Mohamed Cheriet

According to our database1, Mohamed Cheriet authored at least 281 papers between 1991 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2018
NFV-Based Architecture for the Interworking Between WebRTC and IMS.
IEEE Trans. Network and Service Management, 2018

Preemptive cloud resource allocation modeling of processing jobs.
The Journal of Supercomputing, 2018

Dynamic Optimal Countermeasure Selection for Intrusion Response System.
IEEE Trans. Dependable Sec. Comput., 2018

Efficient No-Reference Quality Assessment and Classification Model for Contrast Distorted Images.
TBC, 2018

Convolutional pyramid of bidirectional character sequences for the recognition of handwritten words.
Pattern Recognition Letters, 2018

Hierarchical representation learning using spherical k-means for segmentation-free word spotting.
Pattern Recognition Letters, 2018

Towards end-to-end integrated optical packet network: Empirical analysis.
Optical Switching and Networking, 2018

A TOPSIS-based QoE model for adapted content selection of slide documents.
Multimedia Tools Appl., 2018

Graph and Sparse-Based Robust Nonnegative Block Value Decomposition for Clustering.
J. Sel. Topics Signal Processing, 2018

SDN-based fault-tolerant on-demand and in-advance bandwidth reservation in data center interconnects.
Int. J. Communication Systems, 2018

Automatic segmentation and reconstruction of historical manuscripts in gradient domain.
IET Image Processing, 2018

Multiple-Step-Ahead Traffic Prediction in High-Speed Networks.
IEEE Communications Letters, 2018

Energy and connectivity aware resource optimization of nodes traffic distribution in smart home networks.
Future Generation Comp. Syst., 2018

A Survey on Metrics and Measurement Tools for Sustainable Distributed Cloud Networks.
IEEE Communications Surveys and Tutorials, 2018

QoS-aware software-defined routing in smart community network.
Computer Networks, 2018

Elastic memory learning for fuzzy inference models.
Appl. Soft Comput., 2018

The efficiency of the NSHPZ-HMM: theoretical and practical study.
Appl. Intell., 2018

Optimized resource allocation in edge-cloud environment.
Proceedings of the 2018 Annual IEEE International Systems Conference, 2018

Hybrid Two-Dimensional Recognizer Based on the NSHP-HMM Model.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

MHDID: A Multi-distortion Historical Document Image Database.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

Baseline-based zoning design for the NSHPZ-HMM 2-D model applied to Arabic script.
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018

2017
Multi-Objective Optimization in Dynamic Content Adaptation of Slide Documents.
IEEE Trans. Services Computing, 2017

CorrC2G: Color to Gray Conversion by Correlation.
IEEE Signal Process. Lett., 2017

A new efficient binarization method: application to degraded historical document images.
Signal, Image and Video Processing, 2017

Combination of context-dependent bidirectional long short-term memory classifiers for robust offline handwriting recognition.
Pattern Recognition Letters, 2017

KRNN: k Rare-class Nearest Neighbour classification.
Pattern Recognition, 2017

Forgetting of unused classes in missing data environment using automatically generated data: Application to on-line handwritten gesture command recognition.
Pattern Recognition, 2017

PSI: Patch-based script identification using non-negative matrix factorization.
Pattern Recognition, 2017

Tandem hidden Markov models using deep belief networks for offline handwriting recognition.
Frontiers of IT & EE, 2017

A Monte-Carlo approach to lifespan failure performance analysis of the network fabric in modular data centers.
J. Network and Computer Applications, 2017

Automatic evaluation of vessel diameter variation from 2D X-ray angiography.
Int. J. Computer Assisted Radiology and Surgery, 2017

UFuzzy: Fuzzy models with Universum.
Appl. Soft Comput., 2017

Summit-Training: A hybrid Semi-Supervised technique and its application to classification tasks.
Appl. Soft Comput., 2017

Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance.
Proceedings of the 2017 IEEE SmartWorld, 2017

