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Samaneh Mazaheri

Samaneh Mazaheri
PhD

Associate Teaching Professor (On leave)

Faculty of Business and Information Technology

Contact information

Business and Information Technology Building - Room 2020
North Oshawa
2000 Simcoe Street North
Oshawa, ON L1G 0C5

905.721.8668 ext. 5382

Samaneh.Mazaheri@ontariotechu.ca

Research topics

  • Artificial Intelligence
  • Computer Vision
  • Machine Learning
  • Deep Learning
  • Medical Image Processing
  • Computer Science Education
  • AI in Education

Background

Dr. Samaneh was an Assistant Professor at Limkokwing University of Creative Technology in Malaysia and Tehran Azad University in Iran, prior to joining Ontario Tech University. Also, she has worked in the industry at different companies as a software development engineer.

 

Put broadly, her research focuses on Computer Vision, Image Processing, Machine Learning, Artificial Intelligence, Cryptography, Cryptocurrency and Blockchain Technologies.

Education

  • PhD in Computer Science, Computer Vision University of Putra Malaysia, Malaysia
  • Master of Science in Computer Science Institute for Advanced Studies in Basic Sciences (IASBS), Iran
  • Bachelor of Science in Computational and Applied Mathematics Tehran Azad University, Iran

Involvement

  • Selected publications
    1. Nourmohammadi J., Feizi-Derakhshi M., Razeghi F., Mazaheri S., Zamani Y., Moosavi Tayebi R., "New Hybrid Method for Feature Selection and Classification using Meta-heuristic Algorithm in Credit Risk Assessment", Iran Journal of Computer Science, Submission no. IRCS-D-18-00060R1, 2019
    2. Mazaheri S., Suhaiza P., Wirza R., Dimon Z., Khalid F., Moosavi Tayebi R., “Integrating Diagnostic Echocardiography Images into Computed Tomography Interventions using Hybrid Registration Method”, Journal of Medical Imaging and Health Informatics, ISI (Impact Factor: 0.6), ISSN‎: ‎2156-7026, 2016
    3. Mazaheri S., Suhaiza P., Wirza R., Moosavi Tayebi R., “Segmentation Methods of Echocardiography Images for Left Ventricle Boundary Detection”, Journal of Computer Science, ISSN: 1549-3636, 2015
    4. Mazaheri S., Sulaiman P., Wirza R., Dimon Z., Khalid F., Moosavi Tayebi R., “Hybrid Pixel-based Method for Cardiac Ultrasound Fusion Based on Integration of PCA and DWT”, Computational and Mathematical Methods in Medicine, vol. 2015, Article ID: 486532, doi:10.1155/2015/486532, (Impact Factor: 1.1), 2015
    5. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Kadiman S., Khalid F., Mazaheri S., “Coronary Artery Labeling in CTA with Intersection Tracking Method”, Arabian Journal for Science and Engineering, 2015
    6. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Kadiman S., Khalid F., Mazaheri S., “A Fast and Accurate Method for Automatic Coronary Arterial Tree Extraction in Angiograms”, Journal of Computer Science (10): 2060-2076, ISSN: 1549-3636, 2014
    7. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Kadiman S., Khalid F., Mazaheri S., “3D Multimodal Cardiac Reconstruction using X-ray Angiography and Computerized Tomographic Angiography Registration”, Journal of Cardiothoracic Surgery, ISI (Impact Factor: 1.2), 2014
    8. Mazaheri S., Moosavi Tayebi R., Sadeghi Bigham B., “Fingerprint Matching using an Onion Layer algorithm of Computational Geometry Based on Level 3 Features”, Springer Berlin Heidelberg, Communications in Computer and Information Science Journal, Vol. 1, P 302-314, 2011
    9. Moosavi Tayebi R., Mazaheri S., Sadeghi Bigham B., "A New Approach for Fingerprint Matching Based on Singular Points Detection", Advanced Electrical and Electronics & Engineering Journal, Lecture Notes in Electrical Eng., Vol. 87, P 251-260, ISSN: 1876-1100, Springer Berlin Heidelberg, 2011
    10. Mazaheri S., Suhaiza P., Wirza R., Dimon Z., Khalid F., Moosavi Tayebi R., “Non-rigid Segmentation-based Registration Framework for CT and Echocardiography Images”, Submitted to Journal of Image and Vision Computing, Elsevier
    11. Mazaheri S., Suhaiza P., Wirza R., Dimon Z., Khalid F., Moosavi Tayebi R., “A Robust and Accurate Segmentation of Echocardiographic Images through a Geometrically Constrained Level Set”, Submitted to Advances in Interventional Cardiology Journal
  • Conference proceedings
