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ORCIDShervin Rahimzadeh Arashloo
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Journal Articles
- 2025
[j30]Sepehr Nourmohammadi, Shervin Rahimzadeh Arashloo, Josef Kittler:
ℓp-norm constrained one-class classifier combination. Inf. Fusion 114: 102700 (2025)- 2024
- [j29]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): 27 (2024) - [j28]Babak Vaheddoost, Shervin Rahimzadeh Arashloo, Mir Jafar Sadegh Safari:
Vertical and Horizontal Water Penetration Velocity Modeling in Nonhomogenous Soil Using Fast Multi-Output Relevance Vector Regression. Big Data 12(4): 299-311 (2024) - [j27]Salman Mohammad, Shervin Rahimzadeh Arashloo:
Robust one-class classification using deep kernel spectral regression. Neurocomputing 573: 127246 (2024) - [j26]Shervin Rahimzadeh Arashloo:
Large-margin multiple kernel ℓp-SVDD using Frank-Wolfe algorithm for novelty detection. Pattern Recognit. 148: 110189 (2024) - 2023
- [j25]Shervin Rahimzadeh Arashloo:
Unknown Face Presentation Attack Detection via Localized Learning of Multiple Kernels. IEEE Trans. Inf. Forensics Secur. 18: 1421-1432 (2023) - [j24]Shervin Rahimzadeh Arashloo:
One-Class Classification Using ℓp-Norm Multiple Kernel Fisher Null Approach. IEEE Trans. Image Process. 32: 1843-1856 (2023) - 2022
- [j23]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: 105425 (2022) - [j22]Shervin Rahimzadeh Arashloo, Josef Kittler:
Multi-target regression via non-linear output structure learning. Neurocomputing 492: 572-580 (2022) - [j21]Shervin Rahimzadeh Arashloo:
ℓp-Norm Support Vector Data Description. Pattern Recognit. 132: 108930 (2022) - 2021
- [j20]Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo:
Sparse kernel regression technique for self-cleansing channel design. Adv. Eng. Informatics 47: 101230 (2021) - [j19]Mir Jafar Sadegh Safari, Shervin Rahimzadeh Arashloo:
Kernel ridge regression model for sediment transport in open channel flow. Neural Comput. Appl. 33(17): 11255-11271 (2021) - [j18]Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler:
Client-specific anomaly detection for face presentation attack detection. Pattern Recognit. 112: 107696 (2021) - [j17]Shervin Rahimzadeh Arashloo:
Unseen Face Presentation Attack Detection Using Sparse Multiple Kernel Fisher Null-Space. IEEE Trans. Circuits Syst. Video Technol. 31(10): 4084-4095 (2021) - [j16]Shervin Rahimzadeh Arashloo:
Matrix-Regularized One-Class Multiple Kernel Learning for Unseen Face Presentation Attack Detection. IEEE Trans. Inf. Forensics Secur. 16: 4635-4647 (2021) - [j15]Shervin Rahimzadeh Arashloo, Josef Kittler:
Robust One-Class Kernel Spectral Regression. IEEE Trans. Neural Networks Learn. Syst. 32(3): 999-1013 (2021) - 2019
- [j14]Shervin Rahimzadeh Arashloo:
Sparse binarised statistical dynamic features for spatio-temporal texture analysis. Signal Image Video Process. 13(3): 575-582 (2019) - 2017
- [j13]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: 13868-13882 (2017) - [j12]Shervin Rahimzadeh Arashloo, Mehdi Chehel Amirani, Ardeshir Noroozi:
Dynamic texture representation using a deep multi-scale convolutional network. J. Vis. Commun. Image Represent. 43: 89-97 (2017) - [j11]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): 113-126 (2017) - 2016
- [j10]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): 466-474 (2016) - [j9]Shervin Rahimzadeh Arashloo:
Incorporating higher-order point distribution model priors into MRFs using convex quadratic programming. Mach. Vis. Appl. 27(6): 821-832 (2016) - [j8]Ahmad Amirolad, Shervin Rahimzadeh Arashloo, Mehdi Chehel Amirani:
Multi-layer local energy patterns for texture representation and classification. Vis. Comput. 32(12): 1633-1644 (2016) - 2015
- [j7]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): 716-723 (2015) - [j6]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): 2396-2407 (2015) - 2014
- [j5]Shervin Rahimzadeh Arashloo, Josef Kittler:
Fast pose invariant face recognition using super coupled multiresolution Markov Random Fields on a GPU. Pattern Recognit. Lett. 48: 49-59 (2014) - [j4]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): 2100-2109 (2014) - [j3]Shervin Rahimzadeh Arashloo, Josef Kittler:
Dynamic Texture Recognition Using Multiscale Binarized Statistical Image Features. IEEE Trans. Multim. 16(8): 2099-2109 (2014) - 2011
- [j2]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): 1073-1083 (2011) - [j1]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): 1274-1280 (2011)
Conference and Workshop Papers
- 2019
- [c8]Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler:
Spoofing Attack Detection by Anomaly Detection. ICASSP 2019: 8464-8468 - [c7]Soroush Fatemifar, Muhammad Awais, Shervin Rahimzadeh Arashloo, Josef Kittler:
Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection. ICB 2019: 1-7 - 2017
- [c6]Shervin Rahimzadeh Arashloo, Josef Kittler:
An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol. IJCB 2017: 80-89 - 2013
- [c5]Shervin Rahimzadeh Arashloo, Josef Kittler:
Efficient processing of MRFs for unconstrained-pose face recognition. BTAS 2013: 1-8 - 2010
- [c4]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: 1-8 - 2009
- [c3]Shervin Rahimzadeh Arashloo, Josef Kittler:
Hierarchical Image Matching for Pose-invariant Face Recognition. BMVC 2009: 1-11 - [c2]Shervin Rahimzadeh Arashloo, Josef Kittler:
Pose-Invariant Face Matching Using MRF Energy Minimization Framework. EMMCVPR 2009: 56-69 - 2007
- [c1]Shervin Rahimzadeh Arashloo, Alireza Ahmadyfard:
Fine Estimation of Blur Parmeters for Image Restoration. DSP 2007: 427-430
Informal and Other Publications
- 2023
- [i9]Sepehr Nourmohammadi, Shervin Rahimzadeh Arashloo:
Lp-Norm Constrained One-Class Classifier Combination. CoRR abs/2312.15769 (2023) - 2022
- [i8]Shervin Rahimzadeh Arashloo:
𝓁p Slack Norm Support Vector Data Description. CoRR abs/2203.08932 (2022) - [i7]Shervin Rahimzadeh Arashloo:
Unknown Face Presentation Attack Detection via Localised Learning of Multiple Kernels. CoRR abs/2204.10675 (2022) - 2020
- [i6]Shervin Rahimzadeh Arashloo:
𝓁1-Norm Multiple Kernel One-Class Fisher Null-Space. CoRR abs/2008.08642 (2020) - 2019
- [i5]Shervin Rahimzadeh Arashloo, Josef Kittler:
Robust One-Class Kernel Spectral Regression. CoRR abs/1902.02208 (2019) - [i4]Shervin Rahimzadeh Arashloo, Josef Kittler:
Multi-Task Kernel Null-Space for One-Class Classification. CoRR abs/1905.09173 (2019) - [i3]Shervin Rahimzadeh Arashloo:
Unseen Face Presentation Attack Detection Using Class-Specific Sparse One-Class Multiple Kernel Fusion Regression. CoRR abs/1912.13276 (2019) - 2018
- [i2]Shervin Rahimzadeh Arashloo, Josef Kittler:
Client-Specific Anomaly Detection for Face Presentation Attack Detection. CoRR abs/1807.00848 (2018) - [i1]Shervin Rahimzadeh Arashloo, Josef Kittler:
One-Class Kernel Spectral Regression for Outlier Detection. CoRR abs/1807.01085 (2018)
Coauthor Index
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