Ali Akbari

34 papers A* 1B 6C 3Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Pure anomaly detection via self-supervised deep metric learning with adaptive margin.
Neurocomputing
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
2024 J jnl
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation.
IEEE Trans. Pattern Anal. Mach. Intell.
Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler
2023 J jnl
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning.
IEEE Trans. Neural Networks Learn. Syst.
Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler
2023 J jnl
Deep Order-Preserving Learning With Adaptive Optimal Transport Distance.
IEEE Trans. Pattern Anal. Mach. Intell.
Ali Akbari, Muhammad Awais, Soroush Fatemifar, Josef Kittler
2023 J jnl
Deep Reinforcement Learning-Based Sum Rate Fairness Trade-Off for Cell-Free mMIMO.
IEEE Trans. Veh. Technol.
Mostafa Rahmani Ghourtani, Manijeh Bashar, Mohammad Javad Dehghani, Ali Akbari, Pei Xiao, Rahim Tafazolli, Mérouane Debbah
2023 J jnl
NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet.
IEEE Trans. Pattern Anal. Mach. Intell.
Syed Safwan Khalid, Muhammad Awais, Zhenhua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler
2022 J jnl
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation.
IEEE Trans. Cybern.
Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler
2022 J jnl
Developing a generic framework for anomaly detection.
Pattern Recognit.
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
2022 J jnl
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler
2022 J jnl
Face spoofing detection ensemble via multistage optimisation and pruning.
Pattern Recognit. Lett.
Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler
2021 A* conf
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation.
ICML
Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler
2021 J jnl
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition.
CoRR
Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan, Zhenhua Feng, Ammarah Farooq, Ali Akbari, Josef Kittler
2021 B conf
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors.
ICIP
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
2020 J jnl
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions.
CoRR
Ammarah Farooq, Muhammad Awais, Fei Yan, Josef Kittler, Ali Akbari, Syed Safwan Khalid
2020 B conf
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation.
ICPR
Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler
2020 J jnl
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation.
CoRR
Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler
2020 B conf
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection.
ICIP
Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler
2020 J jnl
Compressive Imaging Using RIP-Compliant CMOS Imager Architecture and Landweber Reconstruction.
IEEE Trans. Circuits Syst. Video Technol.
Marco Trevisi, Ali Akbari, Maria Trocan, Ángel Rodríguez-Vázquez, Ricardo Carmona-Galán
2020 B conf
Cross Modal Person Re-identification with Visual-Textual Queries.
IJCB
Ammarah Farooq, Muhammad Awais, Josef Kittler, Ali Akbari, Syed Safwan Khalid
2020 — conf
Deep Learning-Aided Finite-Capacity Fronthaul Cell-Free Massive MIMO with Zero Forcing.
ICC
Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah
2020 J jnl
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink.
IEEE J. Sel. Areas Commun.
Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah, Josef Kittler
2020 J jnl
Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment.
IEEE Trans. Circuits Syst. Video Technol.
Ali Akbari, Maria Trocan, Saeid Sanei, Bertrand Granado
2020 J jnl
Resolution Invariant Face Recognition Using a Distillation Approach.
IEEE Trans. Biom. Behav. Identity Sci.
Syed Safwan Khalid, Muhammad Awais, Zhenhua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler
2020 B conf
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges.
IJCB
Ali Akbari, Muhammad Awais, Josef Kittler
2018 — conf
Adaptive Compressed Sensing Image Reconstruction Using Binary Measurement Matrices.
ICECS
Ali Akbari, Marco Trevisi, Maria Trocan
2018 C conf
Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations.
MMSP
Ali Akbari, Maria Trocan
2018 B conf
Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix.
ICIP
Ali Akbari, Maria Trocan
2017 — conf
Image error concealment based on joint sparse representation and non-local similarity.
GlobalSIP
Ali Akbari, Maria Trocan, Bertrand Granado
2017 — conf
Joint-domain dictionary learning-based error concealment using common space mapping.
DSP
Ali Akbari, Maria Trocan, Bernard Granado
2017 J jnl
Sparse Recovery-Based Error Concealment.
IEEE Trans. Multim.
Ali Akbari, Maria Trocan, Bertrand Granado
2016 — conf
Adaptive saliency-based compressive sensing image reconstruction.
ICME Workshops
Ali Akbari, Diana Mandache, Maria Trocan, Bertrand Granado
2016 C conf
Image compression using adaptive sparse representations over trained dictionaries.
MMSP
Ali Akbari, Maria Trocan, Bertrand Granado
2016 C conf
Image error concealment using sparse representations over a trained dictionary.
PCS
Ali Akbari, Maria Trocan, Bertrand Granado
2015 — conf
Sparse recovery-based error concealment for multiview images.
IWCIM
Ali Akbari, Maria Trocan