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Convolutional Neural Network based Age Estimation from Facial Image and Depth Prediction from Single Image

Qiu, Jiayan

Description

Convolutional neural network (CNN), one of the most commonly used deep learning methods, has been applied to various computer vision and pattern recognition tasks, and has achieved state-of-the-art performance. Most recent research work on CNN focuses on the innovations of the structure. This thesis explores both the innovation of structure and final label encoding of CNN. To evaluate the performance of our proposed network structure and label encoding method,...[Show more]

CollectionsOpen Access Theses
Date published: 2016-01
Type: Thesis (MPhil)
URI: http://hdl.handle.net/1885/102510

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