Abdesselam Bouzerdoum

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 72

Top Venues

ICASSP

DICTA

IEEE Trans. Geosci. Remote. Sens.

IEEE Access

Publications

Sui Paul Ang, Soan Thi Minh Duong, Son Lam Phung, Abdesselam Bouzerdoum
DAP: A dataset-agnostic predictor of neural network performance. Neurocomputing 583 (2024)
Sui Paul Ang, Son Lam Phung, Ly Bui, Abdesselam Bouzerdoum
AdaptorNAS: A New Perturbation-Based Neural Architecture Search for Hyperspectral Image Segmentation. IEEE Trans. Circuits Syst. Video Technol. 34 (3) (2024)
Muhammad Wasim Nawaz, Abdesselam Bouzerdoum, Muhammad Mahboob Ur Rahman, Ghulam Abbas, Faizan Rashid
Dense Optical Flow Estimation Using Sparse Regularizers From Reduced Measurements. IEEE Access 12 (2024)
Samir Brahim Belhaouari, Ashhadul Islam, Khelil Kassoul, Ala I. Al-Fuqaha, Abdesselam Bouzerdoum
Oversampling techniques for imbalanced data in regression. Expert Syst. Appl. 252 (2024)
Ly Bui, Son Lam Phung, Yang Di, Hoang Thanh Le, Tran Thanh Phong Nguyen, Sandy Burden, Abdesselam Bouzerdoum
UOW-Vessel: A Benchmark Dataset of High-Resolution Optical Satellite Images for Vessel Detection and Segmentation. WACV (2024)
Jiafu Hao, Son Lam Phung, Yang Di, Hoang Thanh Le, Abdesselam Bouzerdoum
Enhanced Experience Replay for Class Incremental Continual Learning. DICTA (2023)
Yang Di, Son Lam Phung, Julian Van Den Berg, Jason Clissold, Abdesselam Bouzerdoum
TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection. ICIP (2023)
Sui Paul Ang, Son Lam Phung, Soan Thi Minh Duong, Abdesselam Bouzerdoum
MSD-NAS: multi-scale dense neural architecture search for real-time pedestrian lane detection. Appl. Intell. 53 (21) (2023)
Hoang Thanh Le, Son Lam Phung, Abdesselam Bouzerdoum
Bayesian Gabor Network With Uncertainty Estimation for Pedestrian Lane Detection in Assistive Navigation. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Minh-Hieu Phan, Son Lam Phung, Khoa Luu, Abdesselam Bouzerdoum
Efficient hyperspectral image segmentation for biosecurity scanning using knowledge distillation from multi-head teacher. Neurocomputing 504 (2022)
Minh-Hieu Phan, The-Anh Ta, Son Lam Phung, Long Tran-Thanh, Abdesselam Bouzerdoum
Class Similarity Weighted Knowledge Distillation for Continual Semantic Segmentation. CVPR (2022)
Yunjia Lei, Son Lam Phung, Abdesselam Bouzerdoum, Hoang Thanh Le, Khoa Luu
Pedestrian Lane Detection for Assistive Navigation of Vision-Impaired People: Survey and Experimental Evaluation. IEEE Access 10 (2022)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Canicious Abeynayake
Classification of Improvised Explosive Devices Using Multilevel Projective Dictionary Learning With Low-Rank Prior. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung
A part-based spatial and temporal aggregation method for dynamic scene recognition. Neural Comput. Appl. 33 (13) (2021)
Joshua Luke Thompson, Son Lam Phung, Abdesselam Bouzerdoum
D-Net: A Generalised and Optimised Deep Network for Monocular Depth Estimation. IEEE Access 9 (2021)
Hamza Baali, Abdesselam Bouzerdoum, Abdelkrim Khelif
Sparsity And Nonnegativity Constrained Krylov Approach For Direction Of Arrival Estimation. ICASSP (2021)
Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung
A Trajectory-Based Method for Dynamic Scene Recognition. Int. J. Pattern Recognit. Artif. Intell. 35 (10) (2021)
Ngoc Phuc Le, Le Chung Tran, Xiaojing Huang, Eryk Dutkiewicz, Christian Ritz, Son Lam Phung, Abdesselam Bouzerdoum, Daniel Robert Franklin, Lajos Hanzo
Energy-Harvesting Aided Unmanned Aerial Vehicles for Reliable Ground User Localization and Communications Under Lognormal-Nakagami-$m$ Fading Channels. IEEE Trans. Veh. Technol. 70 (2) (2021)
