Publications

You can view a listing of my publications on Google Scholar here. Below is a list of my papers.

Journals and Book Chapters

  • S. Shirazi, A. Alavi, M. T. Harandi. Graph-Embedding Discriminant Analysis on Riemannian Manifolds for Visual Recognition. Graph Embedding for Pattern Analysis, 1st Edition, Springer, 2013.
  • M. T. Harandi, C. Sanderson, S. Shirazi, B. C. Lovell. Kernel Analysis on Grassmann Manifolds for Action Recognition. Pattern Recognition Letters, 2013.

Conferences and Workshops

  • S. Shirazi, M. T. Harandi, C. Sanderson, B. C. Lovell. Object Tracking via Non-Euclidean Geometry: A Grassmann Approach. IEEE Winter conference on Applications of Computer Vision (WACV), 2014.
  • S. Shirazi, M. T. Harandi, C. Sanderson, A. Alavi, B. C. Lovell. Clustering on Grassmann manifolds via kernel embedding with application to action analysis. IEEE International Conference on Image Processing (ICIP), 2012.
  • M. T. Harandi, S. Shirazi, C. Sanderson, B. C. Lovell. Graph Embedding Discriminant Analysis on Grassmannian Manifolds for Improved Image Set Matching. IEEE Transactions on Computer Vision and Pattern Recognition (CVPR), 2011.
  • S. Shirazi, F. Dadgostar, B. C. Lovell. An appearance-based approach to assistive identity inference using LBP and colour histograms. 10th Asian Conference on Computer Vision (ACCV) Workshops, 2010.
  • S. Shirazi, M. Yazdi. A new approach in super resolution based on an adaptive regularization parameter. IEEE 3rd International Symposium on Communications, Control and Signal Processing (ISCCSP), 2008.
  • M.Yazdi, S. Shirazi, N. Adlband. An efficient CT data archiving by use of raw projection data compression. 15th Iranian Conference on Electric Engineering, 2007.
  • N.Sunderhauf, S. Shirazi, A. Jacobson, F. Dayoub, E. Pepperell, B. Upcroft, M. Milford. Place recognition with ConvNet landmarks: Viewpoint-robust, condition-robust, training-free. Robotics: Science and Systems (RSS), 2015.
  • N. Sunderhauf, S. Shirazi, F. Dayoub, B. Upcroft, M. Milford. On the Performance of ConvNet Features for Place Recognition. International Conference on Intelligent Robots and Systems (IROS), 2015.
  • M. Milford, C. Shen, S. Lowry, N. Sunderhauf, S. Shirazi, G. Lin, F. Liu, E. Pepperell, C. Lerma, B. Upcroft, I. Reid. Sequence Searching With Deep-Learnt Depth for Condition-and Viewpoint-Invariant Route-Based Place Recognition. IEEE Workshop on Computer Vision in Vehicle Technology (CVPR), 2015 (Best Paper Award).
  • S. Shirazi, C. Sanderson, C. McCool, M. T. Harandi. Bag of affine subspaces for robust object tracking. The International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2015 (Oral acceptance).
  • J. Leitner, D. G. Dansereau, S. Shirazi, P. Corke. The need for dynamic and active datasets. “The Future of Datasets in Vision” Workshop at IEEE Transactions on Computer Vision and Pattern Recognition (CVPR), 2015.
  • F. Rezazadegan, S. Shirazi, N. Sunderhauf, M. Milford, B. Upcroft. Enhancing human action recognition with region proposals. Australasian Conference on Robotics and Automation (ACRA), 2015.
  • Adam W Tow, Sareh Shirazi, Jürgen Leitner, Niko Sünderhauf, Michael Milford, Ben Upcroft. A Robustness Analysis of Deep Q Networks. Australasian Conference on Robotics and Automation (ACRA), 2016.
  • Rezazadegan, S. Shirazi, B. Upcroft , M. Milford . Action Recognition: From Static Datasets to Moving Robots. International Conference on Robotics and Automation (ICRA), 2017.
  • B. Fernando, S. Shirazi, S. Gould. Unsupervised Human Action Detection by Action Matching. “Brave New Motion Representations” Workshop at IEEE Transactions on Computer Vision and Pattern Recognition (CVPR), 2017.
  • D. Jack, F. Maire, A. Eriksson, S. Shirazi, Adversarially parameterized optimization for 3D human pose estimation. International Conference on 3D Vision (3DV), 2017.
  • A. Abbas, F. Maire, S. Shirazi, F. Dayoub, M. Eich. A Dynamic Planner for Object Assembly Tasks Based on Learning the Spatial Relationships of its Parts from a Single Demonstration. Australasian Joint Conference on Artificial Intelligence (AI), 2018.
  • D.Jack, J. K. Pontes, S.Sridharan, C. Fookes, S. Shirazi, F. Maire, A. Erikson. Learning Free-Form Deformations for 3D Object Reconstruction. Asian Conference on Computer Vision (ACCV), 2018.
  • A. Abbas, F. Maire, F. Dayoub, S. Rowlands. Combining Learning from Demonstration and Search Algorithm for Dynamic Goal-Directed Assembly Task Planning. Australasian Conference on Robotics and Automation (ACRA), 2018.
  • D. Jack, F. Maire, S. Shirazi, A. Eriksson. IGE-Net: Inverse Graphics Energy Networks for Human Pose Estimation and Single-View Reconstruction. IEEE Transactions on Computer Vision and Pattern Recognition (CVPR), 2019.