Serestina Viriri

According to our database, Serestina Viriri authored at least 143 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis.

Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo

J. Big Data, December, 2023

State-of-the-Art Deep Learning Methods for Objects Detection in Remote Sensing Satellite Images.

Adekanmi Adeyinka Adegun, Jean Vincent Fonou Dombeu, Serestina Viriri, John Odindi

Sensors, July, 2023

Contrast Enhancement of RGB Retinal Fundus Images for Improved Segmentation of Blood Vessels Using Convolutional Neural Networks.

Olubunmi Omobola Sule, Serestina Viriri

J. Digit. Imaging, April, 2023

Stacked ensemble deep learning for pancreas cancer classification using extreme gradient boosting.

Wilson Bakasa, Serestina Viriri

Frontiers Artif. Intell., February, 2023

Corrigendum: mPD-APP: a mobile-enabled plant diseases diagnosis application using convolutional neural network toward the attainment of a food secure world.

Emmanuel Oluwatobi Asani, Yomi Phineas Osadeyi, Adekanmi Adeyinka Adegun, Serestina Viriri, Joyce Ayoola, Ebenezer Ayorinde Kolawole

Frontiers Artif. Intell., February, 2023

mPD-APP: a mobile-enabled plant diseases diagnosis application using convolutional neural network toward the attainment of a food secure world.

Emmanuel Oluwatobi Asani, Yomi Phineas Osadeyi, Adekanmi Adeyinka Adegun, Serestina Viriri, Joyce Ayoola, Ebenezer Ayorinde Kolawole

Frontiers Artif. Intell., February, 2023

Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review.

Stewart Muchuchuti, Serestina Viriri

J. Imaging, 2023

VGG16 Feature Extractor with Extreme Gradient Boost Classifier for Pancreas Cancer Prediction.

Wilson Bakasa, Serestina Viriri

J. Imaging, 2023

EfficientNet family U-Net models for deep learning semantic segmentation of kidney tumors on CT images.

Abubaker Abdelrahman, Serestina Viriri

Frontiers Comput. Sci., 2023

Efficient nnU-Net for Brain Tumor Segmentation.

Tirivangani Magadza, Serestina Viriri

IEEE Access, 2023

Lightweight Deep Learning Framework for Speech Emotion Recognition.

Samson Akinpelu, Serestina Viriri, Adekanmi Adegun

IEEE Access, 2023

Light Gradient-Boosting Machine Edge Detection With Cropping Layer for Semantic Segmentation of Pancreas.

Wilson Bakasa, Serestina Viriri

Adv. Artif. Intell. Mach. Learn., 2023

Human Fall Detection from Sequences of Skeleton Features using Vision Transformer.

Ali Raza, Muhammad Haroon Yousaf, Sergio A. Velastin, Serestina Viriri

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Retinal Disease Diagnosis with a Hybrid ResNet50-LSTM Deep Learning.

Stewart Muchuchuti, Serestina Viriri

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

Intelligent Automated Pancreas Segmentation Using U-Net Model Variants.

Wilson Bakasa, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

2022

An Architecture for Cognitive Computing in Healthcare.

Ronald Tombe, Fredrick Mzee Awuor, Serestina Viriri

J. Ubiquitous Syst. Pervasive Networks, 2022

Kidney Tumor Semantic Segmentation Using Deep Learning: A Survey of State-of-the-Art.

Abubaker Abdelrahman, Serestina Viriri

J. Imaging, 2022

Apparent age prediction from faces: A survey of modern approaches.

Olatunbosun Agbo-Ajala, Serestina Viriri, Mustapha Oloko-Oba, Olufisayo Ekundayo, Reolyn Heymann

Frontiers Big Data, 2022

Ear Biometrics Using Deep Learning: A Survey.

Aimee Booysens, Serestina Viriri

Appl. Comput. Intell. Soft Comput., 2022

Long Short-Term Memory Recurrent Neural Network for Automatic Speech Recognition.

Jane Oruh, Serestina Viriri, Adekanmi Adegun

IEEE Access, 2022

Brain Tumor Segmentation Using Partial Depthwise Separable Convolutions.

Tirivangani Magadza, Serestina Viriri

IEEE Access, 2022

A Robust Deep Transfer Learning Model for Accurate Speech Emotion Classification.

Samson Akinpelu, Serestina Viriri

Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021

Adaptive Deep Co-Occurrence Feature Learning Based on Classifier-Fusion for Remote Sensing Scene Classification.

Ronald Tombe, Serestina Viriri

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Multilabel convolution neural network for facial expression recognition and ordinal intensity estimation.

