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1

Optimal Local Basis: A Reinforcement Learning Approach for

Mehrtash T. Harandi, Majid Nili Ahmadabadi, Babak N. Araabi

Journal:

International Journal of Computer Vision

Year:

2009

Language:

english

File:

PDF, 656 KB

english, 2009

2

[IEEE 2012 9th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) - Beijing, China (2012.09.18-2012.09.21)] 2012 IEEE Ninth International Conference on Advanced Video and Signal-Based Surveillance - Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification

Sanderson, Conrad, Harandi, Mehrtash T., Wong, Yongkang, Lovell, Brian C.

Year:

2012

Language:

english

File:

PDF, 311 KB

english, 2012

3

Extrinsic Methods for Coding and Dictionary Learning on Grassmann Manifolds

Harandi, Mehrtash, Hartley, Richard, Shen, Chunhua, Lovell, Brian, Sanderson, Conrad

Journal:

International Journal of Computer Vision

Year:

2015

Language:

english

File:

PDF, 2.05 MB

english, 2015

4

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches

Wong, Yongkang, Harandi, Mehrtash T., Sanderson, Conrad, Lovell, Brian C.

Year:

2012

Language:

english

File:

PDF, 3.37 MB

english, 2012

5

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Directed Random Subspace Method for Face Recognition

Harandi, Mehrtash T., Ahmadabadi, Majid Nili, Araabi, Babak N., Bigdeli, Abbas, Lovell, Brian C.

Year:

2010

Language:

english

File:

PDF, 951 KB

english, 2010

6

[IEEE 2007 9th International Symposium on Signal Processing and Its Applications (ISSPA) - Sharjah, United Arab Emirates (2007.2.12-2007.2.15)] 2007 9th International Symposium on Signal Processing and Its Applications - A hybrid model for face recognition using facial components

Harandi, Mehrtash T., Ahmadabadi, Majid Nili, Araabi, Babak N.

Year:

2007

Language:

english

File:

PDF, 321 KB

english, 2007

7

[IEEE 2010 17th IEEE International Conference on Image Processing (ICIP 2010) - Hong Kong, Hong Kong (2010.09.26-2010.09.29)] 2010 IEEE International Conference on Image Processing - Image-set face recognition based on transductive learning

Harandi, Mehrtash T., Bigdeli, Abbas, Lovell, Brian C.

Year:

2010

Language:

english

File:

PDF, 123 KB

english, 2010

8

[IEEE 2013 IEEE International Conference on Computer Vision (ICCV) - Sydney, Australia (2013.12.1-2013.12.8)] 2013 IEEE International Conference on Computer Vision - Unsupervised Domain Adaptation by Domain Invariant Projection

Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C., Salzmann, Mathieu

Year:

2013

Language:

english

File:

PDF, 406 KB

english, 2013

9

On robust face recognition via sparse coding: the good, the bad and the ugly

Sanderson, Conrad, Harandi, Mehrtash T., Wong, Yongkang

Journal:

Year:

2014

Language:

english

File:

PDF, 993 KB

english, 2014

10

Face Recognition from Still Images to Video Sequences: A Local-Feature-Based Framework

Chen, Shaokang, Mau, Sandra, Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas, Lovell, Brian C.

Journal:

EURASIP Journal on Image and Video Processing

Year:

2011

Language:

english

File:

PDF, 2.32 MB

english, 2011

11

[IEEE 2019 IEEE/CVF International Conference on Computer Vision (ICCV) - Seoul, Korea (South) (2019.10.27-2019.11.2)] 2019 IEEE/CVF International Conference on Computer Vision (ICCV) - Siamese Networks: The Tale of Two Manifolds

Roy, Soumava, Harandi, Mehrtash, Nock, Richard, Hartley, Richard

Year:

2019

File:

PDF, 612 KB

2019

12

Domain Adaptation by Joint Distribution Invariant Projections

Chen, Sentao, Harandi, Mehrtash, Jin, Xiaona, Yang, Xiaowei

Journal:

IEEE Transactions on Image Processing

Year:

2020

File:

PDF, 1.71 MB

2020

13

[IEEE 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Seattle, WA, USA (2020.6.13-2020.6.19)] 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) - Learning to Optimize on SPD Manifolds

