Learning Wear Patterns on Footwear Outsoles Using Convolutional Neural Networks

Xavier Francis, Hamid Sharifzadeh, Angus Newton +2

Footwear outsoles acquire characteristics unique to the individual wearing them over time. Forensic scientists largely rely on their skills and knowledge, gained through years of e…