Ngoc Phuc Le, Le Chung Tran, Xiaojing Huang, Jinho Choi, Eryk Dutkiewicz, Son Lam Phung, Abdesselam Bouzerdoum
Performance Analysis of Uplink NOMA Systems With Hardware Impairments and Delay Constraints Over Composite Fading Channels. IEEE Trans. Veh. Technol. 70 (7) (2021)
Dao H. Vu, Kashem M. Muttaqi, Ashish P. Agalgaonkar, Abdesselam Bouzerdoum
A Multi-Feature Based Approach Incorporating Variable Thresholds for Detecting Price Spikes in the National Electricity Market of Australia. IEEE Access 9 (2021)
Soan Thi Minh Duong, Son Lam Phung, Abdesselam Bouzerdoum, Sui Paul Ang, Mark M. Schira
Correcting Susceptibility Artifacts of MRI Sensors in Brain Scanning: A 3D Anatomy-Guided Deep Learning Approach. Sensors 21 (7) (2021)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
Variational Bayesian Compressive Multipolarization Indoor Radar Imaging. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
Clutter Removal in Through-the-Wall Radar Imaging Using Sparse Autoencoder With Low-Rank Projection. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
Toward Moving Target Detection in Through-the-Wall Radar Imaging. IEEE Trans. Geosci. Remote. Sens. 59 (3) (2021)
Saleh Musleh, Tanvir Alam, Abdesselam Bouzerdoum, Samir B. Belhaouari, Hamza Baali
Identification of Potential Risk Factors of Diabetes for the Qatari Population. ICIoT (2020)
Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum
Multichannel Signal Classification Using Vector Autoregression. ICASSP (2020)
Minh Hieu Phan, Son Lam Phung, Abdesselam Bouzerdoum
Ordinal Depth Classification Using Region-based Self-attention. ICPR (2020)
Anh Tuyen Le, Le Chung Tran, Xiaojing Huang, Christian Ritz, Eryk Dutkiewicz, Abdesselam Bouzerdoum, Daniel Robert Franklin
Hybrid TOA/AOA Localization with 1D Angle Estimation in UAV-assisted WSN. ICSPCS (2020)
Anh Tuyen Le, Le Chung Tran, Xiaojing Huang, Christian H. Ritz, Eryk Dutkiewicz, Son Lam Phung, Abdesselam Bouzerdoum, Daniel Robert Franklin
Unbalanced Hybrid AOA/RSSI Localization for Simplified Wireless Sensor Networks. Sensors 20 (14) (2020)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
Compressive Radar Imaging of Stationary Indoor Targets With Low-Rank Plus Jointly Sparse and Total Variation Regularizations. IEEE Trans. Image Process. 29 (2020)
Ahmed M. Eldaraa, Hamza Baali, Abdesselam Bouzerdoum, Samir B. Belhaouari, Tanvir Alam, Anas S. Abdel Rahman
Classification of Sleep Arousal using Compact CNN. ICIoT (2020)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
Through the Wall Scene Reconstruction Using Low Rank and Total Variation. IEEE Trans. Computational Imaging 6 (2020)
Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung
Infer The Input To The Generator Of Auxiliary Classifier Generative Adversarial Networks. ICIP (2020)
Thi Nhat Anh Nguyen, Son Lam Phung, Abdesselam Bouzerdoum
Hybrid Deep Learning-Gaussian Process Network for Pedestrian Lane Detection in Unstructured Scenes. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Sui Paul Ang, Son Lam Phung, Abdesselam Bouzerdoum, Thi Nhat Anh Nguyen, Soan Thi Minh Duong, Mark Matthias Schira
Real-time Pedestrian Lane Detection for Assistive Navigation using Neural Architecture Search. ICPR (2020)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
A Variational Bayesian Approach for Multichannel Through-Wall Radar Imaging with Low-Rank and Sparse Priors. ICASSP (2020)
Anas S. Abdel Rahman, Samir B. Belhaouari, Abdesselam Bouzerdoum, Hamza Baali, Tanvir Alam, Ahmed M. Eldaraa
Breast Mass Tumor Classification using Deep Learning. ICIoT (2020)