Network Function Virtualization as a Service for multi-tenant software defined networks.
Proceedings of the 2017 Fourth International Conference on Software Defined Systems, 2017

An agent-based model to evaluate smart homes sustainability potential.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Green process offloading in smart home.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Optimized IoT service orchestration.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Popularity based file categorization and coded caching in 5G networks.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Footnote-based document image classification using 1D convolutional neural networks and histograms.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Attribute-Based Encryption for Preserving Smart Home Data Privacy.
Proceedings of the Enhanced Quality of Life and Smart Living, 2017

Query-by-example word spotting using multiscale features and classification in the space of representation differences.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Footnote-Based Document Image Classification.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Non-dictionary Aided Sparse Unmixing of Hyperspectral Images via Weighted Nonnegative Matrix Factorization.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

Feature Learning for Footnote-Based Document Image Classification.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

A new weighted ℓp-norm for sparse hyperspectral unmixing.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Payless Monitoring Service for Tenants in Cloud with Traffic and Energy-Aware Function Deployment.
Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2017

Transparent Clouds: An Enhancement to Abstraction.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017

2016
Iterative Classifiers Combination Model for Change Detection in Remote Sensing Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2016

Feature Set Evaluation for Offline Handwriting Recognition Systems: Application to the Recurrent Neural Network Model.
IEEE Trans. Cybernetics, 2016

MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment.
IEEE Signal Process. Lett., 2016

Incremental Similarity for real-time on-line incremental learning systems.
Pattern Recognition Letters, 2016

Virtual Edge-Based Smart Community Network Management.
IEEE Internet Computing, 2016

Lexicon reduction of handwritten Arabic subwords based on the prominent shape regions.
IJDAR, 2016

SmartRegion: a region-based, distributed approach to software defined networks.
IJCNDS, 2016

Taxonomy of information security risk assessment (ISRA).
Computers & Security, 2016

Performance analysis of modified BCube topologies for virtualized data center networks.
Computer Communications, 2016

A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences.
Comp. in Bio. and Med., 2016

Energy Efficient Resource Allocation in Cloud Computing Environments.
IEEE Access, 2016

Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator.
IEEE Access, 2016

Relational Fisher Analysis: A general framework for dimensionality reduction.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

ISauvola: Improved Sauvola's Algorithm for Document Image Binarization.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Direct Unsupervised Text Line Extraction from Colored Historical Manuscript Images Using DCT.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

Federal Smart House Regulator (FSHR): A Self-Managing and Ecosystemic Approach to Resource Management, Automation, and Sustainability in Smart Houses.
Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

Gaussian Process Regression Based Traffic Modeling and Prediction in High-Speed Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Let's adapt to network change: Towards energy saving with rate adaptation in SDN.
Proceedings of the 12th International Conference on Network and Service Management, 2016

Dynamic resource allocation of smart home workloads in the cloud.
Proceedings of the 12th International Conference on Network and Service Management, 2016

Monitoring and measurement system for green operation of geographically distributed ICT services.
Proceedings of the 12th International Conference on Network and Service Management, 2016

A traffic visualization framework for monitoring large-scale inter-datacenter network.
Proceedings of the 12th International Conference on Network and Service Management, 2016

The green sustainable telco cloud: Minimizing greenhouse gas emissions of server load migrations between distributed data centres.
Proceedings of the 12th International Conference on Network and Service Management, 2016

2015
Support Vector Machine.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Environment-Aware Virtual Slice Provisioning in Green Cloud Environment.
IEEE Trans. Services Computing, 2015

Influence of Color-to-Gray Conversion on the Performance of Document Image Binarization: Toward a Novel Optimization Problem.
IEEE Trans. Image Processing, 2015

FSITM: A Feature Similarity Index For Tone-Mapped Images.
IEEE Signal Process. Lett., 2015

Tensor representation learning based image patch analysis for text identification and recognition.
Pattern Recognition, 2015

Machine learning and pattern recognition models in change detection.
Pattern Recognition, 2015

