Naoufel Werghi

Orcid: 0000-0002-5542-448X

According to our database1, Naoufel Werghi authored at least 240 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
A comprehensive review of artificial intelligence models for screening major retinal diseases.
Artif. Intell. Rev., May, 2024

Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning.
IEEE Trans. Ind. Informatics, April, 2024

SwinWave-SR: Multi-scale lightweight underwater image super-resolution.
Inf. Fusion, March, 2024

Center-Focused Affinity Loss for Class Imbalance Histology Image Classification.
IEEE J. Biomed. Health Informatics, February, 2024

Programmable broad learning system for baggage threat recognition.
Multim. Tools Appl., February, 2024

Neural Graph Refinement for Robust Recognition of Nuclei Communities in Histopathological Landscape.
IEEE Trans. Image Process., 2024

Incremental convolutional transformer for baggage threat detection.
Pattern Recognit., 2024

Unsupervised mutual transformer learning for multi-gigapixel Whole Slide Image classification.
Medical Image Anal., 2024

Efficient and lightweight in-memory computing architecture for hardware security.
J. Parallel Distributed Comput., 2024

B3D-EAR: Binarized 3D descriptors for ear-based human recognition.
Expert Syst. Appl., 2024

Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation.
Eng. Appl. Artif. Intell., 2024

Video Anomaly Detection in 10 Years: A Survey and Outlook.
CoRR, 2024

RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloud.
CoRR, 2024

A Robust Adversary Detection-Deactivation Method for Metaverse-oriented Collaborative Deep Learning.
CoRR, 2024

FinTem: A secure and non-invertible technique for fingerprint template protection.
Comput. Secur., 2024

An interpretable dual attention network for diabetic retinopathy grading: IDANet.
Artif. Intell. Medicine, 2024

AI-Enhanced Gas Flares Remote Sensing and Visual Inspection: Trends and Challenges.
IEEE Access, 2024

Unified Synergistic Deep Learning Framework for Multimodal 2-D and 3-D Radiographic Data Analysis: Model Development and Validation.
IEEE Access, 2024

PH-GCN: Boosting Human Action Recognition Through Multi-Level Granularity With Pair-Wise Hyper GCN.
IEEE Access, 2024

Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security.
IEEE Access, 2024

Vision-Perceptual Transformer Network for Semantic Scene Understanding.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

UAV-Assisted Logo Inspection: Deep Learning Techniques for Real- Time Detection and Classification of Distorted Logos.
Proceedings of the 8th International Conference on Robotics, Control and Automation, 2024

HapticFormers: Utilizing Transformers for Avocado Maturity Grading through Vision-based Tactile Assessment.
Proceedings of the IEEE Haptics Symposium, 2024

Human Action Recognition with Multi-Level Granularity and Pair-Wise Hyper GCN.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

3D-TexSeg: Unsupervised Segmentation of 3D Texture Using Mutual Transformer Learning.
Proceedings of the International Conference on 3D Vision, 2024

2023
Transformers for autonomous recognition of psychiatric dysfunction via raw and imbalanced EEG signals.
Brain Informatics, December, 2023

A comprehensive computer-aided system for an early-stage diagnosis and classification of diabetic macular edema.
J. King Saud Univ. Comput. Inf. Sci., September, 2023

RHEMAT: Robust human ear based multimodal authentication technique.
Comput. Secur., September, 2023

An appraisal of the performance of AI tools for chronic stroke lesion segmentation.
Comput. Biol. Medicine, September, 2023

DeepBLS: Deep Feature-Based Broad Learning System for Tissue Phenotyping in Colorectal Cancer WSIs.
J. Digit. Imaging, August, 2023

Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG.
Expert Syst. Appl., August, 2023

Cascaded structure tensor for robust baggage threat detection.
Neural Comput. Appl., May, 2023

Multimodal hybrid features in 3D ear recognition.
Appl. Intell., May, 2023

Knowledge Distillation in Histology Landscape by Multi-Layer Features Supervision.
IEEE J. Biomed. Health Informatics, April, 2023

Angular contrastive distillation driven self-supervised scanner independent screening and grading of retinopathy.
Inf. Fusion, April, 2023

Unsupervised anomaly instance segmentation for baggage threat recognition.
J. Ambient Intell. Humaniz. Comput., March, 2023

