A. Ben Hamza

Orcid: 0000-0002-3778-8167

Affiliations:
  • Concordia University, Montreal, Canada


According to our database1, A. Ben Hamza authored at least 133 papers between 1999 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Adaptive spectral graph wavelets for collaborative filtering.
Pattern Anal. Appl., March, 2024

Classification of Developmental and Brain Disorders via Graph Convolutional Aggregation.
Cogn. Comput., March, 2024

Graph fairing convolutional networks for anomaly detection.
Pattern Recognit., January, 2024

Multi-hop graph transformer network for 3D human pose estimation.
J. Vis. Commun. Image Represent., 2024

Flexible graph convolutional network for 3D human pose estimation.
CoRR, 2024

PEEKABOO: Hiding parts of an image for unsupervised object localization.
CoRR, 2024

RSUD20K: A Dataset for Road Scene Understanding In Autonomous Driving.
CoRR, 2024

Learning to Recognize Occluded and Small Objects with Partial Inputs.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

A Federated Large Language Model for Long-Term Time Series Forecasting.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023
A graph encoder-decoder network for unsupervised anomaly detection.
Neural Comput. Appl., November, 2023

Iterative graph filtering network for 3D human pose estimation.
J. Vis. Commun. Image Represent., September, 2023

Regular Splitting Graph Network for 3D Human Pose Estimation.
IEEE Trans. Image Process., 2023

Spatio-Temporal MLP-Graph Network for 3D Human Pose Estimation.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Masked Supervised Learning for Semantic Segmentation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Fill in Fabrics: Body-Aware Self-Supervised Inpainting for Image-Based Virtual Try-On.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Anisotropic Graph Convolutional Network for Semi-Supervised Learning.
IEEE Trans. Multim., 2021

MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge.
IEEE Trans. Medical Imaging, 2021

A Federated Learning Approach to Anomaly Detection in Smart Buildings.
ACM Trans. Internet Things, 2021

Synthesis of COVID-19 chest X-rays using unpaired image-to-image translation.
Soc. Netw. Anal. Min., 2021

Ridge regression neural network for pediatric bone age assessment.
Multim. Tools Appl., 2021

WISE: a computer system performance index scoring framework.
J. Cloud Comput., 2021

Synthetic COVID-19 Chest X-ray Dataset for Computer-Aided Diagnosis.
CoRR, 2021

Sharp U-Net: Depthwise convolutional network for biomedical image segmentation.
Comput. Biol. Medicine, 2021

STAR: Noisy Semi-Supervised Transfer Learning for Visual Classification.
Proceedings of the MMSports@MM 2021: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, 2021

Higher-Order Implicit Fairing Networks for 3D Human Pose Estimation.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning.
CoRR, 2020

Shape retrieval of non-rigid 3d human models.
CoRR, 2020

2019
Deep similarity network fusion for 3D shape classification.
Vis. Comput., 2019

Convolutional Shape-Aware Representation for 3D Object Classification.
Neural Process. Lett., 2019

A global geometric framework for 3D shape retrieval using deep learning.
Comput. Graph., 2019

2018
Fast Feature-Preserving Approach to Carpal Bone Surface Denoising.
Sensors, 2018

Deep learning with geodesic moments for 3D shape classification.
Pattern Recognit. Lett., 2018

Geodesic-based 3D Shape Retrieval Using Sparse Autoencoders.
Proceedings of the 11th Eurographics Workshop on 3D Object Retrieval, 2018

2017
Spectral shape classification: A deep learning approach.
J. Vis. Commun. Image Represent., 2017

Global spectral graph wavelet signature for surface analysis of carpal bones.
CoRR, 2017

Shape classification using spectral graph wavelets.
Appl. Intell., 2017

A multicomponent approach to nonrigid registration of diffusion tensor images.
Appl. Intell., 2017

Nonrigid 3D shape retrieval using deep auto-encoders.
Appl. Intell., 2017



2016
Retrieval and classification methods for textured 3D models: a comparative study.
Vis. Comput., 2016

A spectral graph wavelet approach for nonrigid 3D shape retrieval.
Pattern Recognit. Lett., 2016

Graph regularized sparse coding for 3D shape clustering.
Knowl. Based Syst., 2016

