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Filtering by: Committee Member Todorovic, Sinisa Remove constraint Committee Member: Todorovic, Sinisa Committee Member Fern, Xiaoli Z. Remove constraint Committee Member: Fern, Xiaoli Z.

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  • Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression

    Creator:
    Wang, Xinyao
    Abstract:
    Heatmap regression has became one of the mainstream approaches to localize facial landmarks. As Convolutional Neural Network (CNN) and Recurrent Neural Network (RNN) are becoming popular in solving computer vision tasks, extensive research has been done on these architectures. However, the loss function for heatmap regression is rarely studied. In...
    Resource Type:
    Masters Thesis
    Full Text:
    Computer Vision was started in Professor Sinisa Todorovic’s class. Thanks Professor Ren Guo for willing to

  • Infant Hand Detection and Tracking

    Creator:
    Mishra, Shridhar
    Abstract:
    Hand detection is a fundamental step for many hand-related computer vision tasks, such as gesture recognition, hand pose estimation, hand sign language translation, and so on. However, robustly detecting hands is a challenging task because of drastic changes in appearance based on finger articulation and changes in lighting conditions, camera...
    Resource Type:
    Masters Thesis
    Full Text:
    also thank Prof Alan Fern, Sinisa Todorovic, and Xiaoli Fern for mentoring me throughout the work done