Taxonomy of Distributed Denial of Service mitigation approaches for cloud computing.
J. Network and Computer Applications, 2015

OpenFlow-based in-network Layer-2 adaptive multipath aggregation in data centers.
Computer Communications, 2015

Carbon-aware distributed cloud: multi-level grouping genetic algorithm.
Cluster Computing, 2015

TITS-FM: Transductive incremental Takagi-Sugeno fuzzy models.
Appl. Soft Comput., 2015

SO-ARTIST: Self-Organized ART-2A inspired clustering for online Takagi-Sugeno fuzzy models.
Appl. Soft Comput., 2015

Inclusion of security requirements in SLA lifecycle management for cloud computing.
Proceedings of the 2nd IEEE Workshop on Evolving Security and Privacy Requirements Engineering, 2015

LBP-based degraded document image binarization.
Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Optimal placement of sequentially ordered virtual security appliances in the cloud.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Towards flexible, scalable and autonomic virtual tenant slices.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Effective document image deblurring via gradient histogram preservation.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Hierarchical segmentation and tracking of coronary arteries in 2D X-ray Angiography sequences.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Evaluation of techniques for signature classification from accelerometer and gyroscope data.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

A multiple-expert binarization framework for multispectral images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

ICDAR 2015 contest on MultiSpectral Text Extraction (MS-TEx 2015).
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Smart Packet: Re-distributing the Routing Intelligence among Network Components in SDNs.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

A Defense-Centric Model for Multi-step Attack Damage Cost Evaluation.
Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

Side-Information based Exponential Discriminant Analysis for face verification in the wild.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Multistage OCDO: Scalable Security Provisioning Optimization in SDN-Based Cloud.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Phase-Based Binarization of Ancient Document Images: Model and Applications.
IEEE Trans. Image Processing, 2014

Arabic word descriptor for handwritten word indexing and lexicon reduction.
Pattern Recognition, 2014

Large Margin Low Rank Tensor Analysis.
Neural Computation, 2014

Virtual Slice Assignment in Large-Scale Cloud Interconnects.
IEEE Internet Computing, 2014

Taxonomy of intrusion risk assessment and response system.
Computers & Security, 2014

Life cycle assessment of videoconferencing with call management servers relying on virtualization.
Proceedings of the ICT for Sustainability 2014 (ICT4S-14), 2014

Challenges and complexities in application of LCA approaches in the case of ICT for a sustainable future.
Proceedings of the ICT for Sustainability 2014 (ICT4S-14), 2014

Modelling of Electricity Mix in Temporal Differentiated Life-Cycle-Assessment to Minimize Carbon Footprint of a Cloud Computing Service.
Proceedings of the ICT for Sustainability 2014 (ICT4S-14), 2014

Constrained Energy Maximization and Self-Referencing Method for Invisible Ink Detection from Multispectral Historical Document Images.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Multi scale multi descriptor local binary features and exponential discriminant analysis for robust face authentication.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Gabor Filters for Degraded Document Image Binarization.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Deep-Belief-Network Based Rescoring Approach for Handwritten Word Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

An Active Contour Based Method for Image Binarization: Application to Degraded Historical Document Images.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Cloud Computing: A Risk Assessment Model.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

A Software-Defined Scalable and Autonomous Architecture for Multi-tenancy.
Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

Low Rank Tensor Manifold Learning.
Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

2013
3-D Curvilinear Structure Detection Filter Via Structure-Ball Analysis.
IEEE Trans. Image Processing, 2013

Historical document image restoration using multispectral imaging system.
Pattern Recognition, 2013

Powering a Data Center Network via Renewable Energy: A Green Testbed.
IEEE Internet Computing, 2013

A learning framework for the optimization and automation of document binarization methods.
Computer Vision and Image Understanding, 2013

Enabling infrastructure as a service (IaaS) on IP networks: from distributed to virtualized control plane.
IEEE Communications Magazine, 2013