SIPFormer: Segmentation of Multiocular Biometric Traits With Transformers.
IEEE Trans. Instrum. Meas., 2023

Robot-Person Tracking in Uniform Appearance Scenarios: A New Dataset and Challenges.
IEEE Trans. Hum. Mach. Syst., 2023

Arabic Mispronunciation Recognition System Using LSTM Network.
Inf., 2023

Recent Advances in Baggage Threat Detection: A Comprehensive and Systematic Survey.
ACM Comput. Surv., 2023

A Survey of 3D Ear Recognition Techniques.
ACM Comput. Surv., 2023

A Comprehensive Review of Artificial Intelligence Applications in Major Retinal Conditions.
CoRR, 2023

3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning.
CoRR, 2023

Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement.
CoRR, 2023

Convolutional Transformer for Autonomous Recognition and Grading of Tomatoes Under Various Lighting, Occlusion, and Ripeness Conditions.
CoRR, 2023

GhostFaceNets: Lightweight Face Recognition Model From Cheap Operations.
IEEE Access, 2023

Multi-view Inspection of Flare Stacks Operation Using a Vision-controlled Autonomous UAV.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Highly Imbalanced Baggage Threat Classification.
Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Context-Aware Transformers for Weakly Supervised Baggage Threat Localization.
Proceedings of the IEEE International Conference on Image Processing, 2023

Strengthening Deep Learning Model for Robust Screening of Volumetric Chest Radiographic Scans.
Proceedings of the IEEE International Conference on Image Processing, 2023

Robust Nucleus Classification with Iterative Graph Representational Learning.
Proceedings of the IEEE International Conference on Image Processing, 2023

Facet-Level Segmentation of 3d Textures on Cultural Heritage Objects.
Proceedings of the IEEE International Conference on Image Processing, 2023

A Shallow U-Net with Split-Fused Attention Mechanism for Retinal Vessel Segmentation.
Proceedings of the IEEE International Conference on Image Processing, 2023



Vision-Based Analytics of Flare Stacks Using Deep Learning Detection.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

Multi-Target Tracker for Low Light Vision.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

Uniform Appearance People and Crowd Monitoring Using Drones.
Proceedings of the 21st International Conference on Advanced Robotics, 2023

A Lightweight UNet with Inverted Residual Blocks for Diabetic Retinopathy Lesion Segmentation.
Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

Contrastive Learning Driven Self-Supervised Framework for Segmentation of Biomarker of Diabetic Macular Edema.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023

Incremental Instance Segmentation for Cluttered Baggage Threat Detection.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023

Detection Transformer Framework for Recognition of Heavily Occluded Suspicious Objects.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2023

2022
A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items.
IEEE Trans. Syst. Man Cybern. Syst., 2022

A Novel Technique for Fingerprint Based Secure User Authentication.
IEEE Trans. Emerg. Top. Comput., 2022

Hierarchical Spatiotemporal Graph Regularized Discriminative Correlation Filter for Visual Object Tracking.
IEEE Trans. Cybern., 2022

Continual Learning Objective for Analyzing Complex Knowledge Representations.
Sensors, 2022

Tensor pooling-driven instance segmentation framework for baggage threat recognition.
Neural Comput. Appl., 2022

Nucleus classification in histology images using message passing network.
Medical Image Anal., 2022

Unsupervised Land-Cover Segmentation Using Accelerated Balanced Deep Embedded Clustering.
IEEE Geosci. Remote. Sens. Lett., 2022

The Classification Power of Classical and Intra-voxel Incoherent Motion (IVIM) Fitting Models of Diffusion-weighted Magnetic Resonance Images: An Experimental Study.
J. Digit. Imaging, 2022

Learning to localize image forgery using end-to-end attention network.
Neurocomputing, 2022

Speaker Identification from emotional and noisy speech data using learned voice segregation and Speech VGG.
CoRR, 2022

Person Monitoring by Full Body Tracking in Uniform Crowd Environment.
CoRR, 2022

Robot Person Following in Uniform Crowd Environment.
CoRR, 2022

Deep learning framework for robot for person detection and tracking.
CoRR, 2022

Real-Time Face Recognition System.
CoRR, 2022

Multi-level feature fusion for nucleus detection in histology images using correlation filters.
Comput. Biol. Medicine, 2022

