Now showing items 181-183 of 183
A Real-Time Server Based Approach for Safe and Timely Intersection Crossings
(Virginia Tech, 2019-05-31)
Safe and efficient traffic control remains a challenging task with the continued increase in the number of vehicles, especially in urban areas. This manuscript focuses on traffic control at intersections, since urban roads ...
Exploring Per-Input Filter Selection and Approximation Techniques for Deep Neural Networks
(Virginia Tech, 2019-06-21)
We propose a dynamic, input dependent filter approximation and selection technique to improve the computational efficiency of Deep Neural Networks. The approximation techniques convert 32 bit floating point representation ...
Deep Learning Neural Network-based Sinogram Interpolation for Sparse-View CT Reconstruction
(Virginia Tech, 2019-06-14)
Computed Tomography (CT) finds applications across domains like medical diagnosis, security screening, and scientific research. In medical imaging, CT allows physicians to diagnose injuries and disease more quickly and ...