Hoang Thanh Le, Son Lam Phung, Philip B. Chapple, Abdesselam Bouzerdoum, Christian H. Ritz, Le Chung Tran
Deep Gabor Neural Network for Automatic Detection of Mine-Like Objects in Sonar Imagery. IEEE Access 8 (2020)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
Through-the-Wall Target Separation Using Low-Rank and Variational Mode Decomposition. IEEE Trans. Geosci. Remote. Sens. 57 (12) (2019)
Dao H. Vu, Kashem M. Muttaqi, Ashish P. Agalgaonkar, Abdesselam Bouzerdoum
Short-Term Forecasting of Electricity Spot Prices Containing Random Spikes Using a Time-Varying Autoregressive Model Combined With Kernel Regression. IEEE Trans. Ind. Informatics 15 (9) (2019)
Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung
A Super Descriptor Tensor Decomposition for Dynamic Scene Recognition. IEEE Trans. Circuits Syst. Video Technol. 29 (4) (2019)
Hamza Baali, Abdesselam Bouzerdoum
Efficient Pre-Designed Convolutional Front-End for Deep Learning. MLSP (2019)
Xiaoming Peng, Abdesselam Bouzerdoum
Part-Based Feature Aggregation Method for Dynamic Scene Recognition. DICTA (2019)
Tanvir Alam, Mohammad Tariqul Islam, Mowafa S. Househ, Abdesselam Bouzerdoum, Ferdaus Ahmed Kawsar
DeepDSSR: Deep Learning Structure for Human Donor Splice Sites Recognition. ICIMTH (2019)
Sumaiya Hasan, Kashem M. Muttaqi, Danny Sutanto, Abdesselam Bouzerdoum
Detection and Characterization of the Instantaneous Point-on-wave of Voltage Sags in terms of Point of Inception and Point of Recovery. IAS (2019)
Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung
A Scalable Hierarchical Gaussian Process Classifier. IEEE Trans. Signal Process. 67 (11) (2019)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
Radar Stationary and Moving Indoor Target Localization with Low-rank and Sparse Regularizations. ICASSP (2019)
Son Lam Phung, Thi Nhat Anh Nguyen, Hoang Thanh Le, Philip B. Chapple, Christian H. Ritz, Abdesselam Bouzerdoum, Le Chung Tran
Mine-Like Object Sensing in Sonar Imagery with a Compact Deep Learning Architecture for Scarce Data. DICTA (2019)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Canicious Abeynayake
GPR Target Detection by Joint Sparse and Low-Rank Matrix Decomposition. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung
Efficient cost aggregation for feature-vector-based wide-baseline stereo matching. EURASIP J. Image Video Process. 2018 (2018)
Sui Paul Ang, Son Lam Phung, Mark Matthias Schira, Abdesselam Bouzerdoum, Soan Thi Minh Duong
Human Brain Tissue Segmentation in fMRI using Deep Long-Term Recurrent Convolutional Network. DICTA (2018)
Hoang Thanh Le, Son Lam Phung, Abdesselam Bouzerdoum, Fok Hing Chi Tivive
Human Motion Classification with Micro-Doppler Radar and Bayesian-Optimized Convolutional Neural Networks. ICASSP (2018)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
A Matrix Completion Approach for Wall-Clutter Mitigation in Compressive Radar Imaging of Indoor Targets. ICASSP (2018)
Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung
Stochastic variational hierarchical mixture of sparse Gaussian processes for regression. Mach. Learn. 107 (12) (2018)
Andrew Tzer-Yeu Chen, Morteza Biglari-Abhari, Kevin I-Kai Wang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive
Convolutional neural network acceleration with hardware/software co-design. Appl. Intell. 48 (5) (2018)
Hoang Thanh Le, Son Lam Phung, Abdesselam Bouzerdoum
Human Gait Recognition with Micro-Doppler Radar and Deep Autoencoder. ICPR (2018)
Xiaolin Tang, Son Lam Phung, Abdesselam Bouzerdoum, Van Ha Tang
Pooling-Based Feature Extraction and Coarse-to-fine Patch Matching for Optical Flow Estimation. ACCV (4) (2018)
