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Doctor of Philosophy Electrical Engineering  Ph. D. University of Ottawa, Ottawa, ON

Dr Omid Fatemi PhD Electrical Engineering  University of Ottawa


Professor Omid Fatemi

Professor Omid Fatemi is a prominent Canadian scholar with extensive contributions to Electrical Engineering and Computer science in deep learning and artificial intelligence, cyber security, and cloud forensics, Fractal Engine: An Affine video processor for Multimedia Applications, Image Restoration and Text Recognition.

Among his other academic teaching ad research positions and executive industrial commitments as of 2023 he holds a Tenure Professor position at East Ontario Academy, St Eugene, Ontario, Canada.

Publications are as follows:

2021

1. Predicting students at risk of academic failure using learning analytics in the learning management system
Zangooei Hamid, Fatemi Omid (2021)., Iranian Distance Education Journal, 3(2), 32-44.

2. A novel virtual machine placement algorithm using RF element in cloud infrastructure
Farzaneh Seyed milad, Fatemi Omid (2021)., JOURNAL OF SUPERCOMPUTING, 78(1), 1288-1329.

2020

1. Toward a general framework for jointly processor-workload empirical modeling
Sheidaeian Hamed, Fatemi Omid (2020)., JOURNAL OF SUPERCOMPUTING, 77(6), 5319-5353.

2019

1. DCMI: A Scalable Strategy for Accelerating Iterative Stencil Loops on FPGAs
Koraei Mostafa, Fatemi Omid, Jahre Magnus (2019)., Transactions on Architecture and Code Optimization, 16(4), 1-24.

2. On the use of word embedding for cross language plagiarism detection
Asghari Habibollah, Fatemi Omid, Mohtaj Salar, Faili Heshaam, Rossoc Paolo (2019)., Intelligent Data Analysis, 23(3), 661-680.

2018

1. Run-time Mapping Algorithm for Dynamic Workloads using Association Rule Mining
Sinaeei Sima, Fatemi Omid (2018)., Journal of Systems Architecture, 1(1), 1.

2. Multi-objective algorithms for the application mapping problem in heterogeneous multiprocessor embedded system design
Sinaee Sima, Fatemi Omid (2018)., JOURNAL OF SUPERCOMPUTING, 74(-), -.

2017

1. Moving towards grey-box predictive models at micro-architecture level by investigating inherent program characteristics
Ahmadinejad Hoda, Fatemi Omid (2017)., IET Computers and Digital Techniques, -(-), -.

2016

1. A New R-D Optimization Criterion for Fast Mode Decision Algorithms in Video Coding and Transrating
Aminlou Alireza, Hashemi Mahmoud Reza, Gabbouj Moncef, Zeng Bing, Fatemi Omid (2016)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 26(4), 696-710.

2014

1. An R-D optimized transcoding resilient motion vector selection
Aminlou Alireza, Semsar Zadeh Mehdi, Fatemi Omid (2014)., EURASIP Journal on Advances in Signal Processing, 2014(1), 166.

2010

1. Parallel merged multiplieraccumulator coprocessor optimized for digital filters
Hadi Parandeh Afshar, Fakhrai Seyed Mahdi, Fatemi Omid, Vitae (2010)., COMPUTERS & ELECTRICAL ENGINEERING, 36(5), 864-873.

2005

1. Pipeline, memory-efficient and programmable architecture for 2D discrete wavelet transform using lifting scheme
Fatemi Omid, Sara Bolouki (2005)., IEE PROCEEDINGS-CIRCUITS DEVICES AND SYSTEMS, 152(6), 708-703.

2. Novel error concealment methods in JPEG 2000
Farzad Zargari, Fatemi Omid (2005)., CANADIAN JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING-REVUE CANADIENNE DE GENIE ELECTRIQUE ET INFORMATIQUE, 30(2), 73-80.

2004

1. Implementation of Video Streaming Framework by RTP and DirectShow
Fatemi Omid, M Hajibegloo, M J Ghasemi (2004)., WSEAS Transactions on Computers, -(---), -.

2. New Error Concealment Method in JPEG2000 images
Fatemi Omid, Farzad Zargari (2004)., WSEAS Transactions on Computers, 3(4), 886 - 889.

3. Software implementation of MPEG4 FGS codec using DIRECTSHOW framework
Fatemi Omid, Haji Baglou, Ghasemi (2004)., WSEAS Transactions on Computers, 3(4).

4. Recovery of lost LL sub-band in Motion JPEG 2000
Farzaneh Zargari, Fatemi Omid (2004)., ELECTRONICS LETTERS, 40(22), 1407-1408.

1998

1. Fractal engine : an affine video processor core for multimedia applications
Fatemi Omid (1998)., IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 8(7), 892-908.