Gao, Zhi, Wu, Yuwei, Jia, Yunde, Harandi, Mehrtash

Year:

2020

File:

PDF, 823 KB

2020

14

[IEEE 2012 IEEE Workshop on Applications of Computer Vision (WACV) - Breckenridge, CO, USA (2012.01.9-2012.01.11)] 2012 IEEE Workshop on the Applications of Computer Vision (WACV) - Kernel analysis over Riemannian manifolds for visual recognition of actions, pedestrians and textures

Harandi, Mehrtash T., Sanderson, Conrad, Wiliem, Arnold, Lovell, Brian C.

Year:

2012

Language:

english

File:

PDF, 4.02 MB

english, 2012

15

[IEEE 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Clearwater Beach, FL, USA (2013.01.15-2013.01.17)] 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Spatio-temporal covariance descriptors for action and gesture recognition

Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtash T., Lovell, Brian C.

Year:

2013

Language:

english

File:

PDF, 1.44 MB

english, 2013

16

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Portland, OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition - Improved Image Set Classification via Joint Sparse Approximated Nearest Subspaces

Chen, Shaokang, Sanderson, Conrad, Harandi, Mehrtash T., Lovell, Brian C.

Year:

2013

Language:

english

File:

PDF, 797 KB

english, 2013

17

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Portland, OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition - Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices

Jayasumana, Sadeep, Hartley, Richard, Salzmann, Mathieu, Li, Hongdong, Harandi, Mehrtash

Year:

2013

Language:

english

File:

PDF, 493 KB

english, 2013

18

[IEEE 2012 19th IEEE International Conference on Image Processing (ICIP 2012) - Orlando, FL, USA (2012.09.30-2012.10.3)] 2012 19th IEEE International Conference on Image Processing - Clustering on Grassmann manifolds via kernel embedding with application to action analysis

Shirazi, Sareh, Harandi, Mehrtash T., Sanderson, Conrad, Alavi, Azadeh, Lovell, Brian C.

Year:

2012

Language:

english

File:

PDF, 460 KB

english, 2012

19

Fisher tensors for classifying human epithelial cells

Faraki, Masoud, Harandi, Mehrtash T., Wiliem, Arnold, Lovell, Brian C.

Journal:

Pattern Recognition

Year:

2014

Language:

english

File:

PDF, 2.06 MB

english, 2014

20

Kernel analysis on Grassmann manifolds for action recognition

Harandi, Mehrtash T., Sanderson, Conrad, Shirazi, Sareh, Lovell, Brian C.

Journal:

Pattern Recognition Letters

Year:

2013

Language:

english

File:

PDF, 1.05 MB

english, 2013

21

[IEEE 2014 IEEE Winter Conference on Applications of Computer Vision (WACV) - Steamboat Springs, CO, USA (2014.3.24-2014.3.26)] IEEE Winter Conference on Applications of Computer Vision - Object tracking via non-Euclidean geometry: A Grassmann approach

Shirazi, Sareh, Harandi, Mehrtash T., Lovell, Brian C., Sanderson, Conrad

Year:

2014

Language:

english

File:

PDF, 2.76 MB

english, 2014

22

Discriminative Non-Linear Stationary Subspace Analysis for Video Classification

Baktashmotlagh, Mahsa, Harandi, Mehrtash, Lovell, Brian C., Salzmann, Mathieu

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2014

Language:

english

File:

PDF, 691 KB

english, 2014

23

[IEEE 2011 18th IEEE International Conference on Image Processing (ICIP 2011) - Brussels, Belgium (2011.09.11-2011.09.14)] 2011 18th IEEE International Conference on Image Processing - Ensemble of furthest subspace pairs for enhanced image set matching

Harandi, Mehrtash T., Sanderson, Conrad, Bigdeli, Abbas, Lovell, Brian C.