Knowledge distillation driven instance segmentation for grading prostate cancer.
Comput. Biol. Medicine, 2022

A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking.
IEEE Access, 2022

Transformers for Imbalanced Baggage Threat Recognition.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2022

Image Classification and Text Identification in Inspecting Military Aircrafts Logos: Application of Convolutional Neural Network.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2022

NucDETR: End-to-End Transformer for Nucleus Detection in Histopathology Images.
Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2022

Vision-based Inspection of Flare Stacks Operation Using a Visual Servoing Controlled Autonomous Unmanned Aerial Vehicle (UAV).
Proceedings of the IECON 2022, 2022

Underwater Fish Tracking-by-Detection: An Adaptive Tracking Approach.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Class-Balanced Affinity Loss for Highly Imbalanced Tissue Classification in Computational Pathology.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Detecting 3D Texture on Cultural Heritage Artifacts.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Balanced Affinity Loss for Highly Imbalanced Baggage Threat Contour-Driven Instance Segmentation.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Underwater Image Enhancement Using Pre-trained Transformer.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

UTB180: A High-Quality Benchmark for Underwater Tracking.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology.
IEEE J. Biomed. Health Informatics, 2021

Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models.
IEEE J. Biomed. Health Informatics, 2021

Joint Segmentation and Quantification of Chorioretinal Biomarkers in Optical Coherence Tomography Scans: A Deep Learning Approach.
IEEE Trans. Instrum. Meas., 2021

Incremental Cross-Domain Adaptation for Robust Retinopathy Screening via Bayesian Deep Learning.
IEEE Trans. Instrum. Meas., 2021

Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression.
IEEE Trans. Biomed. Eng., 2021

Estimating ambient visibility in the presence of fog: a deep convolutional neural network approach.
Pers. Ubiquitous Comput., 2021

Convolution operations for relief-pattern retrieval, segmentation and classification on mesh manifolds.
Pattern Recognit. Lett., 2021

Representing and analyzing relief patterns using LBP variants on mesh manifold.
Pattern Anal. Appl., 2021

Spatially Constrained Context-Aware Hierarchical Deep Correlation Filters for Nucleus Detection in Histology Images.
Medical Image Anal., 2021

Automated segmentation and extraction of posterior eye segment using OCT scans.
CoRR, 2021

Deep learning based joint segmentation and characterization of multi-class retinal fluid lesions on OCT scans for clinical use in anti-VEGF therapy.
Comput. Biol. Medicine, 2021

CDC-Net: Cascaded decoupled convolutional network for lesion-assisted detection and grading of retinopathy using optical coherence tomography (OCT) scans.
Biomed. Signal Process. Control., 2021

Person Gender Classification on RGB-D Data With Self-Joint Attention.
IEEE Access, 2021

An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier.
IEEE Access, 2021

Temporal Fusion Based Mutli-scale Semantic Segmentation for Detecting Concealed Baggage Threats.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Toe Prints: An Application Study for Biometric Verification in Adults.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
Multiplex Cellular Communities in Multi-Gigapixel Colorectal Cancer Histology Images for Tissue Phenotyping.
IEEE Trans. Image Process., 2020

Robust Structural Low-Rank Tracking.
IEEE Trans. Image Process., 2020

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection.
IEEE Trans. Circuits Syst. Video Technol., 2020

Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats.
Sensors, 2020

Statistical 3D watermarking algorithm using non negative matrix factorization.
Multim. Tools Appl., 2020

Autonomous Extraction of Gleason Patterns for Grading Prostate Cancer using Multi-Gigapixel Whole Slide Images.
CoRR, 2020

Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion.
CoRR, 2020

Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images.
CoRR, 2020

Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans.
CoRR, 2020

SIP-SegNet: A Deep Convolutional Encoder-Decoder Network for Joint Semantic Segmentation and Extraction of Sclera, Iris and Pupil based on Periocular Region Suppression.
CoRR, 2020

SHREC 2020: Retrieval of digital surfaces with similar geometric reliefs.
Comput. Graph., 2020

CSIOR: Circle-Surface Intersection Ordered Resampling.
Comput. Aided Geom. Des., 2020