Olufisayo Ekundayo, Serestina Viriri

PeerJ Comput. Sci., 2021

Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art.

Tirivangani Magadza, Serestina Viriri

J. Imaging, 2021

Off-Line Arabic Handwritten Words Segmentation using Morphological Operators.

Nisreen AbdAllah, Serestina Viriri

CoRR, 2021

Ensemble of EfficientNets for the Diagnosis of Tuberculosis.

Mustapha Oloko-Oba, Serestina Viriri

Comput. Intell. Neurosci., 2021

Classification of Hematoxylin and Eosin-Stained Breast Cancer Histology Microscopy Images Using Transfer Learning with EfficientNets.

Chanaleä Munien, Serestina Viriri

Comput. Intell. Neurosci., 2021

Dental Images' Segmentation Using Threshold Connected Component Analysis.

Vincent Majanga, Serestina Viriri

Comput. Intell. Neurosci., 2021

Detection of COVID-19 from CT Lung Scans Using Transfer Learning.

Sahil Lawton, Serestina Viriri

Comput. Intell. Neurosci., 2021

Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine.

Yusra Khalid Bhatti, Afshan Jamil, Nudrat Nida, Muhammad Haroon Yousaf, Serestina Viriri, Sergio A. Velastin

Comput. Intell. Neurosci., 2021

Deep Learning Approach for Medical Image Analysis.

Adekanmi Adeyinka Adegun, Serestina Viriri, Roseline Oluwaseun Ogundokun

Comput. Intell. Neurosci., 2021

Deep learning approach for facial age classification: a survey of the state-of-the-art.

Olatunbosun Agbo-Ajala, Serestina Viriri

Artif. Intell. Rev., 2021

Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art.

Adekanmi Adegun, Serestina Viriri

Artif. Intell. Rev., 2021

Facial Expression Recognition: A Review of Trends and Techniques.

Olufisayo Ekundayo, Serestina Viriri

IEEE Access, 2021

Automatic Baggage Threat Detection Using Deep Attention Networks.

Yashay Rampershad, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Artificial Intelligence Research - Second Southern African Conference, 2021

Long Short-Term Memory Recurrent Neural Network for Automatic Recognition of Spoken English Digits.

Jane Oruh, Serestina Viriri

Proceedings of the Mining Intelligence and Knowledge Exploration, 2021

Skeletal Age Estimation from Hand Radiographs Using Ensemble Deep Learning.

Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Pattern Recognition - 13th Mexican Conference, 2021

Deep Learning for Age Estimation Using EfficientNet.

Idowu Aruleba, Serestina Viriri

Proceedings of the Advances in Computational Intelligence, 2021

Enhanced Convolutional Neural Network for Age Estimation.

Idowu Aruleba, Serestina Viriri

Proceedings of the Advances in Computational Intelligence, 2021

Underwater Image Enhancement Using Adaptive Algorithms.

Shaneer Luchman, Serestina Viriri

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2021

Deep Learning with Optimization Techniques for the Classification of Spoken English Digit.

Jane Oruh, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Ensemble of Convolution Neural Networks for Automatic Tuberculosis Classification.

Mustapha Oloko-Oba, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Towards Exploiting Convolutional Features for Remote Sensing Images Scene Classification.

Ronald Tombe, Serestina Viriri

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2021

Contrast Enhancement in Deep Convolutional Neural Networks for Segmentation of Retinal Blood Vessels.

Olubunmi Omobola Sule, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2021

Dropout Regularization for Automatic Segmented Dental Images.

Vincent Majanga, Serestina Viriri

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2021

2020

Skin Lesion Segmentation Using Stochastic Region-Merging and Pixel-Based Markov Random Field.

Omran Salih, Serestina Viriri

Symmetry, 2020

A Hybrid Feature Method for Handling Redundant Features in a Sentinel-2 Multidate Image for Mapping Parthenium Weed.

Zolo Kiala, Onisimo Mutanga, John Odindi, Serestina Viriri, Mbulisi Sibanda

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems.

Absalom E. Ezugwu, Olawale J. Adeleke, Andronicus Ayobami Akinyelu, Serestina Viriri

Neural Comput. Appl., 2020

A Lightweight Convolutional Neural Network for Real and Apparent Age Estimation in Unconstrained Face Images.

Olatunbosun Agbo-Ajala, Serestina Viriri

IEEE Access, 2020

FCN-Based DenseNet Framework for Automated Detection and Classification of Skin Lesions in Dermoscopy Images.

