6 citations · 16 across the 4 of their papers we have counts for
4 papers
An experimental system for detection and localization of hemorrhage using ultra-wideband microwaves with deep learning
Eisa Hedayati, Fatemeh Safari, George Verghese +4
Stroke is a leading cause of mortality and disability. Emergent diagnosis and intervention are critical, and predicated upon initial brain imaging; however, existing clinical imagi…
Deep Convolutional Autoencoder for Assessment of Drive-Cycle Anomalies in Connected Vehicle Sensor Data
Anthony Geglio, Eisa Hedayati, Mark Tascillo +3
This work investigates a practical and novel method for automated unsupervised fault detection in vehicles using a fully convolutional autoencoder. The results demonstrate the algo…
Machine learning method for light field refocusing
Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos
Light field imaging introduced the capability to refocus an image after capturing. Currently there are two popular methods for refocusing, shift-and-sum and Fourier slice methods.…
Light Field Compression by Residual CNN Assisted JPEG
Eisa Hedayati, Timothy C. Havens, Jeremy P. Bos
Light field (LF) imaging has gained significant attention due to its recent success in 3-dimensional (3D) displaying and rendering as well as augmented and virtual reality usage. N…