Prottoy Paul

Work place: American International University-Bangladesh, Faculty of Science & Information Technology Dhaka, 1212, Bangladesh



Research Interests: Computer systems and computational processes, Artificial Intelligence, Computational Learning Theory, Computer Vision, Evolutionary Computation, Neural Networks, Pattern Recognition, Network Architecture, Image Processing, Data Structures and Algorithms


Prottoy Paul is an undergraduate student of Computer Science and Engineering under the Department of Science and Information Technology of American International University Bangladesh. His research interests and passion are mostly based on Computer Vision and Pattern Recognition, Image processing, Artificial Neural Network, Color Segmentation, Machine Learning, Object Tracking and Detection, Evolutionary Computation.

Author Articles
Traffic Sign Detection based on Color Segmentation of Obscure Image Candidates: A Comprehensive Study

By Dip Nandi A. F. M. Saifuddin Saif Prottoy Paul Kazi Md. Zubair Seemanta Ahmed Shubho

DOI:, Pub. Date: 8 Jun. 2018

Automated Vehicular System has become a necessity in the current technological revolution. Real Traffic sign detection and recognition is a vital part of that system that will find roadside traffic signs to warn the automated system or driver beforehand of the physical conditions of roads. Mostly, researchers based on Traffic sign detection face problems such as locating the sign, classifying it and distinguishing one sign from another. The most common approach for locating and detecting traffic signs is the color information extraction method. The accuracy of color information extraction is dependent upon the selection of a proper color space and its capability to be robust enough to provide color analysis data. Techniques ranging from template matching to critical Machine Learning algorithms are used in the recognition process. The main purpose of this research is to give a review based on methods and framework of Traffic Sign Detection and Recognition solution and discuss also the current challenges of the whole solution.

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