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Ali Akbari
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2020 – today
- 2025
- [j28]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Pure anomaly detection via self-supervised deep metric learning with adaptive margin. Neurocomputing 611: 128659 (2025) - 2024
- [j27]Saleh Afroogh, Ali Mostafavi, Ali Akbari, Yasser Pouresmaeil, Sajedeh Goudarzi, Faegheh Hajhosseini, Kambiz Rasoulkhani:
Embedded Ethics for Responsible Artificial Intelligence Systems (EE-RAIS) in disaster management: a conceptual model and its deployment. AI Ethics 4(4): 1117-1141 (2024) - [j26]Asiful Arefeen, Ali Akbari, Seyed-Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh:
Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error. ACM Trans. Comput. Heal. 5(1): 1:1-1:19 (2024) - [j25]Ali Akbari, Mohsen Nowkarizi, Reza Rostami, Ali Moghimi:
The role of psychological, skill level and demographic variables in information-seeking behaviours in mental health professionals. J. Inf. Sci. 50(2): 420-433 (2024) - [j24]Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler:
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1603-1617 (2024) - [i7]Saleh Afroogh, Ali Akbari, Evan Malone, Mohammadali Kargar, Hananeh Alambeigi:
Trust in AI: Progress, Challenges, and Future Directions. CoRR abs/2403.14680 (2024) - 2023
- [j23]Ali Akbari, Muhammad Awais, Soroush Fatemifar, Josef Kittler:
Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 313-328 (2023) - [j22]Syed Safwan Khalid, Muhammad Awais, Zhenhua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler:
NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15249-15259 (2023) - [j21]Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. IEEE Trans. Neural Networks Learn. Syst. 34(1): 119-133 (2023) - [j20]Mostafa Rahmani, Manijeh Bashar, Mohammad Javad Dehghani, Ali Akbari, Pei Xiao, Rahim Tafazolli, Mérouane Debbah:
Deep Reinforcement Learning-Based Sum Rate Fairness Trade-Off for Cell-Free mMIMO. IEEE Trans. Veh. Technol. 72(5): 6039-6055 (2023) - 2022
- [j19]Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali:
Tracing app technology: an ethical review in the COVID-19 era and directions for post-COVID-19. Ethics Inf. Technol. 24(3): 30 (2022) - [j18]Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler:
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1869-1887 (2022) - [j17]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Developing a generic framework for anomaly detection. Pattern Recognit. 124: 108500 (2022) - [j16]Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler:
Face spoofing detection ensemble via multistage optimisation and pruning. Pattern Recognit. Lett. 158: 1-8 (2022) - [j15]Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler:
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. IEEE Trans. Cybern. 52(10): 9986-9999 (2022) - [j14]Ali Akbari, Jonathan Martinez, Roozbeh Jafari:
A Meta-Learning Approach for Fast Personalization of Modality Translation Models in Wearable Physiological Sensing. IEEE J. Biomed. Health Informatics 26(4): 1516-1527 (2022) - 2021
- [j13]Ali Akbari, Mehdi Hosseinzadeh, Shiva TaghipourEivazi, Somayyeh Jafarali Jassbi:
A New High-Speed, Low-Area Residue-to-Binary Converter For the Moduli Set 24n , 22n + 1, 2n + 1, 2n - 1 Based on CRT-1. Circuits Syst. Signal Process. 40(11): 5773-5786 (2021) - [j12]Ali Akbari, Reese Grimsley, Roozbeh Jafari:
Data-driven Context Detection Leveraging Passively Sensed Nearables for Recognizing Complex Activities of Daily Living. ACM Trans. Comput. Heal. 2(2): 12:1-12:22 (2021) - [j11]Ali Akbari, Jonathan Martinez, Roozbeh Jafari:
Facilitating Human Activity Data Annotation via Context-Aware Change Detection on Smartwatches. ACM Trans. Embed. Comput. Syst. 20(2): 15:1-15:20 (2021) - [c33]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. ICIP 2021: 3622-3626 - [c32]Saber Kazeminasab, Ali Akbari, Roozbeh Jafari, M. Katherine Banks:
Design, Characterization, and Control of a Size Adaptable In-pipe Robot for Water Distribution Systems. ICIT 2021: 39-46 - [c31]Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. ICML 2021: 141-151 - [c30]Luffina C. Huang, Ali Akbari, Roozbeh Jafari:
A Graph-based Method for Interbeat Interval and Heart Rate Variability Estimation Featuring Multichannel PPG Signals During Intensive Activity. IEEE SENSORS 2021: 1-4 - [c29]Ali Akbari, Roozbeh Jafari:
Power-Aware Heart Rate Monitoring using Particle Filters. ISLPED 2021: 1 - [i6]Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan, Zhenhua Feng, Ammarah Farooq, Ali Akbari, Josef Kittler:
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. CoRR abs/2103.03503 (2021) - [i5]Asiful Arefeen, Ali Akbari, Seyed-Iman Mirzadeh, Roozbeh Jafari, Behrooz A. Shirazi, Hassan Ghasemzadeh:
Inter-Beat Interval Estimation with Tiramisu Model: A Novel Approach with Reduced Error. CoRR abs/2107.00693 (2021) - [i4]Saleh Afroogh, Amir Esmalian, Ali Mostafavi, Ali Akbari, Kambiz Rasoulkhani, Shahriar Esmaeili, Ehsan Hajiramezanali:
Tracing app technology: An ethical review in the COVID-19 era and directions for post-COVID-19. CoRR abs/2108.12673 (2021) - 2020
- [j10]Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah, Josef Kittler:
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink. IEEE J. Sel. Areas Commun. 38(8): 1678-1697 (2020) - [j9]Syed Safwan Khalid, Muhammad Awais, Zhenhua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler:
Resolution Invariant Face Recognition Using a Distillation Approach. IEEE Trans. Biom. Behav. Identity Sci. 2(4): 410-420 (2020) - [j8]Ali Akbari, Roozbeh Jafari:
Personalizing Activity Recognition Models Through Quantifying Different Types of Uncertainty Using Wearable Sensors. IEEE Trans. Biomed. Eng. 67(9): 2530-2541 (2020) - [j7]Marco Trevisi, Ali Akbari, Maria Trocan, Ángel Rodríguez-Vázquez, Ricardo Carmona-Galán:
Compressive Imaging Using RIP-Compliant CMOS Imager Architecture and Landweber Reconstruction. IEEE Trans. Circuits Syst. Video Technol. 30(2): 387-399 (2020) - [j6]Ali Akbari, Maria Trocan, Saeid Sanei, Bertrand Granado:
Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2559-2574 (2020) - [j5]Ali Akbari, Roger Solis Castilla, Roozbeh Jafari, Bobak J. Mortazavi:
Using Intelligent Personal Annotations to Improve Human Activity Recognition for Movements in Natural Environments. IEEE J. Biomed. Health Informatics 24(9): 2639-2650 (2020) - [c28]Jonathan Martinez, Ali Akbari, Kaan Sel, Roozbeh Jafari:
Strategic Attention Learning for Modality Translation. ICASSP 2020: 1030-1034 - [c27]Ali Akbari, Muhammad Awais, Josef Kittler:
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. IJCB 2020: 1-8 - [c26]Ammarah Farooq, Muhammad Awais, Josef Kittler, Ali Akbari, Syed Safwan Khalid:
Cross Modal Person Re-identification with Visual-Textual Queries. IJCB 2020: 1-8 - [c25]Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah:
Deep Learning-Aided Finite-Capacity Fronthaul Cell-Free Massive MIMO with Zero Forcing. ICC 2020: 1-6 - [c24]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. ICIP 2020: 1371-1375 - [c23]Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler:
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. ICPR 2020: 10629-10635 - [i3]Ammarah Farooq, Muhammad Awais, Fei Yan, Josef Kittler, Ali Akbari, Syed Safwan Khalid:
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions. CoRR abs/2003.00808 (2020) - [i2]Ali Akbari, Muhammad Awais, Zhenhua Feng, Ammarah Farooq, Josef Kittler:
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. CoRR abs/2010.10368 (2020) - [i1]Saber Kazeminasab, Ali Akbari, Roozbeh Jafari, M. Katherine Banks:
Design, Characterization, and Control of a Size Adaptable In-pipe Robot for Water Distribution Systems. CoRR abs/2012.15236 (2020)
2010 – 2019
- 2019
- [c22]Ali Akbari, Roozbeh Jafari:
A Deep Learning Assisted Method for Measuring Uncertainty in Activity Recognition with Wearable Sensors. BHI 2019: 1-5 - [c21]Ali Akbari, Roozbeh Jafari:
An Autoencoder-based Approach for Recognizing Null Class in Activities of Daily Living In-the-wild via Wearable Motion Sensors. ICASSP 2019: 3392-3396 - [c20]Ali Akbari, Peiming Liu, Bobak J. Mortazavi, Roozbeh Jafari:
Tagging wearable accelerometers in camera frames through information translation between vision sensors and accelerometers. ICCPS 2019: 174-184 - [c19]Roger Solis, Arash Pakbin, Ali Akbari, Bobak J. Mortazavi, Roozbeh Jafari:
A human-centered wearable sensing platform with intelligent automated data annotation capabilities. IoTDI 2019: 255-260 - [c18]Ali Akbari, Roozbeh Jafari:
Transferring activity recognition models for new wearable sensors with deep generative domain adaptation. IPSN 2019: 85-96 - 2018
- [b1]Ali Akbari:
Looking Into the Past: Identifying Genetic Mutations and Introgression Events that Shaped Human Adaptation. University of California, San Diego, USA, 2018 - [c17]Jian Wu, Ali Akbari, Reese Grimsley, Roozbeh Jafari:
A Decision Level Fusion and Signal Analysis Technique for Activity Segmentation and Recognition on Smart Phones. UbiComp/ISWC Adjunct 2018: 1571-1578 - [c16]Ali Akbari, Jian Wu, Reese Grimsley, Roozbeh Jafari:
Hierarchical Signal Segmentation and Classification for Accurate Activity Recognition. UbiComp/ISWC Adjunct 2018: 1596-1605 - [c15]Ali Akbari, Marco Trevisi, Maria Trocan:
Adaptive Compressed Sensing Image Reconstruction Using Binary Measurement Matrices. ICECS 2018: 659-660 - [c14]Ali Akbari, Maria Trocan:
Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix. ICIP 2018: 1832-1836 - [c13]Ali Akbari, Maria Trocan:
Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations. MMSP 2018: 1-5 - 2017
- [j4]Ali Akbari, Maria Trocan, Bertrand Granado:
Sparse Recovery-Based Error Concealment. IEEE Trans. Multim. 19(6): 1339-1350 (2017) - [c12]Bassem Ibrahim, Ali Akbari, Roozbeh Jafari:
A novel method for pulse transit time estimation using wrist bio-impedance sensing based on a regression model. BioCAS 2017: 1-4 - [c11]Ali Akbari, Xien Thomas, Roozbeh Jafari:
Automatic noise estimation and context-enhanced data fusion of IMU and Kinect for human motion measurement. BSN 2017: 178-182 - [c10]Ali Akbari, Maria Trocan, Bertrand Granado:
Image error concealment based on joint sparse representation and non-local similarity. GlobalSIP 2017: 6-10 - [c9]Ali Akbari, Richard B. Dewey, Roozbeh Jafari:
Validation of a New Model-Free Signal Processing Method for Gait Feature Extraction Using Inertial Measurement Units to Diagnose and Quantify the Severity of Parkinson's Disease. ICCCN 2017: 1-5 - [c8]Ali Akbari, Maria Trocan, Bernard Granado:
Joint-domain dictionary learning-based error concealment using common space mapping. DSP 2017: 1-5 - 2016
- [c7]Ali Akbari, Diana Mandache, Maria Trocan, Bertrand Granado:
Adaptive saliency-based compressive sensing image reconstruction. ICME Workshops 2016: 1-6 - [c6]Ali Akbari, Maria Trocan, Bertrand Granado:
Image compression using adaptive sparse representations over trained dictionaries. MMSP 2016: 1-6 - [c5]Ali Akbari, Maria Trocan, Bertrand Granado:
Image error concealment using sparse representations over a trained dictionary. PCS 2016: 1-5 - 2015
- [j3]Ali Akbari, Meisam Khalil Arjmandi:
Employing linear prediction residual signal of wavelet sub-bands in automatic detection of laryngeal pathology. Biomed. Signal Process. Control. 18: 293-302 (2015) - [c4]Ali Akbari, Saadat Pour-Mozafari, Hamid Noori, Farhad Mehdipour:
Dynamic Task Priority Scaling for Thermal Management of Multi-core Processors with Heavy Workload. ACM Great Lakes Symposium on VLSI 2015: 373-378 - [c3]Ali Akbari, Maria Trocan:
Sparse recovery-based error concealment for multiview images. IWCIM 2015: 1-5 - [c2]Roy Ronen, Glenn Tesler, Ali Akbari, Shay Zakov, Noah A. Rosenberg, Vineet Bafna:
Haplotype Allele Frequency (HAF) Score: Predicting Carriers of Ongoing Selective Sweeps Without Knowledge of the Adaptive Allele. RECOMB 2015: 276-280 - 2014
- [j2]Ali Akbari, Meisam Khalil Arjmandi:
An efficient voice pathology classification scheme based on applying multi-layer linear discriminant analysis to wavelet packet-based features. Biomed. Signal Process. Control. 10: 209-223 (2014) - 2012
- [j1]Asefeh Asemi, Ali Akbari, Manouchehr Kheradmandnia, Abbas Farazi:
Investigating the Level of Desirability of Information (DI) at Libraries' Management Information System (MIS) in Iran. Electron. Libr. 30(6): 833-843 (2012)
2000 – 2009
- 2004
- [c1]Myungsook Klassen, Russell Stockard, Ali Akbari:
Stimulating information technology education among underrepresented minorities. SIGITE Conference 2004: 278
Coauthor Index
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