Emotion Recognition From Speech Using Wavelet Packet Transform Cochlear Filter Bank and Random Forest Classifier.
IEEE Access, 2020

Deep Fusion Driven Semantic Segmentation for the Automatic Recognition of Concealed Contraband Items.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Spatial Graph Regularized Correlation Filters for Visual Object Tracking.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Thyroid Nodule Cell Classification in Cytology Images Using Transfer Learning Approach.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Long-Range Visual UAV Detection and Tracking System with Threat Level Assessment.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

Gender Recognition on RGB-D Image.
Proceedings of the IEEE International Conference on Image Processing, 2020

CSIOR: An Algorithm For Ordered Triangular Mesh Regularization.
Proceedings of the IEEE International Conference on Image Processing, 2020

Diagnosing Autism Using T1-W MRI With Multi-Kernel Learning and Hypergraph Neural Network.
Proceedings of the IEEE International Conference on Image Processing, 2020

CS-RPCA: Clustered Sparse RPCA for Moving Object Detection.
Proceedings of the IEEE International Conference on Image Processing, 2020

Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach.
Proceedings of the IEEE International Conference on Image Processing, 2020

Localizing Firearm Carriers By Identifying Human-Object Pairs.
Proceedings of the IEEE International Conference on Image Processing, 2020

Deep Bidirectional Correlation Filters for Visual Object Tracking.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Investigating Circadian Heart Rate Variability in Coronary Artery Disease Patients with Various Degrees of Left Ventricle Ejection Fraction.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Extracting Ordered Iso-Geodesic Points on the Mesh.
Proceedings of the Italian Chapter Conference 2020, 2020

Exploiting the Transferability of Deep Learning Systems Across Multi-modal Retinal Scans for Extracting Retinopathy Lesions.
Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020


2019
A Deep Learning-Based Approach for the Detection and Localization of Prostate Cancer in T2 Magnetic Resonance Images.
J. Digit. Imaging, 2019

Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs.
CoRR, 2019

Learned 3D Shape Representations Using Fused Geometrically Augmented Images: Application to Facial Expression and Action Unit Detection.
CoRR, 2019

Learned Micro-Doppler Representations for Targets Classification Based on Spectrogram Images.
IEEE Access, 2019

CSIOR: An Ordered Structured Resampling of Mesh Surfaces.
Proceedings of the Smart Multimedia - Second International Conference, 2019

Fused Geometry Augmented Images for Analyzing Textured Mesh.
Proceedings of the Smart Multimedia - Second International Conference, 2019

Extending LBP and Convolution-Like Operations on the Mesh.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Deep Multiresolution Cellular Communities for Semantic Segmentation of Multi-Gigapixel Histology Images.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Low-Rank Tensor Tracking.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Relief Pattern Segmentation Using 2D-Grid Patches on a Locally Ordered Mesh Manifold.
Proceedings of the Italian Chapter Conference 2019, 2019

Structural Low-Rank Tracking.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Detecting Drivers Smartphone: A Learned Features Approach using Aggregated Scalogram Images.
Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

2018
3D mesh watermarking using salient points.
Multim. Tools Appl., 2018

Balancing Incident and Ambient Light for Illumination Compensation in Video Applications.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Estimating meteorological visibility range under foggy weather conditions: A deep learning approach.
Proceedings of the 9th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2018) / The 8th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2018) / Affiliated Workshops, 2018

A 2.5D Deep Learning-Based Approach for Prostate Cancer Detection on T2-Weighted Magnetic Resonance Imaging.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Performing Image-like Convolution on Triangular Meshes.
Proceedings of the 11th Eurographics Workshop on 3D Object Retrieval, 2018

Retrieval of Gray Patterns Depicted on 3D Models.
Proceedings of the 11th Eurographics Workshop on 3D Object Retrieval, 2018


2017
A comprehensive non-invasive framework for diagnosing prostate cancer.
Comput. Biol. Medicine, 2017

Classification of Cervical-Cancer Using Pap-Smear Images: A Convolutional Neural Network Approach.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Segmentation of Abdominal Aortic Aneurysm (AAA) Based on Topology Prior Model.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Convolutional neural networkasa feature extractor for automatic polyp detection.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Application-specific processor for local-binary-patterns generation.
Proceedings of the 24th IEEE International Conference on Electronics, Circuits and Systems, 2017