Soan Thi Minh Duong, Mark M. Schira, Son Lam Phung, Abdesselam Bouzerdoum, H. G. B. Taylor
Anatomy-Guided Inverse-Gradient Susceptibility Artifact Correction Method for High-Resolution FMRI. ICASSP (2018)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
Multipolarization Through-Wall Radar Imaging Using Low-Rank and Jointly-Sparse Representations. IEEE Trans. Image Process. 27 (4) (2018)
Xiaoming Peng, Abdesselam Bouzerdoum, Son Lam Phung
An efficient local method for stereo matching using daisy features. ICIP (2017)
L. Nguyen, Son Lam Phung, Abdesselam Bouzerdoum
Enhanced pixel-wise voting for image vanishing point detection in road scenes. ICASSP (2017)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
Joint low-rank and sparse based image reconstruction for through-the-wall radar imaging. CAMSAP (2017)
Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung
Human interaction recognition using low-rank matrix approximation and super descriptor tensor decomposition. ICASSP (2017)
Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Jia Fei
Through-the-wall radar signal classification using discriminative dictionary learning. ICASSP (2017)
Mollah R. Alam, Kashem M. Muttaqi, Abdesselam Bouzerdoum
Characterization of voltage dips and swells in a DG embedded distribution network during and subsequent to islanding process and grid re-connection. IAS (2017)
Van Ha Tang, Son Lam Phung, Fok Hing Chi Tivive, Abdesselam Bouzerdoum
A Sparse Bayesian Learning Approach for Through-Wall Radar Imaging of Stationary Targets. IEEE Trans. Aerosp. Electron. Syst. 53 (5) (2017)
Son Lam Phung, Manh Cuong Le, Abdesselam Bouzerdoum
Pedestrian lane detection in unstructured scenes for assistive navigation. Comput. Vis. Image Underst. 149 (2016)
Linh Nguyen, Son Lam Phung, Abdesselam Bouzerdoum
Efficient Vanishing Point Estimation for Unstructured Road Scenes. DICTA (2016)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive
Radar imaging of stationary indoor targets using joint low-rank and sparsity constraints. ICASSP (2016)
Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum
Visual descriptors for scene categorization: experimental evaluation. Artif. Intell. Rev. 45 (3) (2016)
Thi Nhat Anh Nguyen, Abdesselam Bouzerdoum, Son Lam Phung
Variational inference for infinite mixtures of sparse Gaussian processes through KL-correction. ICASSP (2016)
Andrew Tzer-Yeu Chen, Morteza Biglari-Abhari, Kevin I-Kai Wang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive
Hardware/Software Co-design for a Gender Recognition Embedded System. IEA/AIE (2016)
Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum, Amine Bermak
Invariant image recognition under projective deformations: An image normalization approach. VCIP (2015)
Haoheng Zheng, Abdesselam Bouzerdoum, Son Lam Phung
Depth image super-resolution using internal and external information. ICASSP (2015)
Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung
Violent Scene Detection Using a Super Descriptor Tensor Decomposition. DICTA (2015)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Moeness G. Amin
A Subspace Projection Approach for Wall Clutter Mitigation in Through-the-Wall Radar Imaging. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
A tensor-based subspace wall clutter mitigation method for through-the-wall radar imaging. ICASSP (2015)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive
Multi-view indoor scene reconstruction from compressed through-wall radar measurements using a joint bayesian sparse representation. ICASSP (2015)
Xiaolin Tang, Abdesselam Bouzerdoum, Son Lam Phung
