Sparse recovery-based error concealment for multiview images. - Ali Akbari 003; Maria Trocan (IWCIM, 2015)

Adaptive saliency-based compressive sensing image reconstruction. - Ali Akbari 003; Diana Mandache; Maria Trocan; Bertrand Granado (ICME Workshops, 2016)

Image compression using adaptive sparse representations over trained dictionaries. - Ali Akbari 003; Maria Trocan; Bertrand Granado (MMSP, 2016)

Image error concealment using sparse representations over a trained dictionary. - Ali Akbari 003; Maria Trocan; Bertrand Granado (PCS, 2016)

Image error concealment based on joint sparse representation and non-local similarity. - Ali Akbari 003; Maria Trocan; Bertrand Granado (GlobalSIP, 2017)

Joint-domain dictionary learning-based error concealment using common space mapping. - Ali Akbari 003; Maria Trocan; Bernard Granado (DSP, 2017)

Sparse Recovery-Based Error Concealment. - Ali Akbari 003; Maria Trocan; Bertrand Granado (IEEE Trans. Multim., 2017)

Adaptive Compressed Sensing Image Reconstruction Using Binary Measurement Matrices. - Ali Akbari 003; Marco Trevisi; Maria Trocan (ICECS, 2018)

Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix. - Ali Akbari 003; Maria Trocan (ICIP, 2018)

Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations. - Ali Akbari 003; Maria Trocan (MMSP, 2018)

Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. - Ali Akbari 003; Muhammad Awais 001; Josef Kittler (IJCB, 2020)

Cross Modal Person Re-identification with Visual-Textual Queries. - Ammarah Farooq; Muhammad Awais 001; Josef Kittler; Ali Akbari 003; Syed Safwan Khalid (IJCB, 2020)

Deep Learning-Aided Finite-Capacity Fronthaul Cell-Free Massive MIMO with Zero Forcing. - Manijeh Bashar; Ali Akbari 003; Kanapathippillai Cumanan; Hien Quoc Ngo; Alister G. Burr; Pei Xiao 001; Mérouane Debbah (ICC, 2020)

A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (ICIP, 2020)

A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. - Ali Akbari 003; Muhammad Awais 001; Zhenhua Feng 001; Ammarah Farooq; Josef Kittler (ICPR, 2020)

A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions. - Ammarah Farooq; Muhammad Awais 001; Fei Yan 001; Josef Kittler; Ali Akbari 003; Syed Safwan Khalid (CoRR, 2020)

Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink. - Manijeh Bashar; Ali Akbari 003; Kanapathippillai Cumanan; Hien Quoc Ngo; Alister G. Burr; Pei Xiao 001; Mérouane Debbah; Josef Kittler (IEEE J. Sel. Areas Commun., 2020)

Resolution Invariant Face Recognition Using a Distillation Approach. - Syed Safwan Khalid; Muhammad Awais 001; Zhenhua Feng 001; Chi-Ho Chan; Ammarah Farooq; Ali Akbari 003; Josef Kittler (IEEE Trans. Biom. Behav. Identity Sci., 2020)

Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment. - Ali Akbari 003; Maria Trocan; Saeid Sanei; Bertrand Granado (IEEE Trans. Circuits Syst. Video Technol., 2020)

Compressive Imaging Using RIP-Compliant CMOS Imager Architecture and Landweber Reconstruction. - Marco Trevisi; Ali Akbari 003; Maria Trocan; Ángel Rodríguez-Vázquez; Ricardo Carmona-Galán (IEEE Trans. Circuits Syst. Video Technol., 2020)

Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (ICIP, 2021)

How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. - Ali Akbari 003; Muhammad Awais 001; Manijeh Bashar; Josef Kittler (ICML, 2021)

NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. - Syed Safwan Khalid; Muhammad Awais 001; Chi-Ho Chan; Zhenhua Feng 001; Ammarah Farooq; Ali Akbari 003; Josef Kittler (CoRR, 2021)

Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. - Ali Akbari 003; Muhammad Awais 001; Zhenhua Feng 001; Ammarah Farooq; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Developing a generic framework for anomaly detection. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (Pattern Recognit., 2022)

Face spoofing detection ensemble via multistage optimisation and pruning. - Soroush Fatemifar; Shahrokh Asadi; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (Pattern Recognit. Lett., 2022)

A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. - Ali Akbari 003; Muhammad Awais 001; Soroush Fatemifar; Syed Safwan Khalid; Josef Kittler (IEEE Trans. Cybern., 2022)

Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. - Ali Akbari 003; Muhammad Awais 001; Soroush Fatemifar; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. - Ali Akbari 003; Muhammad Awais 001; Manijeh Bashar; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2023)

Deep Reinforcement Learning-Based Sum Rate Fairness Trade-Off for Cell-Free mMIMO. - Mostafa Rahmani; Manijeh Bashar; Mohammad Javad Dehghani; Ali Akbari 003; Pei Xiao 001; Rahim Tafazolli; Mérouane Debbah (IEEE Trans. Veh. Technol., 2023)

NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. - Syed Safwan Khalid; Muhammad Awais 001; Zhenhua Feng 001; Chi-Ho Chan; Ammarah Farooq; Ali Akbari 003; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. - Ali Akbari 003; Muhammad Awais 001; Soroush Fatemifar; Syed Safwan Khalid; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Pure anomaly detection via self-supervised deep metric learning with adaptive margin. - Soroush Fatemifar; Muhammad Awais 001; Ali Akbari 003; Josef Kittler (Neurocomputing, 2025)