1994

1. FPGA Implementation Of The LRU Algorithm For Video Compression
Fatemi Omid, F Idris, S Panchanathan (1994)., IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 40(3), 344-337.

Scholarly conferences and presentations are as follows

2021

1. SASIAF, A Scalable Accelerator for Seismic Imaging on Amazon AWS FPGAs
Koraei Mostafa, Fatemi Omid (2021)., 2021 11th International Conference on Computer Engineering and Knowledge (ICCKE), 28-29 October, Mashhad, Iran.

2. Implementation of Safe Exams and Assessments at University of Tehran under Covid-19
Mansouri saeedeh, Fatemi Omid (2021)., ECEL 2021, the 20th European Conference on e-Learning, 28-29 October, Berlin, Germany.

2020

1. Knowledge gap extraction based on the learner click behavior in interaction with videos using the association rule algorithm
Bahrani Yosra, Fatemi Omid (2020)., 2020 11th International Conference on Information and Knowledge Technology (IKT), 22-23 December, Tehran, Iran.

2019

1. Automatic Keyphrase Extraction from Persian Scientific Documents Using Semantic Relations
Davoodabadi farahani Bahareh, Fatemi Omid, Ghorbani Mohsen (2019)., 2019 27th Iranian Conference on Electrical Engineering (ICEE), 30 April-2 May.

2017

1. Run-time Mapping Algorithm for Dynamic Workloads using Process Merging Transformations
Sinaee Sima, Fatemi Omid, Pimentel Andy (2017)., 2017 International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (SAMOS XVII), 17-20 July, Greece.

2. Run-time resource allocation for embedded Multiprocessor System-on-Chip using tree-based design space exploration
Sinaee Sima, Fatemi Omid, Pimentel Andy (2017)., Design & Technology of Integrated Systems In Nanoscale Era (DTIS), 4-6 June, Majorca, Spain.

3. Towards Efficient Design Space Exploration of FPGA-based Accelerators for Streaming HPC Applications
Koraei Mostafa, A Magiera, Fatemi Omid (2017)., 25th ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 22-24 February, California, United States.

2016

1. Algorithms and Corpora for Persian Plagiarism Detection
Fatemi Omid, Asghari Habibollah (2016)., Algorithms and Corpora for Persian Plagiarism Detection, 7-10 December, India.

2. An Axiomatic Approach to Instructional System Design based on the Dick and Carey Model
Asghari Habibollah, Fatemi Omid (2016)., 15th European Conference on e-Learning ECEL 2016, 27-28 October, Prague, Czech Republic.

3. Implementing Machine Learning on a big Data Engine for e-Learning
Farokhmehr Maryam, Fatemi Omid (2016)., 15th European Conference on e-Learning ECEL 2016, 27-28 October, Prague, Czech Republic.

4. Providing an Improvment in Adamic-Adar Link Prediction Algorithm
(2016)., 1-3 June, Cairo, Egypt.

5. Design and Implementation of National Social Learning Management System
مهرتاش پونه, Fatemi Omid (2016)., 10th Iranian Conference on e-Learning and e-Teaching, 23-25 February, Tehran, Iran.

6. Novel Model for Designing and Evaluating Educational Pervasive Games
Chegini Mohammad, Fatemi Omid (2016)., 10th Iranian Conference on e-Learning and e-Teaching, 23-25 February, Tehran, Iran.

7. New Conceptual Model of a Learning Social Network
Nematpour Mohammad Reza, Fatemi Omid (2016)., 10th Iranian Conference on e-Learning and e-Teaching, 23-25 February, Tehran, Iran.

8. Novel Heuristic Mapping Algorithms for Design Space Exploration of Multiprocessor Embedded Architectures
Sinaee Sima, Fatemi Omid (2016)., 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing, 17-19 February, Greece.

2015

1. Developing Bilingual Plagiarism Detection Corpus Using Sentence Aligned Parallel Corpus, Notebook for PAN at CLEF 2015
Asghari Habibollah, Khoshnava Khadije, Fatemi Omid, Faili Heshaam (2015)., PAN 2015, 8-11 September, Toulouse, France.

2014

1. An Accurate Analytical Design Model for Multithreaded Network Processors
Hafezan Mohammad, Fatemi Omid (2014)., 1st International Conference on Computer Sciences, Communication and Information Technology (ICCSCIT2014), 7-8 August, Tbilisi, Georgia.

2. National Open Access Scientific Articles Registration System (NOSARS
مهرتاش پونه, Fatemi Omid (2014)., 12th International Conference on Current Research Information Systems, CRIS 2014, 13-15 May, Rome, Italy.

