Serestina Viriri

167 papers B 6C 4Misc 9Journal 61Unranked 85

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Editorial: Soft computing and machine learning applications for healthcare systems. Frontiers Artif. Intell. Ayodele Ariyo Adebiyi, Olawande J. Daramola, Serestina Viriri, Emmanuel Adetiba
2026	J	`jnl`	Using domain adaptation and transfer learning techniques to enhance performance across multiple datasets in COVID-19 detection. Frontiers Comput. Sci. Vengai Musanga, Colin Chibaya, Serestina Viriri
2025	J	`jnl`	A Framework for Integrating Deep Learning and Symbolic AI Towards an Explainable Hybrid Model for the Detection of COVID-19 Using Computerized Tomography Scans. Inf. Vengai Musanga, Serestina Viriri, Colin Chibaya
2025	J	`jnl`	A Systematic Review of CNN Architectures, Databases, Performance Metrics, and Applications in Face Recognition. Inf. Andisani Nemavhola, Colin Chibaya, Serestina Viriri
2025	J	`jnl`	A benchmark dataset and methodology for fine grained vehicle make and model classification. Frontiers Comput. Sci. Sobia Hayee, Fawad Hussain, Muhammad Haroon Yousaf, Muhammad Yasir, Shahzor Ahmad, Serestina Viriri
2025	—	`ed.`	Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine - First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings AIPAD/PILM@MICCAI Federica Proietto Salanitri, Serestina Viriri, Ulas Bagci, Pallavi Tiwari, Boqing Gong, Concetto Spampinato, Simone Palazzo, Giovanni Bellitto, Nancy Zlatintsi, Panagiotis Paraskevas Filntisis, Cecilia S. Lee, Aaron Y. Lee
2025	J	`jnl`	Deep Learning Techniques for Prostate Cancer Analysis and Detection: Survey of the State of the Art. J. Imaging Olushola Olawuyi, Serestina Viriri
2025	—	`conf`	Deep Learning-Based Infant Brain Tissue Segmentation Using Attention-Gated U-Net. ISVC (2) Sandile Thamie Mhlanga, Serestina Viriri
2025	—	`conf`	Detection of Colloidal Defects in Robotic Gluing for Complex Power Battery Areas. ROBIO Gui-Zhou Chang, Fengyuan Xie, Xu-Bin Lin, Hongmin Wu, Serestina Viriri, Xuefeng Zhou, Zhao-Yang Liao
2025	J	`jnl`	Graph Neural Networks in Medical Imaging: Methods, Applications and Future Directions. Inf. Ibomoiye Domor Mienye, Serestina Viriri
2025	J	`jnl`	Human fall detection using pose estimation: From traditional machine learning to vision transformers. Eng. Appl. Artif. Intell. Ali Raza, Muhammad Haroon Yousaf, Waqar Ahmad, Sergio A. Velastin, Serestina Viriri
2025	—	`conf`	Learning Acceleration-Constrained Motion Skill and Variable Impedance for Visual Gaspability-Driven Robotic Flexible Cable Disassembly. ROBIO Jiangming Zhang, Xueqian Zhai, Junyang Wang, Shaohua Kong, Wu Yan, Xubin Lin, Serestina Viriri, Zhaoyang Liao, Xuefeng Zhou, Guangguang Yang, Hongmin Wu
2025	—	`conf`	Learning Globally Stable Bimanual Coordination Primitives via Chebyshev-Expanded Bayesian Models for EV Battery Disassembly. ROBIO Shaohua Kong, Junyang Wang, Jiangming Zhang, Wu Yan, Serestina Viriri, Xuefeng Zhou, Donglin Wang, Zhaoyang Liao, Hongmin Wu
2025	J	`jnl`	Lung tumor segmentation: a review of the state of the art. Frontiers Comput. Sci. Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2025	—	`conf`	RNN-Based Force-Orientation Compliant Control Framework for Redundant Manipulators on Unknown Surfaces. ROBIO Yuming Li, Zhihao Xu, FuYong Zhang, Zhaoyang Liao, Xuefeng Zhou, Delong Zhao, Zhenyong Chen, Xiaojing Lv, Yangmin Ou, Serestina Viriri, G.-G. Yang, Donglin Wang
2025	J	`jnl`	SwinTSER: An Improved Bilingual Speech Emotion Recognition Using Shift Window Transformer. Cogn. Comput. Samson Akinpelu, Serestina Viriri, Muhammad Haroon Yousaf