Joint Registration and Representation Learning for Unconstrained Face Identification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Boosting 3D LBP-Based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh.
IEEE Trans. Inf. Forensics Secur., 2016

Towards a Methodology for Retrieving Suspects Using 3D Facial Descriptors.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Early Features Fusion over 3D Face for Face Recognition.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

A Novel Robust Statistical Watermarking of 3D Meshes.
Proceedings of the Representations, Analysis and Recognition of Shape and Motion from Imaging Data, 2016

Facial landmarks detection using 3D constrained local model on mesh manifold.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016

Enhancing automatic polyp detection accuracy using fusion techniques.
Proceedings of the IEEE 59th International Midwest Symposium on Circuits and Systems, 2016

Computer-aided diagnostic tool for early detection of prostate cancer.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

3D constrained local model with independent component analysis and non-Gaussian shape prior distribution: Application to 3D facial landmark detection.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Statistical robust watermarking for 3D mesh models based on salient points.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015
The Mesh-LBP: A Framework for Extracting Local Binary Patterns From Discrete Manifolds.
IEEE Trans. Image Process., 2015

Local binary patterns on triangular meshes: Concept and applications.
Comput. Vis. Image Underst., 2015

Computer Aided Diagnosis System for Early Lung Cancer Detection.
Algorithms, 2015

Boosting 3D LBP-based face recognition by fusing shape and texture descriptors on the mesh.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Rule based classification of sputum images for early lung cancer detection.
Proceedings of the 2015 IEEE International Conference on Electronics, 2015

Using facial images for the diagnosis of genetic syndromes: A survey.
Proceedings of the International Conference on Communications, 2015

Automatic polyp detection: A comparative study.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Landmark detection from 3D mesh facial models for image-based analysis of dysmorphology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Representing 3D texture on mesh manifolds for retrieval and recognition applications.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Computing Local Binary Patterns on Mesh Manifolds for 3D Texture Retrieval.
Proceedings of the 8th Eurographics Workshop on 3D Object Retrieval, 2015

2014
Selecting stable keypoints and local descriptors for person identification using 3D face scans.
Vis. Comput., 2014

Multiscale Roughness Approach for Assessing Posterior Capsule Opacification.
IEEE J. Biomed. Health Informatics, 2014

Computing Local Binary Patterns on Discrete Manifolds.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Ensemble learning for the detection of facial dysmorphology.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Automatic Sputum Color Image Segmentation for Lung Cancer Diagnosis.
KSII Trans. Internet Inf. Syst., 2013

Matching 3D face scans using interest points and local histogram descriptors.
Comput. Graph., 2013

Extraction and Segmentation of Sputum Cells for Lung Cancer Early Diagnosis.
Algorithms, 2013

Local descriptors matching for 3D face recognition.
Proceedings of the IEEE International Conference on Image Processing, 2013

Automated image assessment of posterior capsule opacification using Hölder exponents.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

Comparison of Hopfield Neural Network and mean shift algorithm in segmenting sputum color images for lung Cancer Diagnosis.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

Early detection of lung cancer based on sputum color image analysis.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

The Mesh-LBP: Computing Local Binary Patterns on Discrete Manifolds.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Robust and Fragile Watermarking Scheme Based on DCT and Hash Function for Color Satellite Images.
Proceedings of the Sixth International Conference on Developments in eSystems Engineering, 2013

Segmentation of sputum color image for lung cancer diagnosis based on mean shift algorithm.
Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013

Data embedding of 3D triangular mesh models using ordered ring facets.
Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

3D face matching using structured ordered facial patterns.
Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

Geometric Histograms of 3D Keypoints for Face Identification with Missing Parts.
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013

2012
An ordered topological representation of 3D triangular mesh facial surface: Concept and applications.
EURASIP J. Adv. Signal Process., 2012

Sputum image detection and extraction for lung cancer early diagnosis.
Proceedings of the 11th International Conference on Information Science, 2012

Detection and segmentation of sputum cell for early lung cancer detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Bayesian classification and artificial neural network methods for lung cancer early diagnosis.
Proceedings of the 19th IEEE International Conference on Electronics, Circuits and Systems, 2012

