Mehrtash Tafazzoli Harandi

Publication Activity (10 Years)

Years Active: 2003-2018
Publications (10 Years): 27

Top Topics

Riemannian Manifolds

Dimensionality Reduction

Positive Definite

Top Venues

Publications

Piotr Koniusz, Yusuf Tas, Hongguang Zhang, Mehrtash Tafazzoli Harandi, Fatih Porikli, Rui Zhang
Museum Exhibit Identification Challenge for Domain Adaptation and Beyond. CoRR (2018)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli
Large-Scale Metric Learning: A Voyage From Shallow to Deep. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Piotr Koniusz, Yusuf Tas, Hongguang Zhang, Mehrtash Tafazzoli Harandi, Fatih Porikli, Rui Zhang
Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond. ECCV (16) (2018)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods. IEEE Trans. Pattern Anal. Mach. Intell. 40 (1) (2018)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli
A Comprehensive Look at Coding Techniques on Riemannian Manifolds. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
Joint Dimensionality Reduction and Metric Learning: A Geometric Take. ICML (2017)
Samitha Herath, Mehrtash Tafazzoli Harandi, Fatih Porikli
Learning an Invariant Hilbert Space for Domain Adaptation. CVPR (2017)
Samitha Herath, Mehrtash Tafazzoli Harandi, Fatih Porikli
Going deeper into action recognition: A survey. Image Vis. Comput. 60 (2017)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli
No fuss metric learning, a Hilbert space scenario. Pattern Recognit. Lett. 98 (2017)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Fatih Porikli
When VLAD Met Hilbert. CVPR (2016)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli
Image set classification by symmetric positive semi-definite matrices. WACV (2016)
Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Mathieu Salzmann
Distribution-Matching Embedding for Visual Domain Adaptation. J. Mach. Learn. Res. 17 (2016)
Samitha Herath, Mehrtash Tafazzoli Harandi, Fatih Porikli
Going Deeper into Action Recognition: A Survey. CoRR (2016)
Samitha Herath, Mehrtash Tafazzoli Harandi, Fatih Porikli
Learning an Invariant Hilbert Space for Domain Adaptation. CoRR (2016)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods. CoRR (2016)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences. IEEE Trans. Neural Networks Learn. Syst. 27 (6) (2016)
Ali Emami, Mehrtash Tafazzoli Harandi, Farhad Dadgostar, Brian C. Lovell
Novelty detection in human tracking based on spatiotemporal oriented energies. Pattern Recognit. 48 (3) (2015)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Murat Porikli
More about VLAD: A leap from Euclidean to Riemannian manifolds. CVPR (2015)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann
Riemannian coding and dictionary learning: Kernels to the rescue. CVPR (2015)
Sareh Abolahrari Shirazi, Conrad Sanderson, Chris McCool, Mehrtash Tafazzoli Harandi
Bags of Affine Subspaces for Robust Object Tracking. DICTA (2015)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Mahsa Baktashmotlagh
Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs. CoRR (2015)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Murat Porikli
Material Classification on Symmetric Positive Definite Manifolds. WACV (2015)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds. Int. J. Comput. Vis. 114 (2-3) (2015)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Fatih Porikli
When VLAD met Hilbert. CoRR (2015)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels. IEEE Trans. Pattern Anal. Mach. Intell. 37 (12) (2015)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Mahsa Baktashmotlagh
Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs. ICCV (2015)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Murat Porikli
Approximate infinite-dimensional Region Covariance Descriptors for image classification. ICASSP (2015)
Azadeh Alavi, Yan Yang, Mehrtash Tafazzoli Harandi, Conrad Sanderson
Multi-Shot Person Re-Identification via Relational Stein Divergence. CoRR (2014)
Masoud Faraki, Mehrtash Tafazzoli Harandi, Arnold Wiliem, Brian C. Lovell
Fisher tensors for classifying human epithelial cells. Pattern Recognit. 47 (7) (2014)
Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Mathieu Salzmann
Discriminative Non-Linear Stationary Subspace Analysis for Video Classification. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices. CoRR (2014)
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
K-Tangent Spaces on Riemannian Manifolds for Improved Pedestrian Detection. CoRR (2014)
Sadeep Jayasumana, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
A Framework for Shape Analysis via Hilbert Space Embedding. CoRR (2014)
Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson
Object Tracking via Non-Euclidean Geometry: A Grassmann Approach. CoRR (2014)
Sareh Abolahrari Shirazi, Conrad Sanderson, Chris McCool, Mehrtash Tafazzoli Harandi
Improved Object Tracking via Bags of Affine Subspaces. CoRR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann
Kernel Coding: General Formulation and Special Cases. CoRR (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices. CoRR (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Optimizing Over Radial Kernels on Compact Manifolds. CoRR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Fatih Porikli
Bregman Divergences for Infinite Dimensional Covariance Matrices. CoRR (2014)
Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Conrad Sanderson
Object tracking via non-Euclidean geometry: A Grassmann approach. WACV (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard I. Hartley, Hongdong Li
Expanding the Family of Grassmannian Kernels: An Embedding Perspective. CoRR (2014)
Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson
On robust face recognition via sparse coding: the good, the bad and the ugly. IET Biom. 3 (4) (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels. CoRR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard I. Hartley, Hongdong Li