Vesselwalker: Coronary arteries segmentation using random walks and hessian-based vesselness filter.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Ancient degraded document image binarization based on texture features.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Forensic evidence reporting using GMM-UBM, JFA and I-vector methods: Application to Algerian Arabic dialect.
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013

Adaptive Error-Correcting Output Codes.
Proceedings of the IJCAI 2013, 2013

An Empirical Evaluation of Supervised Dimensionality Reduction for Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Sketch-Based Retrieval of Document Illustrations and Regions of Interest.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

ARTIST: ART-2A Driven Generation of Fuzzy Rules for Online Handwritten Gesture Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Application of Phase-Based Features and Denoising in Postprocessing and Binarization of Historical Document Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

An Efficient Ground Truthing Tool for Binarization of Historical Manuscripts.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Unsupervised Ensemble of Experts (EoE) Framework for Automatic Binarization of Document Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Ground-Truth Estimation in Multispectral Representation Space: Application to Degraded Document Image Binarization.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Feature Design for Offline Arabic Handwriting Recognition: Handcrafted vs Automated?
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Using the conformal embedding analysis to compensate the channel effect in the i-vector based speaker verification system.
Proceedings of the 2013 BIOSIG, 2013

2012
Time-Frequency Distributions Based on Compact Support Kernels: Properties and Performance Evaluation.
IEEE Trans. Signal Processing, 2012

Nonrigid 2D/3D Registration of Coronary Artery Models With Live Fluoroscopy for Guidance of Cardiac Interventions.
IEEE Trans. Med. Imaging, 2012

Real-Time Knowledge-Based Processing of Images: Application of the Online NLPM Method to Perceptual Visual Analysis.
IEEE Trans. Image Processing, 2012

AdOtsu: An adaptive and parameterless generalization of Otsu's method for document image binarization.
Pattern Recognition, 2012

Corrigendum to 'A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images' [Pattern Recognition 44 (2011) 2184-2196].
Pattern Recognition, 2012

W-TSV: Weighted topological signature vector for lexicon reduction in handwritten Arabic documents.
Pattern Recognition, 2012

Toward a Zero-Carbon Network: Converging Cloud Computing and Network Virtualization.
IEEE Internet Computing, 2012

A local linear level set method for the binarization of degraded historical document images.
IJDAR, 2012

Error handling approach using characterization and correction steps for handwritten document analysis.
IJDAR, 2012

Maximum Entropy Gibbs Density Modeling for Pattern Classification.
Entropy, 2012

Environmental-aware virtual data center network.
Computer Networks, 2012

Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

Image patches analysis for text block identification.
Proceedings of the 11th International Conference on Information Science, 2012

A new framework for online sketch-based image retrieval in web environment.
Proceedings of the 11th International Conference on Information Science, 2012

Online handwritten gesture recognition based on Takagi-Sugeno fuzzy models.
Proceedings of the 11th International Conference on Information Science, 2012

A new framework based on signature patches, micro registration, and sparse representation for optical text recognition.
Proceedings of the 11th International Conference on Information Science, 2012

A prototype system for handwritten sub-word recognition: Toward Arabic-manuscript transliteration.
Proceedings of the 11th International Conference on Information Science, 2012

A new adaptive framework for tubular structures segmentation in X-ray angiography.
Proceedings of the 11th International Conference on Information Science, 2012

Hyperspectral band selection based on graph clustering.
Proceedings of the 11th International Conference on Information Science, 2012

Automated intrusion attack with permanent control: Analysis and countermeasures.
Proceedings of the 11th International Conference on Information Science, 2012

Shape recognition on a Riemannian manifold.
Proceedings of the 11th International Conference on Information Science, 2012

Incorporating user specific normalization in multimodal biometric fusion system.
Proceedings of the 11th International Conference on Information Science, 2012

Sparse descriptor for lexicon reduction in handwritten Arabic documents.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Fast and Robust Feature Set for Cross Individual Facial Expression Recognition.
Proceedings of the Computer Vision and Graphics - International Conference, 2012