Year:

2011

Language:

english

File:

PDF, 749 KB

english, 2011

24

[IEEE 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Clearwater Beach, FL, USA (2013.01.15-2013.01.17)] 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Relational divergence based classification on Riemannian manifolds

Alavi, Azadeh, Harandi, Mehrtash T., Sanderson, Conrad

Year:

2013

Language:

english

File:

PDF, 719 KB

english, 2013

25

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Bregman Divergences for Infinite Dimensional Covariance Matrices

Harandi, Mehrtash, Salzmann, Mathieu, Porikli, Fatih

Year:

2014

Language:

english

File:

PDF, 285 KB

english, 2014

26

[IEEE 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Hobart, Australia (2013.11.26-2013.11.28)] 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Combining Multiple Manifold-Valued Descriptors for Improved Object Recognition

Jayasumana, Sadeep, Hartley, Richard, Salzmann, Mathieu, Li, Hongdong, Harandi, Mehrtash

Year:

2013

Language:

english

File:

PDF, 460 KB

english, 2013

27

Novelty detection in human tracking based on spatiotemporal oriented energies

Emami, Ali, Harandi, Mehrtash T., Dadgostar, Farhad, Lovell, Brian C.

Journal:

Pattern Recognition

Year:

2015

Language:

english

File:

PDF, 4.54 MB

english, 2015

28

[IEEE 2013 20th IEEE International Conference on Image Processing (ICIP) - Melbourne, Australia (2013.09.15-2013.09.18)] 2013 IEEE International Conference on Image Processing - Multi-shot person re-identification via relational Stein divergence

Alavi, Azadeh, Yang, Yan, Harandi, Mehrtash, Sanderson, Conrad

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

29

[IEEE 2013 IEEE International Conference on Computer Vision (ICCV) - Sydney, Australia (2013.12.1-2013.12.8)] 2013 IEEE International Conference on Computer Vision - Dictionary Learning and Sparse Coding on Grassmann Manifolds: An Extrinsic Solution

Harandi, Mehrtash, Sanderson, Conrad, Shen, Chunhua, Lovell, Brian

Year:

2013

Language:

english

File:

PDF, 441 KB

english, 2013

30

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Optimizing over Radial Kernels on Compact Manifolds

Jayasumana, Sadeep, Hartley, Richard, Salzmann, Mathieu, Li, Hongdong, Harandi, Mehrtash

Year:

2014

Language:

english

File:

PDF, 364 KB

english, 2014

31

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Domain Adaptation on the Statistical Manifold

Baktashmotlagh, Mahsa, Harandi, Mehrtash T., Lovell, Brian C., Salzmann, Mathieu

Year:

2014

Language:

english

File:

PDF, 480 KB

english, 2014

32

[IEEE 2012 19th IEEE International Conference on Image Processing (ICIP 2012) - Orlando, FL, USA (2012.09.30-2012.10.3)] 2012 19th IEEE International Conference on Image Processing - K-tangent spaces on Riemannian manifolds for improved pedestrian detection

Sanin, Andres, Sanderson, Conrad, Harandi, Mehrtash T., Lovell, Brian C.

Year:

2012

Language:

english

File:

PDF, 155 KB

english, 2012

33

[IEEE 2007 IEEE/ACS International Conference on Computer Systems and Applications - Amman, Jordan (2007.05.13-2007.05.16)] 2007 IEEE/ACS International Conference on Computer Systems and Applications - A Hierarchical Face Identification System Based on Facial Components

Harandi, Mehrtash T, Ahmadabadi, Majid Nili, Araabi, Babak N.

Year:

2007

Language:

english

File:

PDF, 6.74 MB

english, 2007

34

[IEEE 2013 IEEE International Conference on Computer Vision (ICCV) - Sydney, Australia (2013.12.1-2013.12.8)] 2013 IEEE International Conference on Computer Vision - A Framework for Shape Analysis via Hilbert Space Embedding

Jayasumana, Sadeep, Salzmann, Mathieu, Li, Hongdong, Harandi, Mehrtash

Year:

2013

Language:

english

File:

PDF, 287 KB

english, 2013

35

[IEEE 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Colorado Springs, CO, USA (2011.06.20-2011.06.25)] CVPR 2011 - Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching

Harandi, Mehrtash T., Sanderson, Conrad, Shirazi, Sareh, Lovell, Brian C.