Adekanmi Adeyinka Adegun, Serestina Viriri

IEEE Access, 2020

Deep Learning-Based System for Automatic Melanoma Detection.

Adekanmi Adegun, Serestina Viriri

IEEE Access, 2020

Plant Species Identification using Discriminant Bag of Words (DBoW).

Fiza Murtaza, Umber Saba, Muhammad Haroon Yousaf, Serestina Viriri

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Remote Sensing Scene Classification Based on Effective Feature Learning by Deep Residual Networks.

Ronald Tombe, Serestina Viriri

Proceedings of the Machine Learning for Networking - Third International Conference, 2020

Spectral Analysis for Automatic Speech Recognition and Enhancement.

Jane Oruh, Serestina Viriri

Proceedings of the Machine Learning for Networking - Third International Conference, 2020

Scene Classification of Remote Sensing Images Based on ConvNet Features and Multi-grained Forest.

Ronald Tombe, Serestina Viriri, Jean Vincent Fonou Dombeu

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis.

Mustapha Oloko-Oba, Serestina Viriri

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach.

Olufisayo Ekundayo, Serestina Viriri

Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

Enhanced Convolutional Neural Networks for Segmentation of Retinal Blood Vessel Image.

Olubunmi Omobola Sule, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2020

Online Signature Verification using Deep Descriptors.

Abigail Singh, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2020

Diagnosing Tuberculosis Using Deep Convolutional Neural Network.

Mustapha Oloko-Oba, Serestina Viriri

Proceedings of the Image and Signal Processing - 9th International Conference, 2020

Dynamic Local Ternary Patterns for Gender Identification Using Facial Components.

Salma M. Osman, Serestina Viriri

Proceedings of the Computer Vision and Graphics - International Conference, 2020

Tuberculosis Abnormality Detection in Chest X-Rays: A Deep Learning Approach.

Mustapha Oloko-Oba, Serestina Viriri

Proceedings of the Computer Vision and Graphics - International Conference, 2020

Exploration of Ear Biometrics with Deep Learning.

Aimee Booysens, Serestina Viriri

Proceedings of the Computer Vision and Graphics - International Conference, 2020

Melanoma Skin Cancer Classification Using Transfer Learning.

Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Advances in Computational Collective Intelligence, 2020

Macroscopic Skin Lesion Segmentation Using GrabCut.

Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response.

Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation.

Adekanmi Adegun, Serestina Viriri

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020

2019

A spy search mechanism for memetic algorithm in dynamic environments.

Stephen M. Akandwanaho, Serestina Viriri

Appl. Soft Comput., 2019

Deep Forest Approach for Facial Expression Recognition.

Olufisayo Ekundayo, Serestina Viriri

Proceedings of the Image and Video Technology, 2019

Face-Based Age and Gender Classification Using Deep Learning Model.

Olatunbosun Agbo-Ajala, Serestina Viriri

Proceedings of the Image and Video Technology, 2019

Random Forests with a Steepend Gini-Index Split Function and Feature Coherence Injection.

Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri

Proceedings of the Machine Learning for Networking, 2019

Facial Expression Recognition Using Directional Gradient Local Ternary Patterns.

Nahla Nour, Serestina Viriri

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2019

Skin Lesion Segmentation Techniques Based on Markov Random Field.

Omran Salih, Serestina Viriri

Proceedings of the Mining Intelligence and Knowledge Exploration, 2019

A Deep Learning Approach for Automatic Segmentation of Dental Images.

Vincent Majanga, Serestina Viriri

Proceedings of the Mining Intelligence and Knowledge Exploration, 2019

Skeletal Age Estimation from Hand Radiographs Using Transfer Learning.

Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Mining Intelligence and Knowledge Exploration, 2019

Deep Residual Learning for Human Identification Based on Facial Landmarks.

Abdelgader Abdelwhab Abdelgader, Serestina Viriri

Proceedings of the Advances in Computational Intelligence, 2019

Skin Lesion Segmentation Based on Region-Edge Markov Random Field.

Omran Salih, Serestina Viriri, Adekanmi Adegun

Proceedings of the Advances in Visual Computing, 2019

Age Group and Gender Classification of Unconstrained Faces.

Olatunbosun Agbo-Ajala, Serestina Viriri

Proceedings of the Advances in Visual Computing, 2019

Local Descriptors Parameter characterization with Fisher vectors for remote sensing images.

Ronald Tombe, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2019

Foresight: Real Time Facial Detection and Recognition Using WebAssembly and Localized Deep Neural Networks.