2012

1. A Trend-based Design Space Exploration of Multi-core Systems Using Regression Modeling
Hajari Taheri Fazeleh, Fatemi Omid (2012)., IEEE EAST-WEST DESIGN & TEST SYMPOSIUM 2012 (EWDT'12), 14-17 September, Ukraine.

2011

1. Design space pruning of MPSoCs using weighted sub-sampling
Fatemi Omid, Kokha Zade Ali (2011)., 18th IEEE International Conference on Electronics Circuits and Systems, 11-14 December, Beirut, Lebanon.

2009

1. Bit-Plane Error Recovery of Low Frequency Subbands in JPEG2000
Aminlou Alireza, Mehrvarz Sahar, Hashemi Mahmoud Reza, Fatemi Omid (2009)., International Symposium on Broadband Multimedia Systems and Broadcasting BSMB 09, 13-15 May, Bilbao, Spain.

2008

1. Unequal Error Protection for the Scalable Extension of H.264/AVC Using Genetic Algorithm
Naghdinezhad Amir, Hashemi Mahmoud Reza, Fatemi Omid (2008)., 13 th International CSI Computer Conference (CSICC'08), 9-11 March, Kish Island, Iran.

2. sem
Sohrabi Mohammad Hadi, Bakhtyari Amir Hossien, Fathipour Morteza, Fatemi Omid (2008)., NEEC 2008, 5-6 March, Najaf Abad, Iran.

2007

1. A Frame Layer Bit Allocation for H.264 Based on Mode Decision
Eshaghi Siavash, Fatemi Omid, Hashemi Mahmoud Reza (2007)., IEEE International Conference on Signal Processing and Communications (ICPC 2007), 24-27 November, Dubai, United Arab Emirates.

2. A RATE-CONSTRAINED PRE-COMPRESSION BIT ALLOCATION ALGORITHM FOR MEMORY CONSTRAINED EMBEDDED APPLICATIONS OF JPEG2000'
Aminlou Alireza, Naghdinezhad Amir, Hashemi Mahmoud Reza, Fatemi Omid (2007)., IEEE International Conference on Signal Processing and Communications (ICSPC 2007), 24-27 November, Dubai, United Arab Emirates.

2007

1. An Adaptive Unequal Error Protection Method for Error Resilient Scalable Video Coding Using Particle Swarm
Naghdinezhad Amir, Farmahini Amir, Hashemi Mahmoud Reza, Fatemi Omid (2007)., IEEE International Conference on Signal Processing and Communications (ICSPC2007)., 24-27 November, Dubai, United Arab Emirates.

2. LOW-POWER HIGH-THROUGHPUT MQ-CODER ARCHITECTURE WITH AN IMPROVED CODING ALGORITHM
Aminlou Alireza, Homayouni Maryam, Hashemi Mahmoud Reza, Fatemi Omid (2007)., 26th Picture Coding Symposium (PCS 2007), 7-10 November, Lisbon, Portugal.

3. Pattern-Based Error recovery of Low Resolution Subbands in JPEG 2000
Aminlou Alireza, Hajari Nasim, Badakhshn Noori Hoosin, Hashemi Mahmoud Reza, Fatemi Omid (2007)., IEEE International conference on Image Processing, 16-19 September, Texas, United States Of America.

4. Two Level Cost-Quality Optimization of 9-7 Lifting-Based Discrete Wavelet Transform
Aminlou Alireza, Refan Fatemeh, Hashemi Mahmoud Reza, Fatemi Omid (2007)., IEEE International Conference on Image Processing, 16-19 September, Texas, United States Of America.

5. A Novel Adaptive Unequal Error Protection Method for Scalable Video over Wireless Network
Naghdinezhad Amir, Hashemi Mahmoud Reza, Fatemi Omid (2007)., 11 th Annual IEEE International Symposium on Consumer Electronics (ISCE 2007), 20-23 June, Texas, United States Of America.

6. A Split Method for Optimized Cost-Quality Hardware Implementation of Lifting-Based Discrete Wavelet Transform
Aminlou Alireza, Refan Fatemeh, Homayouni Maryam, Fatemi Omid, Hashemi Mahmoud Reza (2007)., IEEE International on Acoustics Speech and Signal Processing, 15-20 April, Hawaii, United States Of America.

2006

1. A slice-based automatic hardware/software partitioning heuristic
Parandeh Afshar Hadi, Tootoonchian M.ali, Yousefpour Mohsen, Fatemi Omid, Hashemi Mahmoud Reza (2006)., International Conference on Microelectronics, 16-18 December, Dhahran, United Arab Emirates.

2. Efficient Hardware Implementation for H.264/AVC Motion Estimation
Bojnordi Mehdi, Semsar Zadeh Mehdi, Hashemi Mahmoud Reza, Fatemi Omid (2006)., 2006 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS 2006), 4-7 December, Singapore, Singapore.

