Leading ITS team and Managing all its products.

Design and Developing License Plate Recognition (LPR) and Speedometer System. In this project, we use image-processing and machine learning techniques to identify vehicles by their license plates and also estimate their velocities in highways. The main parts of this project are to grab frames, detect candidate licenses in a frame, segment characters of a plate and finally Recognize characters and plate numbers. The elements which we used in this projects are 1)An embedded smart camera… Show more Design and Developing License Plate Recognition (LPR) and Speedometer System. In this project, we use image-processing and machine learning techniques to identify vehicles by their license plates and also estimate their velocities in highways. The main parts of this project are to grab frames, detect candidate licenses in a frame, segment characters of a plate and finally Recognize characters and plate numbers. The elements which we used in this projects are 1)An embedded smart camera 2)Infra-red illuminators 3)Customized Linux operating system 4)Real-time LPR software 5)Web-application program as an interface of our embedded camera. 6)A server-side Web application that connects to all our cameras network. 7)Database to record/fetch data.I have been involved in all this part especially in customizing Linux OS and developing a driver for our camera and developing our real-time LPR software(mainly developed in C++ using OpenCV library Show less

Design and Developing Software which estimate the angular velocity of one plane based on grabbed images of that plane in different position

Teaching Artificial Intelligence