Prashaan Pillay, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2019

Skin Cancer Detection from Macroscopic Images.

Verosha Pillay, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2019

Efficient Region of Interest Detection for Liver Segmentation using 3D CT Scans.

Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Conference on Information Communications Technology and Society, 2019

Facial Expression Recognition: A Review of Methods, Performances and Limitations.

Olufisayo Ekundayo, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2019

A Review of Local, Holistic and Deep Learning Approaches in Facial Expressions Recognition.

Kennedy Chengeta, Serestina Viriri

Proceedings of the Conference on Information Communications Technology and Society, 2019

Deep Learning Using Bayesian Optimization for Facial Age Estimation.

Marwa Ahmed, Serestina Viriri

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Deep Learning Model for Skin Lesion Segmentation: Fully Convolutional Network.

Adekanmi Adegun, Serestina Viriri

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Fusion of LBP and Hu-Moments with Fisher Vectors in Remote Sensing Imagery.

Ronald Tombe, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Component-Based Gender Identification Using Local Binary Patterns.

Salma M. Osman, Nahla Noor, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Exploring the Impact of Purity Gap Gain on the Efficiency and Effectiveness of Random Forest Feature Selection.

Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Image Preprocessing Techniques for Facial Expression Recognition with Canny and Kirsch Edge Detectors.

Kennedy Chengeta, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Age Estimation of Real-Time Faces Using Convolutional Neural Network.

Olatunbosun Agbo-Ajala, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

Fully Convolutional Encoder-Decoder Architecture (FCEDA) for Skin Lesions Segmentation.

Adekanmi Adegun, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

An Enhanced Deep Learning Framework for Skin Lesions Segmentation.

Adekanmi Adegun, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019

OntoMetrics Evaluation of Quality of e-Government Ontologies.

Jean Vincent Fonou Dombeu, Serestina Viriri

Proceedings of the Electronic Government and the Information Systems Perspective, 2019

2018

Automatic lung segmentation based on Graph Cut using a distance-constrained energy.

Oluwakorede M. Oluyide, Jules-Raymond Tapamo, Serestina Viriri

IET Comput. Vis., 2018

Skin Lesion Segmentation Using Enhanced Unified Markov Random Field.

Omran Salih, Serestina Viriri

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

Skin Lesion Images Segmentation: A Survey of the State-of-the-Art.

Adegun Adekanmi Adeyinka, Serestina Viriri

Proceedings of the Mining Intelligence and Knowledge Exploration, 2018

CRank: A Novel Framework for Ranking Semantic Web Ontologies.

Jean Vincent Fonou Dombeu, Serestina Viriri

Proceedings of the Model and Data Engineering - 8th International Conference, 2018

Skin Cancer Segmentation Using a Unified Markov Random Field.

Omran Salih, Serestina Viriri

Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Gender Classification Based on Facial Shape and Texture Features.

Mayibongwe H. Bayana, Serestina Viriri, Raphael Angulu

Proceedings of the Advances in Visual Computing - 13th International Symposium, 2018

Face verification across age progression: A survey of the state-of-the-art.

Areeg M. Osman, Serestina Viriri

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

Gender identification from facial images using global features.

Salma Mohamed, Nahla Nour, Serestina Viriri

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

Online signature verification using hybrid transform features.

Andile M. Miaba, Mandlenkosi Victor Gwetu, Serestina Viriri

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

Efficient 3D liver segmentation using enhanced image alignment.

Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

Invariant feature extraction for facial recognition: A survey of the state-of-the-art.

Adam Hassan, Serestina Viriri

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

A survey on facial recognition based on local directional and local binary patterns.

Kennedy Chengeta, Serestina Viriri

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

Gender classification based on fusion of facial components features.

Mayibongwe H. Bayana, Serestina Viriri

Proceedings of the 2018 Conference on Information Communications Technology and Society (ICTAS), 2018

Unsupervised Caries Detection in Non-standardized Periapical Dental X-Rays.

Darren Osterloh, Serestina Viriri

Proceedings of the Computer Vision and Graphics - International Conference, 2018

Weather Characterization from Outdoor Scene Images.

Jenade Moodley, Serestina Viriri

Proceedings of the Computer Vision and Graphics - International Conference, 2018

Purity and Out of Bag Confidence Metrics for Random Forest Weighting.

Mandlenkosi Victor Gwetu, Serestina Viriri, Jules-Raymond Tapamo

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Facial Expression Recognition: A Survey on Local Binary and Local Directional Patterns.

Kennedy Chengeta, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

Predictive Memetic Algorithm (PMA) for Combinatorial Optimization in Dynamic Environments.

