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Towards real-time object detection on edge with deep neural networks
(University of Missouri--Columbia, 2018)
Despite being a core topic for more than several decades, object detection is still receiving increasing attentions due to its irreplaceable importance in a wide variety of applications. Abundant object detectors based on ...
Automated and non-contact human finger range of motion measurement system
(University of Missouri--Columbia, 2019)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT AUTHOR'S REQUEST.] Measurement of finger active range of motion (ROM) is essential for monitoring the effectiveness of rehabilitative treatments and for evaluating patients' ...
Design and simulation of automatic tape winding system
(University of Missouri--Columbia, 2018)
Based on two-axis manual tape winding machine, this paper describes and developes 3-axis automatic tape winding system. Beginning with motor analysis, discussion on the relationship between motors torque, angular velocity ...
Simulation of spiral-shaped mems human energy harvester using piezoelectric transduction
(University of Missouri--Columbia, 2018)
Energy harvesters are one of the focus areas in the field of research. The complex smart devices and miniaturized electronic design limit the use of traditional wired power source. The need for an efficient human energy ...
Explainable pattern modelling and summarization in sensor equipped smart homes of elderly
(University of Missouri--Columbia, 2020)
In the next several decades, the proportion of the elderly population is expected to increase significantly. This has led to various efforts to help live them independently for longer periods of time. Smart homes equipped ...
Fully automated deep supervised and unsupervised learning approaches for 3D protein cryo-EM density map reconstruction
(University of Missouri--Columbia, 2019)
One of the most important components of the human body is the protein. Protein uses for building and repairing tissues, making enzymes and hormones. It is the essential building block of bones, muscles, cartilages, skin ...
Investigation of the effects of body type on accelerometer based fall detection
(University of Missouri--Columbia, 2019)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI--COLUMBIA AT REQUEST OF AUTHOR.] Precision or personalized medicine follows the idea that analyzing a patient's genome can help stratify patients into treatment groups [1] ...
Data-driven methods for analyzing ballistocardiograms in longitudinal cardiovascular monitoring
(University of Missouri--Columbia, 2019)
Cardiovascular disease (CVD) is the leading cause of death in the US; about 48% of American adults have one or more types of CVD. The importance of continuous monitoring of the older population, for early detection of ...
Human behavior understanding and intention prediction
(University of Missouri--Columbia, 2020)
Human motion, behaviors, and intention are governed by human perception, reasoning, common-sense rules, social conventions, and interactions with others and the surrounding environment. Humans can effectively predict ...
Fast and robust deep neural networks design
(University of Missouri--Columbia, 2020)
In the past few years, we have witnessed a rapid development of deep neural networks in computer vision, from basic image classiffcation tasks to some more advanced applications e.g. object detection and semantic segmentation. ...
Omputational perspectives of memory storage and gamma oscillation within the amygdala
(University of Missouri--Columbia, 2019)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT REQUEST OF AUTHOR.] Background and motivation: Survival is a key trait seen in all animal species. To survive, it is necessary to have the ability to associate fear ...
Improved genetic algorithm for distribution system performance analysis
(University of Missouri--Columbia, 2017)
The incipient smart grid initiative and increasing use of distributed generation, along with classical problems of distribution system reconfiguration and restoration (DSR), have led to the need for efficient and reliable ...
Learning human poses in natural scenes
(University of Missouri--Columbia, 2018)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT AUTHOR'S REQUEST.] The task of human pose estimation in natural scenes is to determine the precise pixel locations of body keypoints. It is very important for many ...
Study of nuclear transmutation using cyclotron for post-CMOS activation of Beta emitters
(University of Missouri--Columbia, 2017)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT REQUEST OF AUTHOR.] A study of post-CMOS fabrication process for radioisotope activation produced by nuclear transmutation is presented. Activation of the precursor occurs ...
Plasmonic platform for super-resolution imaging and applications in biological and nanoenergetic systems
(University of Missouri--Columbia, 2017)
Plasmonics, taking advantages of coupling photons to free electrons in metals, enables prominent electromagnetic field enhancements by concentrating light into subwavelength scales, allowing super resolution imaging, ...
Study of high voltage charge pumping with a resonant piezoelectric device
(University of Missouri--Columbia, 2016)
A lithium niobate piezoelectric transformer (PT) was studied as a high voltage driver for a compact x-ray source. PTs are devices that are commonly found in consumer electronics and typically provide between 100 and 300 ...
A study of power distribution system reconfiguration based on reliability indices
(University of Missouri--Columbia, 2016)
Network reconfiguration is one of the feasible methods for reducing the distribution network loss. The reconfiguration of a distribution system is a process that alters the feeder topological structure by changing the open/ ...
Electrophoretic deposition of graphene enhanced aluminum and bismuth trioxide nanothermite thin films
(University of Missouri--Columbia, 2016)
The work described herein details the characterization of aluminum and bismuth trioxide nanothermite thin films formed by electrophoretic deposition. Additionally, graphene was added to nanothermites before deposition to ...
Design and analysis of a frequency reconfigurable antenna for wireless communication at 5 GHz
(University of Missouri--Columbia, 2016)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT REQUEST OF AUTHOR.] In this research, a frequency reconfigurable antenna was simulated and analyzed. The industry standard simulation suits (CST) was used in the design ...
Moving source localization using doppler frequency shift measurements in sensor network
(University of Missouri--Columbia, 2016)
[ACCESS RESTRICTED TO THE UNIVERSITY OF MISSOURI AT REQUEST OF AUTHOR.] This thesis studies and develops a solution for locating a moving source using Doppler frequency shift measurements in sensor network. The study ...