2011
The Spiral Facets - A Unified Framework for the Analysis and Description of 3D Facial Mesh Surfaces.
Proceedings of the VISAPP 2011, 2011

Rectangular Empty Parking Space Detection using SIFT based Classification.
Proceedings of the VISAPP 2011, 2011

A novel surface pattern for 3D facial surface encoding and alignment.
Proceedings of the IEEE International Conference on Systems, 2011

2010
An unsupervised learning approach based on a Hopfield-like network for assessing posterior capsule opacification.
Pattern Anal. Appl., 2010

GENIMS - a user-centric and GIS-enabled incident management system.
Int. J. Inf. Commun. Technol., 2010

A decision-tree-based system for student academic advising and planning in information systems programmes.
Int. J. Bus. Inf. Syst., 2010

The 3D facial kernel: Application to facial surface spherical mapping and alignment.
Proceedings of the IEEE International Conference on Systems, 2010

Combined spatial and transform domain analysis for rectangle detection.
Proceedings of the 13th Conference on Information Fusion, 2010

2009
Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

2007
Segmentation and Modeling of Full Human Body Shape From 3-D Scan Data: A Survey.
IEEE Trans. Syst. Man Cybern. Part C, 2007

A Geometric Distribution-Based Approach for Aligning 3D Digital Object Models.
Int. J. Comput. Their Appl., 2007

Labelling of Three Dimensional Human Body Scans: a Topological Approach.
Int. J. Image Graph., 2007

2006
A functional-based segmentation of human body scans in arbitrary postures.
IEEE Trans. Syst. Man Cybern. Part B, 2006

A robust approach for constructing a graph representation of articulated and tubular-like objects from 3D scattered data.
Pattern Recognit. Lett., 2006

Segmentation and modelling of full human body shape from 3D scan data: A survey.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

2005
A discriminative 3D wavelet-based descriptors: Application to the recognition of human body postures.
Pattern Recognit. Lett., 2005

2004
Topological Segmentation of Discrete Human Body Shapes in Various Postures Based on Geodesic Distance.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

TM.AN: Commanding the Power of Collaborative Task Management.
Proceedings of the ICETE 2004, 2004

2003
A topological approach for segmenting human body shape.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans .
Proceedings of the 4th International Conference on 3D Digital Imaging and Modeling (3DIM 2003), 2003

2002
Shape Reconstruction Incorporating Multiple Nonlinear Geometric Constraints.
Constraints An Int. J., 2002

Wavelet Moments for Recognizing Human Body Posture from 3D.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Recognition of Human Body Posture from a Cloud of 3D Data Points using Wavelet Transform Coefficients.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Posture Recognition nd Segmentation from 3D Human Body Scans.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2000
Faithful Recovering of Quadric Surfaces from 3D Range Data by Global Fitting.
Int. J. Shape Model., 2000

1999
Object reconstruction by incorporating geometric constraints in reverse engineering.
Comput. Aided Des., 1999

An Evolutionary Approach to Fitting Constrained Degenrate Second Order Surfaces.
Proceedings of the Evolutionary Image Analysis, 1999

Improving Second-order Surface Estimation.
Proceedings of the British Machine Vision Conference 1999, 1999

Construction of Articulated Models from Range Data.
Proceedings of the British Machine Vision Conference 1999, 1999

Faithful Recovering of Quadric Surfaces from 3D Range Data.
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999

A Low-Cost Range Finder Using a Visually Located, Structured Light Source.
Proceedings of the 2nd International Conference on 3D Digital Imaging and Modeling (3DIM '99), 1999

1998
Aligning Arbitrary Surfaces using Pairwise Geometric Histograms.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

Modelling Objects having Quadric Surfaces Incorporating Geometric cCnstraints.
Proceedings of the Computer Vision, 1998

Finding Surface Correspondance for Object Recognition and Registration Using Pairwise Geometric Histograms.
Proceedings of the Computer Vision, 1998

1997
Improving model shape acquisition by incorporating geometric constraints.
Proceedings of the British Machine Vision Conference 1997, 1997

Segmentation of Range Data into Rigid Subsets using Planar Surface Patches.
Proceedings of the British Machine Vision Conference 1997, 1997

1996
Ellipse Fitting And Three-Dimensional Localization Of Objects Based On Elliptic Features.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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