Year:

2011

Language:

english

File:

PDF, 673 KB

english, 2011

36

Sparse Coding on Symmetric Positive Definite Manifolds Using Bregman Divergences

Harandi, Mehrtash T., Hartley, Richard, Lovell, Brian, Sanderson, Conrad

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 3.06 MB

english, 2015

37

Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels

Jayasumana, Sadeep, Hartley, Richard, Salzmann, Mathieu, Li, Hongdong, Harandi, Mehrtash

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2015

Language:

english

File:

PDF, 2.37 MB

english, 2015

38

[IEEE 2015 IEEE Winter Conference on Applications of Computer Vision (WACV) - Waikoloa, HI, USA (2015.1.5-2015.1.9)] 2015 IEEE Winter Conference on Applications of Computer Vision - Material Classification on Symmetric Positive Definite Manifolds

Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih

Year:

2015

Language:

english

File:

PDF, 497 KB

english, 2015

39

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Approximate infinite-dimensional Region Covariance Descriptors for image classification

Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih

Year:

2015

File:

PDF, 1.88 MB

2015

40

[IEEE 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Adelaide, Australia (2015.11.23-2015.11.25)] 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Bags of Affine Subspaces for Robust Object Tracking

Shirazi, Sareh, Sanderson, Conrad, McCool, Chris, Harandi, Mehrtash T.

Year:

2015

Language:

english

File:

PDF, 1.58 MB

english, 2015

41

[IEEE ICASSP 2015 - 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - South Brisbane, Queensland, Australia (2015.4.19-2015.4.24)] 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Approximate infinite-dimensional Region Covariance Descriptors for image classification

Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih

Year:

2015

Language:

english

File:

PDF, 1.88 MB

english, 2015

42

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Riemannian coding and dictionary learning: Kernels to the rescue

Harandi, Mehrtash, Salzmann, Mathieu

Year:

2015

Language:

english

File:

PDF, 180 KB

english, 2015

43

[IEEE 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Boston, MA, USA (2015.6.7-2015.6.12)] 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - More about VLAD: A leap from Euclidean to Riemannian manifolds

Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih

Year:

2015

Language:

english

File:

PDF, 509 KB

english, 2015

44

[IEEE 2015 IEEE International Conference on Computer Vision (ICCV) - Santiago, Chile (2015.12.7-2015.12.13)] 2015 IEEE International Conference on Computer Vision (ICCV) - Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs

Harandi, Mehrtash, Salzmann, Mathieu, Baktashmotlagh, Mahsa

Year:

2015

Language:

english

File:

PDF, 298 KB

english, 2015

45

[IEEE 2016 IEEE Winter Conference on Applications of Computer Vision (WACV) - Lake Placid, NY, USA (2016.3.7-2016.3.10)] 2016 IEEE Winter Conference on Applications of Computer Vision (WACV) - Image set classification by symmetric positive semi-definite matrices

Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih

Year:

2016

Language:

english

File:

PDF, 1.78 MB

english, 2016

46

Executable thematic special issue on pattern recognition techniques for indirect immunofluorescence images analysis

Harandi, Mehrtash, Lovell, Brian C., Percannella, Gennaro, Saggese, Alessia, Vento, Mario, Wiliem, Arnold

Journal:

Pattern Recognition Letters

Year:

2016

Language:

english

File:

PDF, 539 KB

english, 2016

47

Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods

Harandi, Mehrtash, Salzmann, Mathieu, Hartley, Richard

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2017

Language:

english

File:

PDF, 4.25 MB

english, 2017

48

Going deeper into action recognition: A survey

Herath, Samitha, Harandi, Mehrtash, Porikli, Fatih

Journal:

Image and Vision Computing

Year:

2017

Language:

english

File:

PDF, 9.34 MB

english, 2017

49

No Fuss Metric Learning, a Hilbert Space Scenario

Faraki, Masoud, T. Harandi, Mehrtash, Porikli, Fatih

Journal:

Pattern Recognition Letters

Year:

2017

Language:

english

File:

PDF, 1.94 MB

english, 2017

50

[IEEE 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Sydney, NSW (2017.11.29-2017.12.1)] 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) - Constrained Stochastic Gradient Descent: The Good Practice

Roy, Soumava Kumar, Harandi, Mehrtash

Year:

2017

Language:

english

File:

PDF, 3.08 MB

english, 2017