Deep Learning-based Vehicle Detection
Project Card
A vehicle detection application for vision-based Intelligent Transportation Systems (ITS). It utilizes roadway camera outputs to apply video processing techniques and extracts the desired information, i.e., vehicles' visual features, using Faster R-CNN algorithm. The work was later funded by Guilan Science and Technology Park. The results were published in the paper referenced below:
A. Tourani, S. Soroori, A. Shahbahrami, S. Khazaee, and A. Akoushideh, "A Robust Vehicle Detection Approach based on Faster R-CNN Algorithm," 4th International Conference on Pattern Recognition and Image Analysis (IPRIA), pp. 119-123, Tehran, Iran, 2019, DOI: 10.1109/PRIA.2019.8785988.