This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming acce[...]

Energy managers responsible for large real-estate portfolios typically review Energy Star scores and Energy Use Intensity (EUI) to determine which facilities to target fo[...]

The estimation and reconstruction of 3D architectural structures is of great interest in computer vision, as well as cultural heritage. This dissertation proposes a novel[...]

Some of the least studied vehicle types in the urban and suburban traffic environment are school buses. Their dynamic deficiencies, as well as the two additional rules th[...]

A long-standing problem in knot theory concerns the additivity of crossing numbers of links under the connected sum operation. It is conjectured that if <italic>L<[...]

This dissertation presents a new computational system that seeks to estimate the inverse mechanics of a bone fracture from 3D CT images. One image provides a model of an [...]

As wireless communication standards evolve to utilize wider bandwidths and higherorder modulation schemes, such as 1024-QAM, careful attention must be placed on the embed[...]

Received radio frequency (RF) signal strength provides a cost-effective mechanism for distance estimation that is popularly used for range-based localization in wireless [...]

Development of accelerators for deep learning accelerators have been gaining a lot of popularity due to sheer amount computation performed by deep learning algorithms. Fr[...]

A new infrared (IR) sensor was developed for application in closed-loop feedback printer calibration as it relates to monochrome (black toner only) laser printers. The t[...]