Bardia Yousefi

PLT 1102-G
Computer Vision and System Laboratory
Electrical and Computer Engineering Department
Laval University
1065, av. de la Médecine | Québec (Québec) G1V 0A6, Canada
Telephone: +1 418 656-2131 ext 4786

Bardia Yousefi

Bardia Yousefi is a researcher at LVSN-Laboratoire de Vision et Systemes Numeriques, department of Electrical and Computer Engineering, Laval University, joining the laboratory in 2014. His current research interests include clustering, kernel methods, datamining for mineral identification using hyperspectral infrared imagery, computational vision, and mechanism for recognition of biological movement. Bardia Yousefi is Research Scholar at Biomedical Image Computing and Analytics (CBICA) and LVSN-Laboratoire de Vision et Systemes Numeriques, department of Electrical and Computer Engineering, Laval University. He received his first Ph.D. in Intelligence Systems from Department of Artificial Intelligence, University Malaya at 2016 and his second Ph.D. in Electrical Engineering from Laval University at 2018. He is Vice President of Institute of Electrical and Electronics Engineers-IEEE Young Professionals (YP) in Quebec Section Canada. Also he is member of Computational Breast Imaging Group (CBIG), Biomedical Image Computing and Analytics (CBICA), Advanced Robotic Laboratory (ARL) at University Malaya since 2012, Multipolar Infrared Vision (MIVIM) under Canadian tier 1 research chair in infrared vision from 2014, Computer Vision and System Laboratory (CVSL) at Laval University since 2014, Research Center on Geology and Geological Engineering of Mineral Resources (E4m) under NSERC-Agnico Eagle Industrial Research Chair in Mineral Exploration from 2014, Regroupement pour l'étude des environnements partagés intelligents répartis (REPARTI) under Fonds de recherche du Québec - Nature et technologies (FQRNT) at Laval University since 2014, and US-National Postdoctoral Association (NPA),from 2018. His main area of interest involves image/data analysis (data mining), machine learning, and pattern recognition, intelligent systems, hyperspectral data analysis, remote sensing imagery, thermal image analysis, and Infrared Nondestructive testing (IRNDT) data. He is author of more than 50 articles in different scientific journals and proceeding-conferences and reviewer of more than 20 scientific journals/conferences.


Selected publications based on the subject (quick access):

Hyperspectral Infrared imagery
Data-mining
Infrared Nondestructive testing (IRNDT)
Medical image analysis
Mechanism for recognition of biological movement
Satellite Imagery - Urban area segmentation
Face

 

Hyperspectral Infrared imagery


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    My second Ph.D. thesis on Hyperspectral infrared data-mining

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    Laval Unversity (My special thanks to MIVIM, LVSN, and beautiful Quebec)

    | PPTX | download full-thesis

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    Comparative analysis on mineral identification in LWIR hyperspectral imagery

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    ...

    code | PPTX | fullpaper download | TELOPS Scientific Workshop(Baltimore)

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    Comparison assessment of low rank sparse-PCA based-clustering/classification for automatic mineral identification in long wave infrared hyperspectral imagery

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    Infrared Physics & Technology-2018

    code | PPTX | fullpaper download

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    Continuum removal for ground based LWIR hyperspectral infrared imagery applying non-negative matrix factorization

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    Applied Optics-2018 Optical Society of America

    code | fullpaper download

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    Mineral Identification in LWIR Hyperspectral Imagery Applying Sparse based Clustering

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    QIRT Journal-2018

    code | fullpaper download

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    Modified algorithm for mineral identification in LWIR hyperspectral imagery

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    In SPIE Commercial+ Scientific Sensing and Imaging. International Society for Optics and Photonics-2017

    code | PPTX | fullpaper download


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    Mineral identification in hyperspectral imaging using Sparse-PCA

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    In SPIE Commercial+ Scientific Sensing and Imaging-2016

    code | PPTX | fullpaper download

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    Emissivity retrieval from indoor hyperspectral imaging of mineral grains