Multi-level Grouping Genetic Algorithm for Low Carbon Virtual Private Clouds.
Proceedings of the CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18, 2012

Improving Biometric Verification Systems by Fusing Z-norm and F-norm.
Proceedings of the Biometric Recognition - 7th Chinese Conference, 2012

Historical Document Binarization Based on Phase Information of Images.
Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

Carbon Metering and Effective Tax Cost Modeling for Virtual Machines.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
Semisupervised Learning Using Bayesian Interpretation: Application to LS-SVM.
IEEE Trans. Neural Networks, 2011

Beyond pixels and regions: A non-local patch means (NLPM) method for content-level restoration, enhancement, and reconstruction of degraded document images.
Pattern Recognition, 2011

A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images.
Pattern Recognition, 2011

Help-Training for semi-supervised support vector machines.
Pattern Recognition, 2011

Non-local adaptive structure tensors: Application to anisotropic diffusion and shock filtering.
Image Vision Comput., 2011

Editorial preface - Special issue on ICDAR2009 selected and extended papers.
IJDAR, 2011

Leveraging green communications for carbon emission reductions: Techniques, testbeds, and emerging carbon footprint standards.
IEEE Communications Magazine, 2011

Indexing On-line Handwritten Texts Using Word Confusion Networks.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Combining statistical and geometrical classifiers for text extraction in multispectral document images.
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

Novel Data Representation for Text Extraction from Multispectral Historical Document Images.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

TSV-LR: topological signature vector-based lexicon reduction for fast recognition of pre-modern Arabic subwords.
Proceedings of the 2011 Workshop on Historical Document Imaging and Processing, 2011

Compact support kernels based time-frequency distributions: Performance evaluation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Renewable Energy Provisioning for ICT Services in a Future Internet.
Proceedings of the Future Internet, 2011

Low Carbon Virtual Private Clouds.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010
A multi-scale framework for adaptive binarization of degraded document images.
Pattern Recognition, 2010

A Variational Approach to Degraded Document Enhancement.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Genetic algorithm-based training for semi-supervised SVM.
Neural Computing and Applications, 2010

Green ICT: The rationale for a focus on curbing greenhouse gas emissions.
Proceedings of the International Conference on Wireless Communications and Signal Processing, 2010

Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures.
Proceedings of the Medical Imaging 2010: Visualization, 2010

Semi-supervised learning for weighted LS-SVM.
Proceedings of the International Joint Conference on Neural Networks, 2010

Length Increasing Active Contour for the Segmentation of Small Blood Vessels.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Evolving Fuzzy Classifiers: Application to Incremental Learning of Handwritten Gesture Recognition Systems.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Decreasing live virtual machine migration down-time using a memory page selection based on memory change PDF.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010

Personalizable Pen-Based Interface Using Lifelong Learning.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Text extraction from degraded document images.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Segmentation-based document image denoising.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

Degraded color document image enhancement based on NRCIR.
Proceedings of the 2nd European Workshop on Visual Information Processing, 2010

IBN SINA: a database for research on processing and understanding of Arabic manuscripts images.
Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009
Combining Model-Based and Discriminative Approaches in a Modular Two-stage Classification System: Application to isolated Handwritten Digit Recognition.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009

Support Vector Machine.
Proceedings of the Encyclopedia of Biometrics, 2009

Robust NL-means filter with optimal pixel-wise smoothing parameter for statistical image denoising.
IEEE Trans. Signal Processing, 2009

Semisupervised Least Squares Support Vector Machine.
IEEE Trans. Neural Networks, 2009

RSLDI: Restoration of single-sided low-quality document images.
Pattern Recognition, 2009

Handwriting recognition research: Twenty years of achievement... and beyond.
Pattern Recognition, 2009

New Frontiers in Handwriting Recognition.
Pattern Recognition, 2009

Model selection for the LS-SVM. Application to handwriting recognition.
Pattern Recognition, 2009

