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Skip to Search Results- 1Ashfaque Mostafa, Tahjid
- 1Azari, Hossein
- 1Chen,Feng
- 1Faraji, Mehdi
- 1Firouzmanesh, Amirhossein
- 1Kamballur Kottayil, Navaneeth
- 2Deep Learning
- 2Image Processing
- 2Image Restoration
- 2InSAR Coherence Estimation
- 2Machine Learning
- 2Magnetic Resonance Imaging
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Fall 2011
3D model is a promising type of multimedia content for entertainment, research and education purposes. This thesis addresses the representation and manipulation of 3D models based on skeletonization, which is a commonly used technique to extract a compact descriptor and effectively capture the...
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Fall 2014
The need for increasingly high resolution 3D models and the cost in processing high resolution polygonal meshes have made 3D point clouds an alternative for many researchers in recent years. Considerable research has been devoted to various areas of point clouds. This thesis presents three...
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A Study of Ensemble Machine Learning Model Architectures for Parkinson’s Disease Detection and Freezing of Gait Forecasting
DownloadFall 2021
Parkinson's Disease (PD) is a major progressive neurological disorder and is extremely difficult to diagnose PD~\cite{pmid23039866} since there are no defined medical tests for this task. The existing approach involves a combination physical examinations, neuroimaging and demographic analysis...
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Spring 2021
Active sensors, such as active cameras and ultrasound transducers, are becoming more popular. One particular type of active camera, the Pan-Tilt-Zoom (PTZ) camera, has become ubiquitous in surveillance platforms. Given their active nature, active cameras are omnipresent in robotic systems as...
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Fall 2022
With the increase in the number of deep learning networks, many excellent methods have been proposed for video segmentation tasks. However, most of the these methods are for learning pattern information. Not as much work has been done in the area of distribution information, which is also useful...
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Fall 2014
We designed independent perceptual video compression that can work with all the available video coding standards. We used fovea as the Human Visual System (HVS) properties in this thesis. In this thesis, first, we describe and compare two available foveation techniques used for images. After...
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Fall 2018
Image quality assessment (IQA) algorithms aim to simulate human judgment of visual quality on an image. These algorithms are essential components of every multimedia pipeline. IQA is divided into full reference(FR) or no reference (NR) depending on the presence or absence of a pristine image...
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Spring 2019
Motion analysis is very important and it has extensive applications in surveillance, smart rooms, and so on. Different types of sensors can be used to capture the required information. One can use eye-gaze system to record eye motion or Kinect or Leap Motion sensors to record 3d keypoints. Even a...
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Fall 2016
Salzvedel Furtado Junior, Antonio Carlos
Motion capture (MoCap) data has always been one of the most important components in the entertainment industry, being widely employed in animated movies and games. Given technological advancements in motion capture technologies, it has been successfully applied to other areas, such as surgical...
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Fall 2012
In this thesis different aspects of stereo-based 3D reconstruction and 3D visualization and manipulation are investigated. The focus of this research is specifically on sampled object representations (SOR) in which the object(s) is (are) shown using a collection of samples such as discrete...