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    In SPIE Commercial+ Scientific Sensing and Imaging-2016

    code | PPTX | fullpaper download

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Data-mining

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Infrared Nondestructive testing (IRNDT)


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    Thermography data fusion and nonnegative matrix factorization for the evaluation of cultural heritage objects and buildings

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    Journal of Thermal Analysis and Calorimetry-2018

    PPTX | fullpaper download

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    Thermochemical Monitoring of Brucite Carbonation Using Passive Infrared Thermography

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    Chemical Engineering and Processing Journal-2018

    PPTX | fullpaper download
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    Comparative analysis on Thermal Non-Destructive Testing Imagery applying Candid Covariance-Free Incremental Principal Component Thermography (CCIPCT)

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    Infrared Physics & Technology

    code | PPTX | fullpaper download

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    Thermal NDT applying Candid Covariance-Free Incremental Principal Component Thermography (CCIPCT)

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    In SPIE Commercial+ Scientific Sensing and Imaging. International Society for Optics and Photonics-2017(USA)

    code | PPTX | fullpaper download

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    Quantitative assessment in thermal image segmentation for artistic objects

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    In SPIE O3A: Optics for Arts, Architecture, and Archaeology-2017(Munich, Germany)

    code | PPTX | fullpaper download

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Medical image analysis

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    Automated assessment and tracking of human body thermal variations using unsupervised clustering

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    Applied Optics

    code | PPTX | fullpaper download | Video-Demo | Draft version

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    Unsupervised Automatic tracking of Human Body Thermal changes

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    Advanced Infrared Technology and Applications (AITA - 2015) (Pisa, Italy)

    code | PPTX | fullpaper download

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    Development of computer-aided detection of breast lesion using gabor-wavelet BASED features in mammographic images

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    In Control System, IEEE International Conference on Computing and Engineering (ICCSCE) (Penang,Malaysia)- 2013

    code | PPTX | fullpaper download

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    Visibility Enhancement of Digital Dental X-Ray for RCT Application Using Bayesian Classiffer and Two Times Wavelet Image Fusion

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    Journal of American Science- 2012

    code | PPTX | fullpaper download

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    Vessel segmentation in X-ray angiographic images using Hessian based vesselness filter and wavelet based image fusion

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    Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine- 2010

    | | fullpaper download

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Mechanism for recognition of biological movement

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    My first Ph.D. thesis on Human Action Recognition using Slow Feature Analysis

    Department of Artifical Intelligence- University of Malaya(special thanks to ARLab., UM, and nice people of Malaysia)

    code | PPTX | fullpaper download

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    A Dual Fast and Slow Feature Interaction in Biologically Inspired Visual Recognition of Human Action,

    Applied Soft Computing

    code | PPTX | fullpaper download

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    Slow feature action prototypes effect assessment in mechanism for recognition of biological movement ventral stream

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    International Journal of Bio-Inspired Computation - 2016

    Author version | PPTX | fullpaper download

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    Bio-Inspired Human Action Recognition using Hybrid MaxProduct Neuro-Fuzzy Classiffer and Quantum-Behaved PSO

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    Informatica - 2013

    code | PPTX | fullpaper download

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    Comparative study on Interaction of form and motion processing streams by applying two different classiffers in Mechanism for Recognition of Biological Movement

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    The Scientiffc World Journal- 2014

    code | PPTX | fullpaper download

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    Development of Biological Movement Recognition by Interaction between Active Basis Model and Fuzzy Optical Flow Division,

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    The Scientiffc World Journal- 2014

    code | PPTX | fullpaper download

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    Biological inspired human action recognition

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    In Robotic Intelligence In Informationally Structured Space (RiiSS), 2013 IEEE

    code | PPTX | fullpaper download


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Satellite Imagery - Urban area segmentation

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Face

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