Shervin Rahimzadeh Arashloo

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 35

Top Topics

Support Vector Data Description

Attack Detection

Kernel Ridge Regression

Top Venues

IEEE Trans. Inf. Forensics Secur.

Pattern Recognit.

Publications

Shervin Rahimzadeh Arashloo
Large-margin multiple kernel ℓp-SVDD using Frank-Wolfe algorithm for novelty detection. Pattern Recognit. 148 (2024)
Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo, Mehrnoush Kohandel Gargari
Lq-norm multiple kernel fusion regression for self-cleansing sediment transport. Artif. Intell. Rev. 57 (2) (2024)
Salman Mohammad, Shervin Rahimzadeh Arashloo
Robust one-class classification using deep kernel spectral regression. Neurocomputing 573 (2024)
Shervin Rahimzadeh Arashloo
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach. IEEE Trans. Image Process. 32 (2023)
Sepehr Nourmohammadi, Shervin Rahimzadeh Arashloo
Lp-Norm Constrained One-Class Classifier Combination. CoRR (2023)
Shervin Rahimzadeh Arashloo
Unknown Face Presentation Attack Detection via Localized Learning of Multiple Kernels. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Shervin Rahimzadeh Arashloo
-Norm Support Vector Data Description. Pattern Recognit. 132 (2022)
Shervin Rahimzadeh Arashloo
Slack Norm Support Vector Data Description. CoRR (2022)
Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo, Babak Vaheddoost
Fast multi-output relevance vector regression for joint groundwater and lake water depth modeling. Environ. Model. Softw. 154 (2022)
Shervin Rahimzadeh Arashloo, Josef Kittler
Multi-target regression via non-linear output structure learning. Neurocomputing 492 (2022)
Shervin Rahimzadeh Arashloo
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels. CoRR (2022)
Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler
Client-specific anomaly detection for face presentation attack detection. Pattern Recognit. 112 (2021)
Shervin Rahimzadeh Arashloo
Unseen Face Presentation Attack Detection Using Sparse Multiple Kernel Fisher Null-Space. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo
Sparse kernel regression technique for self-cleansing channel design. Adv. Eng. Informatics 47 (2021)
Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo
Kernel ridge regression model for sediment transport in open channel flow. Neural Comput. Appl. 33 (17) (2021)
Shervin Rahimzadeh Arashloo
Matrix-Regularized One-Class Multiple Kernel Learning for Unseen Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Shervin Rahimzadeh Arashloo, Josef Kittler
Robust One-Class Kernel Spectral Regression. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Shervin Rahimzadeh Arashloo
-Norm Multiple Kernel One-Class Fisher Null-Space. CoRR (2020)
Shervin Rahimzadeh Arashloo
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression. CoRR (2019)
Shervin Rahimzadeh Arashloo, Josef Kittler
Multi-Task Kernel Null-Space for One-Class Classification. CoRR (2019)
Shervin Rahimzadeh Arashloo
Sparse binarised statistical dynamic features for spatio-temporal texture analysis. Signal Image Video Process. 13 (3) (2019)
Shervin Rahimzadeh Arashloo, Josef Kittler
Robust One-Class Kernel Spectral Regression. CoRR (2019)
Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler
Spoofing Attack Detection by Anomaly Detection. ICASSP (2019)
Soroush Fatemifar, Muhammad Awais, Shervin Rahimzadeh Arashloo, Josef Kittler
Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection. ICB (2019)
Shervin Rahimzadeh Arashloo, Josef Kittler
Client-Specific Anomaly Detection for Face Presentation Attack Detection. CoRR (2018)
Shervin Rahimzadeh Arashloo, Josef Kittler
One-Class Kernel Spectral Regression for Outlier Detection. CoRR (2018)
Shervin Rahimzadeh Arashloo, Josef Kittler
An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol. IJCB (2017)
Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas
An Anomaly Detection Approach to Face Spoofing Detection: A New Formulation and Evaluation Protocol. IEEE Access 5 (2017)
Shervin Rahimzadeh Arashloo
Multiscale binarised statistical image features for symmetric face matching using multiple descriptor fusion based on class-specific LDA. Pattern Anal. Appl. 20 (1) (2017)
Shervin Rahimzadeh Arashloo, Mehdi Chehel Amirani, Ardeshir Noroozi
Dynamic texture representation using a deep multi-scale convolutional network. J. Vis. Commun. Image Represent. 43 (2017)
Ahmad Amirolad, Shervin Rahimzadeh Arashloo, Mehdi Chehel Amirani
Multi-layer local energy patterns for texture representation and classification. Vis. Comput. 32 (12) (2016)
Shervin Rahimzadeh Arashloo
Incorporating higher-order point distribution model priors into MRFs using convex quadratic programming. Mach. Vis. Appl. 27 (6) (2016)
Shervin Rahimzadeh Arashloo
A comparison of deep multilayer networks and Markov random field matching models for face recognition in the wild. IET Comput. Vis. 10 (6) (2016)
Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas
Face Spoofing Detection Based on Multiple Descriptor Fusion Using Multiscale Dynamic Binarized Statistical Image Features. IEEE Trans. Inf. Forensics Secur. 10 (11) (2015)
H. Hamidi, Mehdi Chehel Amirani, Shervin Rahimzadeh Arashloo
Local selected features of dual-tree complex wavelet transform for single sample face recognition. IET Image Process. 9 (8) (2015)
Shervin Rahimzadeh Arashloo, Josef Kittler
Fast pose invariant face recognition using super coupled multiresolution Markov Random Fields on a GPU. Pattern Recognit. Lett. 48 (2014)
Shervin Rahimzadeh Arashloo, Josef Kittler
Class-Specific Kernel Fusion of Multiple Descriptors for Face Verification Using Multiscale Binarised Statistical Image Features. IEEE Trans. Inf. Forensics Secur. 9 (12) (2014)
Shervin Rahimzadeh Arashloo, Josef Kittler
Dynamic Texture Recognition Using Multiscale Binarized Statistical Image Features. IEEE Trans. Multim. 16 (8) (2014)
Shervin Rahimzadeh Arashloo, Josef Kittler
Efficient processing of MRFs for unconstrained-pose face recognition. BTAS (2013)
Shervin Rahimzadeh Arashloo, Josef Kittler
Energy Normalization for Pose-Invariant Face Recognition Based on MRF Model Image Matching. IEEE Trans. Pattern Anal. Mach. Intell. 33 (6) (2011)
Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas
Pose-invariant face recognition by matching on multi-resolution MRFs linked by supercoupling transform. Comput. Vis. Image Underst. 115 (7) (2011)
Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas
Facial feature localization using graph matching with higher order statistical shape priors and global optimization. BTAS (2010)
Shervin Rahimzadeh Arashloo, Josef Kittler
Hierarchical Image Matching for Pose-invariant Face Recognition. BMVC (2009)
Shervin Rahimzadeh Arashloo, Josef Kittler
Pose-Invariant Face Matching Using MRF Energy Minimization Framework. EMMCVPR (2009)
Shervin Rahimzadeh Arashloo, Alireza Ahmadyfard
Fine Estimation of Blur Parmeters for Image Restoration. DSP (2007)