    1. Nourmohammadi-Khiarak J., Mazaheri S., Moosavi-Tayebi R., Noorbakhsh-Devlagh H., “Object Detection utilizing Modified Auto Encoder and Convolutional Neural Networks”, IEEE, 2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), 2018
    2. Razavi F., Nourmohammadi J., Fakhimi E., Mazaheri S., “Recognizing Farsi numbers utilizing deep belief network and limited training samples”, 10th Iranian Conference on Machine Vision and Image Processing (MVIP), ISSN: 2166-6784, Isfahan, Iran, 2017
    3. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Khalid F., Mazaheri S., “Using Wavelet for X-ray Angiography Enhancement“, International Conference on Agricultural, Ecological and Medical Sciences (AEMS-2015), Feb. 10-11, Penang, Malaysia, 2015
    4. Mazaheri S., Suhaiza P., Wirza R., Moosavi Tayebi R., “Fusion of Multiple Echocardiography Sequences through a Hybrid Method”, International Conference on Computer, Communication, and Control Technology, I4CT, Sarawak, Malaysia, 2015
    5. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Khalid F., Mazaheri S., “Coronary Artery Labeling and Segmentation in X-ray Angiography”, International Conference on Computer, Communication, and Control Technology, I4CT, Sarawak, Malaysia, 2015
    6. Mazaheri S., Suhaiza P., Wirza R., Dimon Z., Moosavi T. R.; “Uncertainty Estimation for Improving Accuracy of Non-Rigid Registration in Cardiac Images”; The 11th International Conference on Artificial Intelligence Applications and Innovations (AIAI'15), September 14th-17th, Bayonne, France, 2015
    7. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Khalid F., Mazaheri S., “Cardiac Components Categorization and Coronary Artery Enhancement in CT angiography “, International Conference on Computer Assisted System in Health, CASH2014, Putrajaya, Malaysia, 2014
    8. Mazaheri S., Suhaiza P., Wirza R., Moosavi Tayebi R., “A Review of Ultrasound and Computed Tomography Registration Approaches”, The International Conference on Computer Assisted System in Health, CASH2014, Putrajaya, Malaysia, 2014
    9. Moosavi Tayebi R., Suhaiza P., Wirza R., Dimon Z., Kadiman S., Nurliyana L., Mazaheri S., “Coronary Artery Segmentation in Angiograms with Pattern Recognition Techniques-A survey “, 2nd International Conference on Advanced Computer Science Applications and Technologies, ACSAT2013, Sarawak, Malaysia, 2013
    10. Mazaheri S., Suhaiza P., Wirza R., Moosavi Tayebi R., “Echocardiography Image Segmentation: A Survey”, 2nd International Conference on Advanced Computer Science Applications and Technologies (ACSAT2013), Sarawak, Malaysia, 2013
    11. Moosavi Tayebi R., Mazaheri S., Sadeghi Bigham B., "A New Fingerprint Matching Approach Using Level 2 and Level 3 Features", C3S2E'11, ACM Proceeding, Montreal, Canada, 2011
    12. Mazaheri S., Moosavi Tayebi R., Sadeghi Bigham B., "Fingerprint Matching using an Onion Layer algorithm of CG Based on Level 3 Features", DICTAP2011, Springer Proceeding, Dijon, France, 2011
    13. Mazaheri S., Moosavi Tayebi R., Sadeghi Bigham B., “Fingerprint Matching using Pores and ridge contours Based on an algorithm of Computational Geometry”, CICIS 2011, Zanjan, Iran, 2011
    14. Mazaheri S., Moosavi Tayebi R., Sadeghi Bigham B., “A New Fingerprint Matching Algorithm Using Delta and Core Based on Local Geometric Characteristic”, CICIS 2011, Zanjan, Iran, 2011
    15. Moosavi Tayebi R., Mazaheri S., Sadeghi Bigham B., "A New Combined Feature Approach Based on Global Features for Fingerprint Recognition", ISBN: 978-1-4244-8270-2, ICINC 2010, IEEE Proceeding, UPM University, Malaysia, 2010
    16. Moosavi Tayebi R., Mazaheri S., Sadeghi Bigham B., "A New Approach for Fingerprint Matching Based on Singular Points Detection", ISSN: 1876-1100, ICEEE 2010, Springer Proceedings, China, 2010
    17. Mazaheri S., Moosavi T. R., Sadeghi Bigham B., "A New Idea using 3 Computational Origami Theorems", 3rd national Conference on Origami, Amirkabir University of Technology, Tehran, Iran, 2010
    18. Moosavi Tayebi R., Ostadzadeh Sh., Mazaheri S., "Designing Enterprise Operating Systems (EOS) with PRINCE2", ISBN: 978-1-4244-6947-5, CCTAE 2010, IEEE Proceeding, China, 2010
    19. Moosavi Tayebi R., Mazaheri S., Sadeghi Bigham B., "A Survey on Computational Origami", 3rd national Conference on Origami, Amirkabir University of Technology, Tehran, Iran, 2010
    20. Moosavi Tayebi R., Ostadzadeh S., Mazaheri S., "Employing MDA in PRINCE2 Framework", ISBN: 978-0-7695-3880-8, FITME 2009, ACM & IEEE Proceeding, China, 2009