Shervin Rahimzadeh Arashloo

Orcid: 0000-0003-0189-4774

According to our database1, Shervin Rahimzadeh Arashloo authored at least 44 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Large-margin multiple kernel ℓp-SVDD using Frank-Wolfe algorithm for novelty detection.
Pattern Recognit., April, 2024

Robust one-class classification using deep kernel spectral regression.
Neurocomputing, March, 2024

Lq-norm multiple kernel fusion regression for self-cleansing sediment transport.
Artif. Intell. Rev., February, 2024

2023
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach.
IEEE Trans. Image Process., 2023

Unknown Face Presentation Attack Detection via Localized Learning of Multiple Kernels.
IEEE Trans. Inf. Forensics Secur., 2023

Lp-Norm Constrained One-Class Classifier Combination.
CoRR, 2023

2022
ℓ<sub><i>p</i></sub>-Norm Support Vector Data Description.
Pattern Recognit., 2022

Multi-target regression via non-linear output structure learning.
Neurocomputing, 2022

Fast multi-output relevance vector regression for joint groundwater and lake water depth modeling.
Environ. Model. Softw., 2022

Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels.
CoRR, 2022

𝓁<sub>p</sub> Slack Norm Support Vector Data Description.
CoRR, 2022

2021
Robust One-Class Kernel Spectral Regression.
IEEE Trans. Neural Networks Learn. Syst., 2021

Matrix-Regularized One-Class Multiple Kernel Learning for Unseen Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2021

Unseen Face Presentation Attack Detection Using Sparse Multiple Kernel Fisher Null-Space.
IEEE Trans. Circuits Syst. Video Technol., 2021

Client-specific anomaly detection for face presentation attack detection.
Pattern Recognit., 2021

Kernel ridge regression model for sediment transport in open channel flow.
Neural Comput. Appl., 2021

Sparse kernel regression technique for self-cleansing channel design.
Adv. Eng. Informatics, 2021

2020
𝓁<sub>1</sub>-Norm Multiple Kernel One-Class Fisher Null-Space.
CoRR, 2020

2019
Sparse binarised statistical dynamic features for spatio-temporal texture analysis.
Signal Image Video Process., 2019

Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression.
CoRR, 2019

Multi-Task Kernel Null-Space for One-Class Classification.
CoRR, 2019

Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection.
Proceedings of the 2019 International Conference on Biometrics, 2019

Spoofing Attack Detection by Anomaly Detection.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
One-Class Kernel Spectral Regression for Outlier Detection.
CoRR, 2018

Client-Specific Anomaly Detection for Face Presentation Attack Detection.
CoRR, 2018

2017
Multiscale binarised statistical image features for symmetric face matching using multiple descriptor fusion based on class-specific LDA.
Pattern Anal. Appl., 2017

Dynamic texture representation using a deep multi-scale convolutional network.
J. Vis. Commun. Image Represent., 2017

An Anomaly Detection Approach to Face Spoofing Detection: A New Formulation and Evaluation Protocol.
IEEE Access, 2017

An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

2016
Multi-layer local energy patterns for texture representation and classification.
Vis. Comput., 2016

Incorporating higher-order point distribution model priors into MRFs using convex quadratic programming.
Mach. Vis. Appl., 2016

A comparison of deep multilayer networks and Markov random field matching models for face recognition in the wild.
IET Comput. Vis., 2016

2015
Face Spoofing Detection Based on Multiple Descriptor Fusion Using Multiscale Dynamic Binarized Statistical Image Features.
IEEE Trans. Inf. Forensics Secur., 2015

Local selected features of dual-tree complex wavelet transform for single sample face recognition.
IET Image Process., 2015

2014
Dynamic Texture Recognition Using Multiscale Binarized Statistical Image Features.
IEEE Trans. Multim., 2014

Class-Specific Kernel Fusion of Multiple Descriptors for Face Verification Using Multiscale Binarised Statistical Image Features.
IEEE Trans. Inf. Forensics Secur., 2014

Fast pose invariant face recognition using super coupled multiresolution Markov Random Fields on a GPU.
Pattern Recognit. Lett., 2014

2013
Efficient processing of MRFs for unconstrained-pose face recognition.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2011
Energy Normalization for Pose-Invariant Face Recognition Based on MRF Model Image Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Pose-invariant face recognition by matching on multi-resolution MRFs linked by supercoupling transform.
Comput. Vis. Image Underst., 2011

2010
Facial feature localization using graph matching with higher order statistical shape priors and global optimization.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Pose-Invariant Face Matching Using MRF Energy Minimization Framework.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

Hierarchical Image Matching for Pose-invariant Face Recognition.
Proceedings of the British Machine Vision Conference, 2009

2007
Fine Estimation of Blur Parmeters for Image Restoration.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007


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