Video Classification Based on Spatial Gradient and Optical Flow Descriptors. DICTA (2015)
Abdesselam Bouzerdoum, Fok Hing Chi Tivive
Wall clutter mitigation using HOSVD in through-the-wall radar imaging with compressed sensing. DSP (2015)
Abdesselam Bouzerdoum, Fok Hing Chi Tivive, Van Ha Tang
Multi-polarization through-the-wall radar imaging using joint Bayesian compressed sensing. DSP (2014)
Muhammad Rizwan Khokher, Abdesselam Bouzerdoum, Son Lam Phung
Crowd Behavior Recognition Using Dense Trajectories. DICTA (2014)
Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum
Object segmentation and classification using 3-D range camera. J. Vis. Commun. Image Represent. 25 (1) (2014)
Wenbin Shao, Abdesselam Bouzerdoum, Son Lam Phung
Signal Classification for Ground Penetrating Radar Using Sparse Kernel Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (12) (2014)
Manh Cuong Le, Son Lam Phung, Abdesselam Bouzerdoum
Lane Detection in Unstructured Environments for Autonomous Navigation Systems. ACCV (1) (2014)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung, Fok Hing Chi Tivive
Enhanced wall clutter mitigation for compressed through-the-wall radar imaging using joint Bayesian sparse signal recovery. ICASSP (2014)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum, Van Ha Tang
Multi-stage compressed sensing and wall clutter mitigation for through-the-wall radar image formation. SAM (2014)
Manh Cuong Le, Son Lam Phung, Abdesselam Bouzerdoum
Pedestrian Lane Detection in Unstructured Environments for Assistive Navigation. DICTA (2014)
Xue Wei, Son Lam Phung, Abdesselam Bouzerdoum
Affine-invariant scene categorization. ICIP (2014)
Mollah R. Alam, Kashem M. Muttaqi, Abdesselam Bouzerdoum
Characterizing voltage sags and swells using three-phase voltage ellipse parameters. IAS (2014)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
An improved SVD-based wall clutter mitigation method for through-the-wall radar imaging. SPAWC (2013)
Fok Hing Chi Tivive, Abdesselam Bouzerdoum
A compressed sensing method for complex-valued signals with application to through-the-wall radar imaging. ICASSP (2013)
Cher Hau Seng, Moeness G. Amin, Fauzia Ahmad, Abdesselam Bouzerdoum
Image Segmentations for Through-the-Wall Radar Target Detection. IEEE Trans. Aerosp. Electron. Syst. 49 (3) (2013)
Azeddine Beghdadi, Mohamed-Chaker Larabi, Abdesselam Bouzerdoum, Khan M. Iftekharuddin
A survey of perceptual image processing methods. Signal Process. Image Commun. 28 (8) (2013)
Van Ha Tang, Abdesselam Bouzerdoum, Son Lam Phung
Two-stage through-the-wall radar image formation using compressive sensing. J. Electronic Imaging 22 (2) (2013)
Mollah R. Alam, Kashem M. Muttaqi, Abdesselam Bouzerdoum
An approach for assessing the effectiveness of multiple features based SVM method for islanding detection of distributed generation. IAS (2013)
Cher Hau Seng, Abdesselam Bouzerdoum, Moeness G. Amin, Son Lam Phung
Probabilistic Fuzzy Image Fusion Approach for Radar Through Wall Sensing. IEEE Trans. Image Process. 22 (12) (2013)
H. Zheng, Abdesselam Bouzerdoum, Son Lam Phung
Depth image super-resolution using multi-dictionary sparse representation. ICIP (2013)
Azeddine Beghdadi, Abdesselam Bouzerdoum, Khan M. Iftekharuddin, Mohamed-Chaker Larabi
Biologically inspired approaches for visual information processing and analysis. Signal Process. Image Commun. 28 (8) (2013)
Cher Hau Seng, Abdesselam Bouzerdoum, Moeness G. Amin, Son Lam Phung
Two-Stage Fuzzy Fusion With Applications to Through-the-Wall Radar Imaging. IEEE Geosci. Remote. Sens. Lett. 10 (4) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Abdesselam Bouzerdoum