Stephen M. Akandwanaho, Serestina Viriri

Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control.

Chukwuka G. Monyei, Serestina Viriri

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

Facial Expression Recognition using Local Directional Pattern variants and Deep Learning.

Kennedy Chengeta, Serestina Viriri

Proceedings of the 2018 International Conference on Algorithms, 2018

2017

Mammogram content-based image retrieval based on malignancy classification.

Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo

Intell. Data Anal., 2017

Selecting Salient Features from Facial Components for Face Recognition.

Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Image and Video Technology, 2017

A Spy Search Mechanism (SSM) for Memetic Algorithm (MA) in Dynamic Environments.

Stephen M. Akandwanaho, Serestina Viriri

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

A distance-based approach to modelling reference signature for verification.

A. S. P. Mlaba, Mandlenkosi Victor Gwetu, Serestina Viriri

Proceedings of the 2017 Conference on Information Communication Technology and Society (ICTAS), 2017

Hybrid component-based face recognition.

Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the 2017 Conference on Information Communication Technology and Society (ICTAS), 2017

Enhanced Hybrid Component-Based Face Recognition.

Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu

Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017

2016

Increasing Face Recognition Rates Using Novel Classification Algorithms.

Serestina Viriri, Brett Lagerwall

Int. J. Comput. Commun. Control, 2016

Unsupervised Caries Detection in Non-standardized Bitewing Dental X-Rays.

Darren Osterloh, Serestina Viriri

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Leaf Classification Using Convexity Moments of Polygons.

Jules R. Kala, Serestina Viriri, Deshendran Moodley

Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Leaf Classification Using Convexity Measure of Polygons.

Jules Raymond Kala, Serestina Viriri, Deshendran Moodley, Jules-Raymond Tapamo

Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Component-Based Ethnicity Identification from Facial Images.

A. Boyseens, Serestina Viriri

Proceedings of the Computer Vision and Graphics - International Conference, 2016

2015

Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on GLCM-Energy Information.

Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo

Comput. Math. Methods Medicine, 2015

Comparative Study of Retinal Vessel Segmentation Based on Global Thresholding Techniques.

Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo

Comput. Math. Methods Medicine, 2015

Sinuosity Coefficients for Leaf Shape Characterisation.

Jules R. Kala, Serestina Viriri, Deshendran Moodley

Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015

Retinal vessel segmentation based on phase congruence and GLCM sum-entropy.

Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo

Proceedings of the IEEE International Conference on Industrial Technology, 2015

Characterization of Medical Images Using Edge Density and Local Directional Pattern (LDP).

Serestina Viriri

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Hybrid Age Estimation Using Facial Images.

Simon Reade, Serestina Viriri

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2014

Segmentation of retinal blood vessels using normalized Gabor filters and automatic thresholding.

Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri

South Afr. Comput. J., 2014

Handwritten Signature Verification Based on Enhanced Direction and Grid Features.

Serestina Viriri

Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014

A New Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on Local Homogeneity Information.

Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo

Proceedings of the Image and Signal Processing - 6th International Conference, 2014

2013

Offline signature verification using locally optimized distance-based classification.

Yaseen Moolla, Serestina Viriri, Fulufhelo V. Nelwamondo, Jules-Raymond Tapamo

South Afr. Comput. J., 2013

Combining Feature Methods for Content-Based Classification of Mammogram Images.

Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo

Int. J. Comput. Commun. Control, 2013

Robust real-time face recognition.

Brett Lagerwall, Serestina Viriri

Proceedings of the 2013 South African Institute for Computer Scientists and Information Technologists, 2013

2012

Integrating Iris and Signature Traits for Personal Authentication Using User-SpecificWeighting.

Serestina Viriri, Jules-Raymond Tapamo

Sensors, 2012

Local directional pattern based signature verification using weighted fractional distance classification.

Yaseen Moolla, Serestina Viriri, Jules-Raymond Tapamo, Fulufhelo V. Nelwamondo

Proceedings of the 2012 South African Institute of Computer Scientists and Information Technologists Conference, 2012

2009

Improving Iris-Based Personal Identification Using Maximum Rectangular Region Detection.

Serestina Viriri, Jules-Raymond Tapamo

Proceedings of the 2009 International Conference on Digital Image Processing, 2009

Signature Verification Based on Handwritten Text Recognition.

Serestina Viriri, Jules-Raymond Tapamo

Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009

2003

Dynamic Caching Design Proto-Pattern for J2EE Web Component Development.

Serestina Viriri

J. Object Technol., 2003