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Publications

Journal articles

  • Distances and Means of Direct Similarities
    M.-T. Pham, O.J. Woodford, F. Perbet, A. Maki, R. Gherardi, B. Stenger, R. Cipolla
    International Journal on Computer Vision, 2014. [url, pdf]

  • A Survey on Recent Object Detection Techniques Useful for Monocular Vision-based Planetary Terrain Classification
    Y. Gao, C. Spiteri, M.-T. Pham, S. Al-Milli
    Robotics and Autonomous Systems, 2014. [url, pdf]

  • Demisting the Hough Transform for 3D Shape Recognition and Registration
    O.J. Woodford, M.-T. Pham, A. Maki, F. Perbet, B. Stenger
    International Journal on Computer Vision, 2013. [url, pdf]

  • Bounding the Asymmetric Error of a Convex Combination of Classifiers
    M.-T. Pham, T.-J. Cham
    Journal of Computer Science and Cybernetics, 2012. [url, pdf]

 

Conference papers

  • A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images
    C. Zach, A. Penate-Sanchez, M.-T. Pham,
    IEEE Conference on Computer Vision and Pattern Recognition, 2015. [pdf, video]

  • Full-Angle Quaternions for Robustly Matching Vectors of 3D Rotations
    S. Liwicki, M.-T. Pham, S. Zafeiriou, M. Pantic, B. Stenger
    IEEE Conference on Computer Vision and Pattern Recognition, 2014. [pdf, video]

  • Human Body Shape Estimation using a Multi-Resolution Manifold Forest
    F. Perbet, S. Johnson, M.-T. Pham, B. Stenger
    IEEE Conference on Computer Vision and Pattern Recognition, 2014. [pdf, video]

  • Contraction Moves for Geometric Model Fitting
    O.J. Woodford, M.-T. Pham, A. Maki, F. Perbet, B. Stenger
    European Conference on Computer Vision, 2012. [pdf, video]

  • A New Distance for Scale-Invariant 3D Shape Recognition and Registration
    M.-T. Pham, O.J. Woodford, F. Perbet, A. Maki, B. Stenger, R. Cipolla
    International Conference on Computer Vision, 2011. [url, pdf, video]

  • Estimating Camera Pose From a Single Urban Ground-View Omnidirectional Image and a 2D Building Outline Map [oral paper]
    T.-J. Cham, A. Ciptadi, W.-C. Tan, M.-T. Pham, L.-T. Chia
    IEEE Conference on Computer Vision and Pattern Recognition, 2010. [pdf, supplementary material]

  • Fast Polygonal Integration and Its Application in Extending Haar-like Features to Improve Object Detection
    M.-T. Pham, Y. Gao, V.-D. Hoang, T.-J. Cham
    IEEE Conference on Computer Vision and Pattern Recognition, 2010. [pdf, supplementary material]

  • Environment Modelling for Visual Rover Navigation
    R. Samperio, K. Shala, M.-T. Pham, Y. Gao
    European Planetary Science Congress, 2010. [url, pdf]

  • Detection with Multi-exit Asymmetric Boosting
    M.-T. Pham, V.-D. Hoang, T.-J. Cham
    IEEE Conference on Computer Vision and Pattern Recognition, 2008. [pdf]

  • Fast Training and Selection of Haar-like Features Using Statistics in Boosting-based Face Detection [oral paper]
    M.-T. Pham, T.-J. Cham
    International Conference on Computer Vision, 2007. [pdf]

  • Online Learning Asymmetric Boosted Classifiers for Object Detection [oral paper]
    M.-T. Pham, T.-J. Cham
    IEEE Conference on Computer Vision and Pattern Recognition, 2007. [pdf]

  • Detection Caching for Faster Object Detection
    M.-T. Pham, T.-J. Cham
    IEEE Workshop on Modeling People and Human Interaction, 2005. [pdf]

  • Designing a Multi-user 3D Environment System
    M.-T. Pham, E.C. Prakash
    International Conference on Information Visualization, 2001. [url, pdf]

 

Books and book chapters

  • Scale-Invariant Vote-based 3D Recognition and Registration from Point Clouds
    M.-T. Pham, O.J. Woodford, F. Perbet, A. Maki, R. Gherardi, B. Stenger, R. Cipolla
    Machine Learning for Computer Vision, Springer, 2012. [url, pdf]

  • Face Detection with Asymmetric Boosting: Principled Methods to Rapid Learning and Classification
    M.-T. Pham
    VDM Verlag, 2009. [url]

  • Principled Asymmetric Boosting Approaches to Rapid Training and Classification in Face Detection
    M.-T. Pham
    Nanyang Technological University, 2009. [url, pdf]

 

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