Mohammad Izadi

Position:              PhD Graduate Student
Starting Date:    May 2008
Office:               ENSC 8850
Phone:
Email:               mia4[at]sfu[dot]ca

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Academic Background:

M.Sc., Artificial Intelligence & Robotic, Computer Engineering Dept., Amirkabir University of Technology (Tehran Polytechnic), Tehran, Iran (2006)

B.Sc., Software Engineering, Computer Engineering Dept., Isfahan University, Isfahan, Iran (2003)

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Projects/Publications:

Projects

- Computer Vision, Image Processing and Pattern Recognition

3D map reconstruction using multiple view image (aerial)

3D map reconstruction using single satellite/aerial image

Design & Implementation of a Multi-Camera Multi-Person Tracking System, Time Adaptive Self-Organizing Map Based Active Contour Model , New Fast Minimal Path Active Contour Model for Medical Images, Farsi Handwritten Segmentation and Recognition, Face Detection and Recognition, A Survey on Hand Gesture Recognition for Human-Computer Interaction, Hand Mouse: Controlling of Mouse by Hand Gesture and Fractal Image Compression

- Neural Networks

Research on New Training Algorithms of MLP & RBF Networks, Improvement on Time Adaptive Self-Organizing Map Algorithm

- Genetic Algorithm

A New Grade Estimation Method Using Combination of the Marquardt-Levenberg Method and Genetic Algorithm

- Speech Synthesis and Recognition

Word to Phoneme Transformation using CART (Classification And Regression Trees), Audio Watermarking in Wavelet Domain and Implementation of The Robust Algorithm for Pitch Tracking (RAPT) in MATLAB

- Fuzzy Methods and Systems

Implementation of Several Fuzzy Clustering Algorithms for Remote Sensing, and Function Approximation Using Fuzzy Rules & Fuzzy Neural Networks

- Software Engineering

Remote Control Server in Windows/Linux and Design & Implementation of Database for Libraries of Isfahan University

- Robotic

Design & Implementation of Direction Finder Robot, Robotic Lab, Isfahan University.

Publications:

Journals:

R. Tavakkoli-Moghaddam, F. Taheri, M. Bazzazi, M. Izadi, F. Sassani, "Design of a genetic algorithm for bi-objective unrelated parallel machines scheduling with sequence-dependent setup times and precedence constraints," Computers & Operations Research, Volume 36, Issue 12, December 2009, Pages 3224-3230.

M. Izadi and R. Safabakhsh, "An Improved Time-adaptive Self-organizing Map for High-speed Shape Modeling," accepted for publication in Pattern Recognition.

H. Mahmoudabadi, M. Izadi, and M. B. Menhaj, "A Hybrid Method for Grade Estimation Using Genetic Algorithm and Neural Networks," accepted for publication in Computational Geosciences.

Conferences:

M. Izadi and P. Saeedi, "Height Estimation for Buildings with Complex Contours in Monocular Satellite/Airborne Images Based on Fuzzy Reasoning," accepted in International Conference on Image Processing, ICIP 2010, Hong Kong, 26-29 September 2010.

M. Izadi and P. Saeedi, "Automatic Building Detection in Aerial Images using a Hierarchical Feature Based Image Segmentation," accepted in International Conference on Pattern Recognition, ICPR 2010, Istanbul, Turkey, 23-26 August 2010.

M. Izadi and P. Saeedi, "Height Estimation for Buildings in Monocular Satellite/Airborne Images based on Fuzzy Reasoning and Genetic Algorithm," International Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS 2009, London, UK, 6-8 May 2009, pp. 1-4.

M. Izadi and P. Saeedi, "Robust Region-Based Background Subtraction and Shadow Removing Using Colour and Gradient Information," IEEE International Conference on Pattern Recognition , ICPR 2008, Tampa, Florida, USA, December 2008.

M. Izadi, and M.M. Homayounpour, "Letter to Sound Using Classification and Regression Trees," accepted in 12th Annual International CSI Computer Conference, pp. 1913-1916, Tehran, Iran, Feb. 2007.

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Research Interests:

Computer Vision, Medical Image Processing, Remote Sensing, Pattern Recognition

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Other Interests:

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Hobbies & Activities