Expanding the Family of Grassmannian Kernels: An Embedding Perspective. ECCV (7) (2014)
Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Mathieu Salzmann
Domain Adaptation on the Statistical Manifold. CVPR (2014)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Chunhua Shen, Brian C. Lovell, Conrad Sanderson
Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds. CoRR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley
From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices. ECCV (2) (2014)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Optimizing over Radial Kernels on Compact Manifolds. CVPR (2014)
Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Fatih Murat Porikli
Bregman Divergences for Infinite Dimensional Covariance Matrices. CVPR (2014)
Mehrtash Tafazzoli Harandi, Richard I. Hartley, Brian C. Lovell, Conrad Sanderson
Sparse Coding on Symmetric Positive Definite Manifolds using Bregman Divergences. CoRR (2014)
Sadeep Jayasumana, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
A Framework for Shape Analysis via Hilbert Space Embedding. ICCV (2013)
Azadeh Alavi, Yan Yang, Mehrtash Tafazzoli Harandi, Conrad Sanderson
Multi-shot person re-identification via relational Stein divergence. ICIP (2013)
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
Spatio-Temporal Covariance Descriptors for Action and Gesture Recognition CoRR (2013)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices. CVPR (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution. ICCV (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell
Kernel analysis on Grassmann manifolds for action recognition. Pattern Recognit. Lett. 34 (15) (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Chunhua Shen, Brian C. Lovell
Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution. CoRR (2013)
Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson
On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly CoRR (2013)
Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Brian C. Lovell, Mathieu Salzmann
Unsupervised Domain Adaptation by Domain Invariant Projection. ICCV (2013)
Mahsa Baktashmotlagh, Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Brian C. Lovell, Mathieu Salzmann
Non-Linear Stationary Subspace Analysis with Application to Video Classification. ICML (3) (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach CoRR (2013)
Azadeh Alavi, Mehrtash Tafazzoli Harandi, Conrad Sanderson
Relational divergence based classification on Riemannian manifolds. WACV (2013)
Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Tafazzoli Harandi
Combining Multiple Manifold-Valued Descriptors for Improved Object Recognition. DICTA (2013)
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
Spatio-temporal covariance descriptors for action and gesture recognition. WACV (2013)
Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell
Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification CoRR (2013)
Shaokang Chen, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces. CVPR (2013)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Arnold Wiliem, Brian C. Lovell
Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures. WACV (2012)
Conrad Sanderson, Mehrtash Tafazzoli Harandi, Yongkang Wong, Brian C. Lovell
Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification. AVSS (2012)
Andres Sanin, Conrad Sanderson, Mehrtash Tafazzoli Harandi, Brian C. Lovell
K-tangent spaces on Riemannian manifolds for improved pedestrian detection. ICIP (2012)
Ehsan Norouznezhad, Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Mahsa Baktash, Adam Postula, Brian C. Lovell
Directional Space-Time Oriented Gradients for 3D Visual Pattern Analysis. ECCV (3) (2012)
Sareh Abolahrari Shirazi, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Azadeh Alavi, Brian C. Lovell
Clustering on Grassmann manifolds via kernel embedding with application to action analysis. ICIP (2012)
Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Brian C. Lovell
On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches. IJCNN (2012)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Richard I. Hartley, Brian C. Lovell
Sparse Coding and Dictionary Learning for Symmetric Positive Definite Matrices: A Kernel Approach. ECCV (2) (2012)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell
Ensemble of furthest subspace pairs for enhanced image set matching. ICIP (2011)
Mehrtash Tafazzoli Harandi, Conrad Sanderson, Sareh Abolahrari Shirazi, Brian C. Lovell
Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. CVPR (2011)
Shaokang Chen, Sandra Mau, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Abbas Bigdeli, Brian C. Lovell
Face Recognition from Still Images to Video Sequences: A Local-Feature-Based Framework. EURASIP J. Image Video Process. 2011 (2011)
Mehrtash Tafazzoli Harandi, Abbas Bigdeli, Brian C. Lovell
Image-set face recognition based on transductive learning. ICIP (2010)
Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Abbas Bigdeli, Brian C. Lovell
Directed Random Subspace Method for Face Recognition. ICPR (2010)
Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi
Optimal Local Basis: A Reinforcement Learning Approach for Face Recognition. Int. J. Comput. Vis. 81 (2) (2009)
Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi
A hybrid model for face recognition using facial components. ISSPA (2007)
Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi
A Hierarchical Face Identification System Based on Facial Components. AICCSA (2007)
Majid Safari, Mehrtash Tafazzoli Harandi, Babak Nadjar Araabi
A SVM-based method for face recognition using a wavelet PCA representation of faces. ICIP (2004)
Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi
Face recognition using reinforcement learning. ICIP (2004)
Mehrtash Tafazzoli Harandi, Babak Nadjar Araabi
Impulse noise removal based on long-range correlation in an image. ICECS (2003)
Mehrtash Tafazzoli Harandi, Mohammad Gharavi-Alkhansari
Low bitrate image compression using self-organized Kohonen maps. ICIP (2) (2003)