20 citations · 102 across the 42 of their papers we have counts for
4 papers · 1 filter
GC-GRU-N for Traffic Prediction using Loop Detector Data
Maged Shoman, Armstrong Aboah, Abdulateef Daud +1
Because traffic characteristics display stochastic nonlinear spatiotemporal dependencies, traffic prediction is a challenging task. In this paper develop a graph convolution gated…
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification
Armstrong Aboah, Yaw Adu-Gyamfi, Senem Velipasalar Gursoy +3
The current paper implements a methodology for automatically detecting vehicle maneuvers from vehicle telemetry data under naturalistic driving settings. Previous approaches have t…
The 1st Data Science for Pavements Challenge
Ashkan Behzadian, Tanner Wambui Muturi, Tianjie Zhang +13
The Data Science for Pavement Challenge (DSPC) seeks to accelerate the research and development of automated vision systems for pavement condition monitoring and evaluation by prov…
A Region-Based Deep Learning Approach to Automated Retail Checkout
Maged Shoman, Armstrong Aboah, Alex Morehead +3
Automating the product checkout process at conventional retail stores is a task poised to have large impacts on society generally speaking. Towards this end, reliable deep learning…