACVT has been awarded an ARC LIEF Grant valued at $210,000. The funding will facilitate the acquisition of equipment and infrastructure to support the ACVTs work in Machine Learning. The CIs on the project are Prof. Anton van den Hengel, Prof. Ian Reid, Prof. David Suter, Dr Anthony Dick and Dr Chunhua Shen. Machine learning […]
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ACVT research being applied to solve "Big Data" problems
The ACVT has been awarded two contracts to work with the Defence Systems Innovation Centre (DSIC) in the area of Big Data. Big Data Intelligence Platform: Defence and Intelligence agencies are faced with an ever-increasing amount of incoming data. The ability to extract actionable intelligence from this data, whilst using limited manpower, will require new […]
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PSRF Grant success
The ACVT was recently awarded two grants from the Premier’s Science and Research Fund: A $590,000 grant for an aerial and satellite imagery exploitation program: Led by Professor Anton van den Hengel from the University of Adelaide, this project aims to develop capability in modern aerial and satellite image processing, and will initially focus on […]
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