84 citations · 174 across the 13 of their papers we have counts for
19 papers
Integration of Roadside Camera Images and Weather Data for Monitoring Winter Road Surface Conditions
Juan Carrillo, Mark Crowley
During the winter season, real-time monitoring of road surface conditions is critical for the safety of drivers and road maintenance operations. Previous research has evaluated the…
Design of Efficient Deep Learning models for Determining Road Surface Condition from Roadside Camera Images and Weather Data
Juan Carrillo, Mark Crowley, Guangyuan Pan +1
Road maintenance during the Winter season is a safety critical and resource demanding operation. One of its key activities is determining road surface condition (RSC) in order to p…
Semantic Workflows and Machine Learning for the Assessment of Carbon Storage by Urban Trees
Juan Carrillo, Daniel Garijo, Mark Crowley +3
Climate science is critical for understanding both the causes and consequences of changes in global temperatures and has become imperative for decisive policy-making. However, clim…
Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey
Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray +1
Multidimensional Scaling (MDS) is one of the first fundamental manifold learning methods. It can be categorized into several methods, i.e., classical MDS, kernel classical MDS, met…
Roweisposes, Including Eigenposes, Supervised Eigenposes, and Fisherposes, for 3D Action Recognition
Benyamin Ghojogh, Fakhri Karray, Mark Crowley
Human action recognition is one of the important fields of computer vision and machine learning. Although various methods have been proposed for 3D action recognition, some of whic…
Active Measure Reinforcement Learning for Observation Cost Minimization
Colin Bellinger, Rory Coles, Mark Crowley +1
Standard reinforcement learning (RL) algorithms assume that the observation of the next state comes instantaneously and at no cost. In a wide variety of sequential decision making…