2DPCA-based techniques in DCT domain for face recognition.
IJISTA, 2009

Image Watermarking Based on the Hessenberg Transform.
Int. J. Image Graphics, 2009

Low quality document image modeling and enhancement.
IJDAR, 2009

Correcting Arabic OCR Errors Using Improved Topic-Based Language Models.
Int. J. Comput. Proc. Oriental Lang., 2009

The Combined Statistical Stepwise and Iterative Neural Network Pruning Algorithm.
Intelligent Automation & Soft Computing, 2009

Robust Authentication using Likelihood Ratio based Score Fusion of Voice and Face.
Proceedings of the SIGMAP 2009, 2009

Help-training semi-supervised LS-SVM.
Proceedings of the International Joint Conference on Neural Networks, 2009

Markovian clustering for the non-local means image denoising.
Proceedings of the International Conference on Image Processing, 2009

A New Approach for Skew Correction of Documents Based on Particle Swarm Optimization.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Handling Out-of-Vocabulary Words and Recognition Errors Based on Word Linguistic Context for Handwritten Sentence Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

A Unified Framework Based on the Level Set Approach for Segmentation of Unconstrained Double-Sided Document Images Suffering from Bleed-Through.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Restoration and Segmentation of Highly Degraded Characters Using a Shape-Independent Level Set Approach and Multi-level Classifiers.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Application of Multi-Level Classifiers and Clustering for Automatic Word Spotting in Historical Document Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Bayes Classification of Online Arabic Characters by Gibbs Modeling of Class Conditional Densities.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Help-training for semi-supervised discriminative classifiers. Application to SVM.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

DIAR: Advances in Degradation Modeling and Processing.
Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Processing of low quality document images: Issues and directions.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Application of 2DPCA Based Techniques in DCT Domain for Face Recognition.
Proceedings of the International Workshop on Computational Intelligence in Security for Information Systems, 2008

2007
PKCS: A Polynomial Kernel Family With Compact Support for Scale- Space Image Processing.
IEEE Trans. Image Processing, 2007

Optimizing resources in model selection for support vector machine.
Pattern Recognition, 2007

Skew angle estimation of printed document using linear regression, wavelet transform and anisotropic diffusion.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Strategies for visual arabic handwriting recognition: Issues and case study.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

A framework for a GMM-UBM based speaker verification and the need of a large arabic database.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Combined measures toward restoration of temporal information from offline handwritten text.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Learning Semi-supervised SVM with Genetic Algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2007

Image Segmentation Using Level Set and Local Linear Approximations.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Towards Segmentation of Pedicles on Posteroanterior X-Ray Views of Scoliotic Patients.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

Shape-Based Alphabet for Off-line Arabic Handwriting Recognition.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Retrieving poorly degraded OCR documents.
IJDAR, 2006

Visual Recognition of Arabic Handwriting: Challenges and New Directions.
Proceedings of the Arabic and Chinese Handwriting Recognition, 2006

New Formulation of SVM for Model Selection.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
Automatic model selection for the optimization of SVM kernels.
Pattern Recognition, 2005

Shock Filter-Based Diffusion Fields - Application To Grayscale Character Image Processing.
Int. J. Image Graphics, 2005

A new representation of shape and its use for high performance in online Arabic character recognition by an associative memory.
IJDAR, 2005

A Threshlod Selection Method Based on Multiscale and Graylevel Co-occurrence Matrix Analysis.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
On the structure of hidden Markov models.
Pattern Recognition Letters, 2004

Recognition of Unconstrained Legal Amounts Handwritten on Chinese Bank Checks.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Two-Stage Classification System combining Model-Based and Discriminative Approaches.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Segmentation Method for Touching Italic Characters.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A new representation of character shape and its use in on-line character recognition by a self organizing map.
Proceedings of the 2004 International Conference on Image Processing, 2004

SKCS -new kernel family with compact support.
Proceedings of the 2004 International Conference on Image Processing, 2004

Spiral recognition methodology and its application for recognition of Chinese bank checks.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Speeding up the decision making of support vector classifiers.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Classification of time-series data using a generative/discriminative hybrid.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

