Browse Dissertations and Theses - Electrical and Computer Engineering by Contributor "Huang, Thomas"

  • Yu, Hanchao (2019-10-09)
    3D-2D medical image matching is a crucial task in image-guided surgery, image-guided radiation therapy and minimally invasive surgery. The task relies on identifying the correspondence between a 2D reference image and the ...

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  • Xu, Ning (2017-12-06)
    Image and video object selection present fundamental research problems in the computer vision field and have many practical applications. They are important technologies in image and video editing, film production, robotics ...

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  • Bui, Huy Quang (2015-04-21)
    The recovery of image data from noisy and limited measurements is an important problem in image processing with many practical applications. Despite great improvements in imaging devices over the past few years, the need ...

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  • Wang, Jiangping (2017-07-06)
    This dissertation studies two aspects of feature learning: representation learning and metric in feature space, from a machine learning perspective. Feature learning is a fundamental problem in computer vision and machine ...

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  • Xu, Ning (2015-01-21)
    In this thesis, we study how semantics can improve image categorization. Previous image categorization approaches mostly neglect semantics, which has two major limitations. First, object classes have semantic overlaps. ...

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  • Wang, Zhangyang (2016-10-28)
    Deep learning models have had tremendous impacts in recent years, while a question has been raised by many: Is deep learning just a triumph of empiricism? There has been emerging interest in reducing the gap between the ...

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  • Cheng, Hsien Ting (2015-01-21)
    We addressed the fundamental problem of computer vision: segmentation and recognition, in the space-time domain. With the knowledge that generic image segmentation introduces unstable regions due to illumination, com- ...

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