A graph-theoretic approach to 3D shape classification.
Neurocomputing, 2016

Deep shape-aware descriptor for nonrigid 3D object retrieval.
Int. J. Multim. Inf. Retr., 2016

Shape Retrieval of Non-rigid 3D Human Models.
Int. J. Comput. Vis., 2016

Verifying concurrent probabilistic systems using probabilistic-epistemic logic specifications.
Appl. Intell., 2016

Deformable 3d shape retrieval using a spectral geometric descriptor.
Appl. Intell., 2016

2015
Image and video spatial super-resolution via bandlet-based sparsity regularization and structure tensor.
Signal Process. Image Commun., 2015

A Multicomponent Approach to Nonrigid Registration of Diffusion Tensor Images.
CoRR, 2015

Spectral Graph Theoretic Analysis of Tsallis Entropy-based Dissimilarity Measure.
CoRR, 2015

2014
A Finite Volume Framework for Geometric Surface Processing.
J. Signal Process. Syst., 2014

Online redundant image elimination and its application to wireless capsule endoscopy.
Signal Image Video Process., 2014

A neural network approach for optimal software testing and maintenance.
Neural Comput. Appl., 2014

Symmetry discovery and retrieval of nonrigid 3D shapes using geodesic skeleton paths.
Multim. Tools Appl., 2014

Spatially aggregating spectral descriptors for nonrigid 3D shape retrieval: a comparative survey.
Multim. Syst., 2014

Bandlet-based sparsity regularization in video inpainting.
J. Vis. Commun. Image Represent., 2014


Automatic Location of Landmarks used in Manual Anthropometry.
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014


2013
A multiresolution descriptor for deformable 3D shape retrieval.
Vis. Comput., 2013

Automatic Inpainting Scheme for Video Text Detection and Removal.
IEEE Trans. Image Process., 2013

Model checking epistemic-probabilistic logic using probabilistic interpreted systems.
Knowl. Based Syst., 2013

Intrinsic spatial pyramid matching for deformable 3D shape retrieval.
Int. J. Multim. Inf. Retr., 2013

Spectral Geometric Descriptor for Deformable 3D Shape Matching and Retrieval.
Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

2012
Reeb graph path dissimilarity for 3D object matching and retrieval.
Vis. Comput., 2012

Video Completion Using Bandlet Transform.
IEEE Trans. Multim., 2012

Fast shape retrieval using a graph theoretic approach.
Int. J. Multim. Inf. Retr., 2012

An information-theoretic method for multimodality medical image registration.
Expert Syst. Appl., 2012

Quantitative Model Checking of Knowledge.
Proceedings of the New Trends in Software Methodologies, Tools and Techniques, 2012

Fast Surface Denoising Using Finite Volumes of the Dual Mesh.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

Image Text Detection Using a Bandlet-Based Edge Detector and Stroke Width Transform.
Proceedings of the British Machine Vision Conference, 2012

2011
Nonrigid Image Registration Using an Entropic Similarity.
IEEE Trans. Inf. Technol. Biomed., 2011

Multivariate kernel diffusion for surface denoising.
Signal Image Video Process., 2011

Secret sharing approaches for 3D object encryption.
Expert Syst. Appl., 2011

Skeleton Path Based Approach for Nonrigid 3D Shape Analysis and Retrieval.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011

An Entropy-Based Technique for Nonrigid Medical Image Alignment.
Proceedings of the Combinatorial Image Analysis - 14th International Workshop, 2011

Model Checking Epistemic and Probabilistic Properties of Multi-agent Systems.
Proceedings of the Modern Approaches in Applied Intelligence, 2011

A video completion method based on bandlet transform.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Fast Shape Re-ranking with Neighborhood Induced Similarity Measure.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Video watermarking using wavelet transform and tensor algebra.
Signal Image Video Process., 2010

Dynamic independent component analysis approach for fault detection and diagnosis.
Expert Syst. Appl., 2010

An interactive simulation tool for image registration education.
Comput. Appl. Eng. Educ., 2010

Modeling and Verifying Agent-Based Communities of Web Services.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Multimodality Image Alignment Using Information-Theoretic Approach.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Robust Approaches to 3D Object Secret Sharing.
Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Graph-Theoretic Image Alignment Using Topological Features.
Proceedings of the Computational Modeling of Objects Represented in Images, 2010