A new non-linear exponential 2-D adaptive filter and its application in texture characterization.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

On-line character recognition using histograms of features and an associative memory.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A generative-discriminative hybrid for sequential data classification [image classification example].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Databases for recognition of handwritten Arabic cheques.
Pattern Recognition, 2003

Numerical Schemes of Shock Filter Models for Image Enhancement and Restoration.
Journal of Mathematical Imaging and Vision, 2003

Automatic Filter Selection Using Image Quality Assessment.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Shock Filters for Character Image Enhancement and Peeling.
Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Information Retrieval Based on OCR Errors in Scanned Documents.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
StrCombo: combination of string recognizers.
Pattern Recognition Letters, 2002

Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme.
Proceedings of the Pattern Recognition with Support Vector Machines, 2002

Content Analysis in Document Images: A Scale Space Approach.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

KMOD - A Tw o-Parameter SVM Kernel for Pattern Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Efficient Estimation of Pen Trajectory from Off-Line Handwritten Words.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Introducing Termination Probabilities to HMM.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

On-line recognition of handwritten Arabic characters using a Kohonen neural network.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Empirical error based optimization of SVM kernels: application to digit image recognition.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Dynamic observations and dynamic state termination for off-line handwritten word recognition using HMM.
Proceedings of the Eighth International Workshop on Frontiers in Handwriting Recognition, 2002

Building Groupwares over Duplicated Object Systems.
Proceedings of the Groupware: Design, Implementation and Use, 8th International Workshop, 2002

2001
Stroke-model-based character extraction from gray-level document images.
IEEE Trans. Image Processing, 2001

A generic method of cleaning and enhancing handwritten data from business forms.
IJDAR, 2001

Reduction of the Classification Cost Using Hierarchical Classifiers based on the k-NN Rule.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Online Recognition of Sketched Electrical Diagrams.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

KMOD - A New Support Vector Machine Kernel with Moderate Decreasing for Pattern Recognition. Application to Digit Image Recognition.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

2000
KCS-new kernel family with compact support in scale space: formulation and impact.
IEEE Trans. Image Processing, 2000

1999
Extraction of Handwritten Data From Noisy Gray-Level Images Using A Multiscale Approach.
IJPRAI, 1999

Extraction of bankcheck items by mathematical morphology.
IJDAR, 1999

Model-based Character Extraction from Complex Backgrounds.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

Visual Data Extraction from Bi-level Document Images using a Generalized Kernel Family with Compact Support, in Scale-Space.
Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

1998
A recursive thresholding technique for image segmentation.
IEEE Trans. Image Processing, 1998

Automatic reading of cursive scripts using a reading model and perceptual concepts The PERPECTO system.
IJDAR, 1998

Multi-level Arabic Handwritten Words Recognition.
Proceedings of the Advances in Pattern Recognition, 1998

1997
Automatic Extraction of Baselines and Data from Check Images.
IJPRAI, 1997

Coupling observation/letter for a Markovian modelisation applied to the recognition of Arabic handwriting.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Automatic Reading of Cursive Scripts Using Human Knowledge.
Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

1996
Bank check processing system.
Int. J. Imaging Systems and Technology, 1996

Dynamical morphological processing: a fast method for base line extraction.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
Financial document processing based on staff line and description language.
IEEE Trans. Systems, Man, and Cybernetics, 1995

Building a Perception Based Model for Reading Cursive Script.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

A formal model for document processing of business forms.
Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

1994
A Multiresolution Based Approach for Handwriting Segmentation in Gray-scale Images.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993
Building a new generation of handwriting recognition systems.
Pattern Recognition Letters, 1993

Extraction of key letters for cursive script recognition.
Pattern Recognition Letters, 1993

An extended-shadow-code based approach for off-line signature verification.
Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

1991
Automated entry system for handwritten documents.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 1991, 3rd International Conference, Universitad Autonoma de Barcelona, Spain, April 2, 1991


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