9 citations · 21 across the 5 of their papers we have counts for
5 papers
Glucose Control, Sleep, Obesity, and Real-World Driver Safety at Stop Intersections in Type 1 Diabetes
Ashirwad Barnwal, Anuj Sharma, Luis Riera-Garcia +6
Background: Diabetes is associated with obesity, poor glucose control and sleep dysfunction which impair cognitive and psychomotor functions, and, in turn, increase driver risk. Ho…
Sugar and Stops in Drivers with Insulin-Dependent Type 1 Diabetes
Ashirwad Barnwal, Pranamesh Chakraborty, Anuj Sharma +6
Diabetes is a major public health challenge worldwide. Abnormal physiology in diabetes, particularly hypoglycemia, can cause driver impairments that affect safe driving. While diab…
Quantization-Guided Training for Compact TinyML Models
Sedigh Ghamari, Koray Ozcan, Thu Dinh +4
We propose a Quantization Guided Training (QGT) method to guide DNN training towards optimized low-bit-precision targets and reach extreme compression levels below 8-bit precision.…
Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions
Luis Riera, Koray Ozcan, Jennifer Merickel +3
In this paper, we present a novel model to detect lane regions and extract lane departure events (changes and incursions) from challenging, lower-resolution videos recorded with mo…
Accelerometer based Activity Classification with Variational Inference on Sticky HDP-SLDS
Mehmet Emin Basbug, Koray Ozcan, Senem Velipasalar
As part of daily monitoring of human activities, wearable sensors and devices are becoming increasingly popular sources of data. With the advent of smartphones equipped with accelo…