3. An Efficient Self-Transposing Memory Structure for 32-bit Video Processors
Bojnordi Mehdi, Sedaghati Naser, Fatemi Omid, Hashemi Mahmoud Reza (2006)., 2006 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS 2006), 4-7 December, Singapore, Singapore.

4. Dual Mode Architecture for Deblocking Filtering in H.264/AVC Video Coding.
Bojnordi Mehdi, Fatemi Omid, Hashemi Mahmoud Reza (2006)., 2006 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS 2006), 4-7 December, Singapore, Singapore.

5. A Non-Iterative R-D Optimization Algorithm for Rate-Constraint Problems
Aminlou Alireza, Fatemi Omid, Homayouni Maryam, Hashemi Mahmoud Reza (2006)., IEEE International Conference on Image Processing, 8-11 October, Georgia, United States Of America.

6. A New Multi-Layered Coding Sequence for JPEG2000 with Reduced Memory Requirement
Aminlou Alireza, Naghdinezhad Amir, Fatemi Omid, Hashemi Mahmoud Reza (2006)., IEEE International Conference on Image Processing, 8-11 October, Georgia, United States Of America.

7. A New Fast Average-Based Inter Mode Decision Algorithm for Motion Estimation in H.264/AVC Standard
Semsar Zadeh Mehdi, Fatemi Omid, Hashemi Mahmoud Reza (2006)., Fourteenth Iranian Conference on Electrical Engineering ICEE 2006, 16-18 May, Tehran, Iran.

8. A Frame Layer Bit Allocation for H.264 Based on Frame Complexity
Roodaki Hoda, Hashemi Mahmoud Reza, Fatemi Omid (2006)., Nineteenth Annual Canadian Conference on Electrical and Computer Engineering, 7-10 May, Ottawa, Canada.

9. A Fast Two Dimensional Deblocking Filter for H.264/AVC Video Coding
Bojnordi Mehdi, Hashemi Mahmoud Reza, Fatemi Omid (2006)., Nineteenth Annual Canadian Conference on Electrical and Computer Engineering, 7-10 May, Ottawa, Canada.

2005

1. A High-Speed Column-Based Architecture for the Coefficient Bit-Modeler of JPEG2000
Shahrokhi Amir, Hashemi Mahmoud Reza, Fatemi Omid (2005)., Global Signal Processing Conference GSPx 2005, 24-27 October, Santa Clara, United States Of America.

2. A High-Throughput Two Channel Discrete Wavelet Transform Architecture for the JPEG2000 Standard
Badakhshn Noori Hoosin, Hashemi Mahmoud Reza, Aminlou Alireza, Fatemi Omid (2005)., Visual Communications and Image Processing 2005, 12-15 July, Beijing, China.

3. Implementing an Efficient Encryption Block for MPEG Video Streams
Bojnordi Mehdi, Hashemi Mahmoud Reza, Fatemi Omid (2005)., 47th International Symposium ELMAR-2005 focused on Multimedia Systems and Applications, 8-10 June, Zagreb, Croatia.

4. New Error Concealment Method in JPEG2000 images
Fatemi Omid, Zargari Farzad (2005)., 3rd WSEAS Int.Conf. on SIGNAL PROCESSING, ROBOTICS AND AUTOMATION, 12-14 February, Salzburg, Austria.

2004

1. A Novel Pipelined Architecture for JPEG2000 MQ-coder with Reduced Hardware Resource Requirement
Ahmadvand Mohsen, Fatemi Omid, Badakhshn Noori Hoosin, Hashemi Mahmoud Reza (2004)., Picture Coding Symposium, 14-15 December, San Francisco, United States Of America.

2002

1. COMPRESSED DOMAIN SPATIAL SCALING OF MPEG VIDEO SEQUENCES
Ghandi Mahdi, Modirzadeh Emad, Hashemi Mahmoud Reza, Fatemi Omid (2002)., IEEE International Conference on Consumer Electronics, 18-20 June, Los Angeles, Ca, United States Of America.

Reference section
https://ece.ut.ac.ir/en/~ofatemi/publications https://scholar.google.com/citations?user=pklwXAYAAAAJ&hl=en https://ieeexplore.ieee.org/abstract/document/4408196 https://ieeexplore.ieee.org/abstract/document/602039 https://ieeexplore.ieee.org/abstract/document/4382226 https://link.springer.com/chapter/10.1007/978-3-319-73606-8_5

External links section
https://ieeexplore.ieee.org/abstract/document/4937803

https://www.sciencedirect.com/science/article/pii/S1877050914008084

https://ieeexplore.ieee.org/abstract/document/4590217

https://ieeexplore.ieee.org/abstract/document/1416230

http://www.iseforum.org/index.php-p=Speakers.htm