[HTML][HTML] Improving road safety during nocturnal hours by characterizing animal poses utilizing CNN-based analysis of thermal images

D Mowen, Y Munian, M Alamaniotis - Sustainability, 2022 - mdpi.com
Animal–vehicle collision is a common danger on highways, especially during nighttime
driving. Its likelihood is affected not only by the low visibility during nighttime hours, but also …

Comparative Analysis of Thermogram and Pre-Processed HoG Images Using Machine Learning Classifiers

Y Munian, A Martinez-Molina… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Recently, machine learning models have been widely used to measure the performance of
classification tasks. As per the specific applications, different classifiers are compared and …

AlexNet and Convolutional Neural Network Analysis in Thermogram Images for Automobile Application Using High Performance Computing

Y Munian, I Alsmadi, G Crumrine - … International Symposium on …, 2024 - ieeexplore.ieee.org
Lately, Deep learning and machine learning models have been vividly used in image
classification to measure the accuracy of the proposed model. Deep learning networks …