Comments on Matrix-Based Secret Sharing Scheme for Images.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Retrieving Articulated 3D Objects Using Normalized Distance Function.
Proceedings of the Articulated Motion and Deformable Objects, 6th International Conference, 2010

2009
Watermarking 3D models using spectral mesh compression.
Signal Image Video Process., 2009

Information-theoretic hashing of 3D objects using spectral graph theory.
Expert Syst. Appl., 2009

Fault detection using robust multivariate control chart.
Expert Syst. Appl., 2009

Image watermarking scheme using nonnegative matrix factorization and wavelet transform.
Expert Syst. Appl., 2009

Geometric Mesh Denoising via Multivariate Kernel Diffusion.
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2009

Feature-preserving kernel diffusion for surface denoising.
Proceedings of the International Conference on Image Processing, 2009

Nonextensive Entropic Image Registration.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

2008
Stochastic optimization approach for entropic image alignment.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Entropic hashing of 3D objects using Laplace-Beltrami operator.
Proceedings of the International Conference on Image Processing, 2008

Robust 3D Watermarking Technique Using Eigendecomposition and Nonnegative Matrix Factorization.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007
Vertex-Based Diffusion for 3-D Mesh Denoising.
IEEE Trans. Image Process., 2007

Improved image watermarking scheme using fast Hadamard and discrete wavelet transforms.
J. Electronic Imaging, 2007

Cluster pca for outliers detection in high-dimensional data.
Proceedings of the IEEE International Conference on Systems, 2007

Statistical mesh distributions for 3D object topology.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Incremental Hessian Locally Linear Embedding algorithm.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Software Defects Prediction using Operating Characteristic Curves.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2007

MPEG Video Watermarking Using Tensor Singular Value Decomposition.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Spectral graph-theoretic approach to 3D mesh watermarking.
Proceedings of the Graphics Interface 2007 Conference, May 28-30, 2007, Montreal, Canada, 2007

Software Reliability Growth Modelling using aWeighted Laplace Test Statistic.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2006
Reconstruction of reflectance spectra using robust nonnegative matrix factorization.
IEEE Trans. Signal Process., 2006

Geodesic matching of triangulated surfaces.
IEEE Trans. Image Process., 2006

Nonextensive information-theoretic measure for image edge detection.
J. Electronic Imaging, 2006

A robust block-based image watermarking scheme using fast Hadamard transform and singular value decomposition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Nonnegative Matrix Factorization Scheme for Digital Image Watermarking.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

An Information-Theoretic Approach to Georegistration of Digital Elevation Maps.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

Vertex-Based Anisotropic Smoothing of 3D Mesh Data.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

Feature-Based Registration of Digital Elevation Data.
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006

2005
A multiscale approach to pixel-level image fusion.
Integr. Comput. Aided Eng., 2005

Probabilistic shape descriptor for triangulated surfaces.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
A Nonlinear Entropic Variational Model for Image Filtering.
EURASIP J. Adv. Signal Process., 2004

2003
A generalized divergence measure for robust image registration.
IEEE Trans. Signal Process., 2003

Robust influence functionals for image filtering.
Proceedings of the 2003 International Conference on Image Processing, 2003

Topological modeling of illuminated surfaces using Reeb graph.
Proceedings of the 2003 International Conference on Image Processing, 2003

Structural risk minimization using nearest neighbor rule.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Image Registration and Segmentation.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Geodesic Object Representation and Recognition.
Proceedings of the Discrete Geometry for Computer Imagery, 11th International Conference, 2003

2002
Unifying probabilistic and variational estimation.
IEEE Signal Process. Mag., 2002

A topological variational model for image singularities.
Proceedings of the 2002 International Conference on Image Processing, 2002

An active contour model for image segmentation: A variational perspective.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Image denoising: a nonlinear robust statistical approach.
IEEE Trans. Signal Process., 2001

Towards a unified view of estimation: variational vs. statistical.
Proceedings of the 2001 International Conference on Image Processing, 2001

Nonlinear image filtering: trade-off between optimality and practicality.
Proceedings of the 2001 International Conference on Image Processing, 2001

A Variational Approach to Maximum a Posteriori Estimation for Image Denoising.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

1999
Removing Noise and Preserving Details with Relaxed Median Filters.
J. Math. Imaging Vis., 1999


  Loading...