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Skip to Search Results- 3Computer Vision
- 2Machine Learning
- 1 audio-visual
- 13D reconstruction
- 13D vision
- 1Action Quality Assessment
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Spring 2023
3D reconstruction of quadruped animals is a challenging problem, where key issues lie in their large shape variety and deformation within the same animal species as well as the lack of sufficient training data. In this thesis, we present two approaches toward this task. Our first approach is a...
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Fall 2024
3D character animation plays a pivotal role in video games and film productions. One crucial aspect that captivates audiences is the visual appeal and fluidity of character motion within these digital mediums. However, creating realistic character motion requires significant efforts and...
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Finding Interesting Moments in Videos: Audio-visual and Unsupervised Video Highlight Detection
DownloadSpring 2022
Video is the dominant medium through which we consume information. Due to the sheer volume of video content, it is of great interest in the research community to develop automated ways to make this content manageable. In video highlight detection, our goal is to automatically find interesting...
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Spring 2022
Can AI-driven robots replace sports officials and rehabilitation physicians in assessing the quality of human activities? An AI judging panel can attend to every nuance of an athlete’s performance and bring more just and agility in scoring. The subjectivity of the judging will be removed and no...
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Robust and Accurate Generic Visual Object Tracking Using Deep Neural Networks in Unconstrained Environments
DownloadSpring 2022
The availability of affordable cameras and video-sharing platforms have provided a massive amount of low-cost videos. Automatic tracking of objects of interest in these videos is the essential step for complex visual analyses. As a fundamental computer vision task, Visual Object Tracking aims at...