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A Machine Learning Perspective to Image Processing and Understanding

Project Member(s): Tao, D.

Funding or Partner Organisation: Huawei Technologies Co. Ltd.

Start year: 2014

Summary: It has been widely identified and acknowledged that machine learning algorithms are valuable to boost the performance of image processing and understanding problems. In this project we will consider developing new machine learning algorithms (latent variable model and coupled learning) for high level image understanding and low level image processing/enhancement.

Publications:

Tian, D & Tao, D 2017, 'Global Hashing System for Fast Image Search', IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 79-89.
View/Download from: UTS OPUS or Publisher's site

FOR Codes: Computer Vision, Information Processing Services (incl. Data Entry and Capture), Film and Video Services (excl. Animation and Computer Generated Imagery), Pattern Recognition and Data Mining, Image Processing, Mobile Data Networks and Services