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Filtering by: Committee Member Todorovic, Sinisa Committee Member Turkan, Yelda

Automated Monitoring of Modular Construction Factories using Computer Vision

Creator:

Panahi, Roshan

Abstract:

Modular construction is increasingly seen as an efficient construction method in terms of time, cost, and energy. The full realization of these advantages partly relies on the efficiency of the production process inside the modular factories, which currently rely on tedious manual monitoring methods or expensive automated techniques. As a...

Resource Type:

Dissertation

Full Text:

also grateful to the members of my dissertation committee: Dr. Yelda Turkan, Dr. Sinisa Todorovic
Towards Annotation-Efficient Video Representation Learning

Creator:

Patravali, Jay Sanjay

Abstract:

Labeling videos is costly, time-consuming and tedious. These costs can escalate in applications such as medical diagnosis or autonomous driving where we need domain expertise for annotation. Few-shot action recognition aims to solve this problem by annotation-efficient learning mechanisms. This thesis presents MetaUVFS as the first Unsupervised Meta-learning algorithm for...

Resource Type:

Masters Thesis

Full Text:

meticulous approach to- wards problem-solving is inspiring. I thank my thesis committee: Prof. Sinisa
Deep Convolutional Network on Point Clouds for 3D Scene Understanding

Creator:

Wu, Wenxuan

Abstract:

As one of the most popular data types, the point cloud is widely used in various appli- cations, including computer vision, computer graphics and robotics. The capability to directly measure 3D point clouds is invaluable in those applications as depth information could remove a lot of the segmentation ambiguities in...

Resource Type:

Dissertation

Full Text:

and always get the advises I need for my projects. I am also thankful for Prof. Sinisa Todorovic