2024	J	`jnl`	Automated classification of remote sensing satellite images using deep learning based vision transformer. Appl. Intell. Adekanmi Adegun, Serestina Viriri, Jules-Raymond Tapamo
2024	—	`conf`	Bi-Feature Selection Deep Learning-Based Techniques for Speech Emotion Recognition. ISVC (1) Samson Akinpelu, Serestina Viriri
2024	J	`jnl`	Deep Learning Framework for Speech Emotion Classification: A Survey of the State-of-the-Art. IEEE Access Samson Akinpelu, Serestina Viriri
2024	—	`conf`	Efficient Lung Segmentation for Tumour Detection. ISVC (1) Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2024	J	`jnl`	Exploring dermoscopic structures for melanoma lesions' classification. Frontiers Big Data Fiza Saeed Malik, Muhammad Haroon Yousaf, Hassan Ahmed Sial, Serestina Viriri
2024	—	`conf`	Hybrid Deep Learning Model for Pancreatic Cancer Image Segmentation. AIPAD/PILM@MICCAI Wilson Bakasa, Clopas Kwenda, Serestina Viriri
2023	J	`jnl`	Contrast Enhancement of RGB Retinal Fundus Images for Improved Segmentation of Blood Vessels Using Convolutional Neural Networks. J. Digit. Imaging Olubunmi Omobola Sule, Serestina Viriri
2023	J	`jnl`	Corrigendum: mPD-APP: a mobile-enabled plant diseases diagnosis application using convolutional neural network toward the attainment of a food secure world. Frontiers Artif. Intell. Emmanuel Oluwatobi Asani, Yomi Phineas Osadeyi, Adekanmi Adeyinka Adegun, Serestina Viriri, Joyce Ayoola, Ebenezer Ayorinde Kolawole
2023	J	`jnl`	Efficient nnU-Net for Brain Tumor Segmentation. IEEE Access Tirivangani Magadza, Serestina Viriri
2023	J	`jnl`	EfficientNet family U-Net models for deep learning semantic segmentation of kidney tumors on CT images. Frontiers Comput. Sci. Abubaker Abdelrahman, Serestina Viriri
2023	—	`conf`	Human Fall Detection from Sequences of Skeleton Features using Vision Transformer. VISIGRAPP (5: VISAPP) Ali Raza, Muhammad Haroon Yousaf, Sergio A. Velastin, Serestina Viriri
2023	B	`conf`	Intelligent Automated Pancreas Segmentation Using U-Net Model Variants. ICCCI Wilson Bakasa, Serestina Viriri
2023	J	`jnl`	Light Gradient-Boosting Machine Edge Detection With Cropping Layer for Semantic Segmentation of Pancreas. Adv. Artif. Intell. Mach. Learn. Wilson Bakasa, Serestina Viriri
2023	J	`jnl`	Lightweight Deep Learning Framework for Speech Emotion Recognition. IEEE Access Samson Akinpelu, Serestina Viriri, Adekanmi Adegun
2023	J	`jnl`	Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review. J. Imaging Stewart Muchuchuti, Serestina Viriri
2023	—	`conf`	Retinal Disease Diagnosis with a Hybrid ResNet50-LSTM Deep Learning. ISVC (2) Stewart Muchuchuti, Serestina Viriri
2023	J	`jnl`	Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis. J. Big Data Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo
2023	J	`jnl`	Stacked ensemble deep learning for pancreas cancer classification using extreme gradient boosting. Frontiers Artif. Intell. Wilson Bakasa, Serestina Viriri
2023	J	`jnl`	State-of-the-Art Deep Learning Methods for Objects Detection in Remote Sensing Satellite Images. Sensors Adekanmi Adeyinka Adegun, Jean Vincent Fonou Dombeu, Serestina Viriri, John Odindi
2023	—	`conf`	Transformation Network Model for Ear Recognition. MLN Aimee Booysens, Serestina Viriri
2023	J	`jnl`	VGG16 Feature Extractor with Extreme Gradient Boost Classifier for Pancreas Cancer Prediction. J. Imaging Wilson Bakasa, Serestina Viriri
2023	J	`jnl`	mPD-APP: a mobile-enabled plant diseases diagnosis application using convolutional neural network toward the attainment of a food secure world. Frontiers Artif. Intell. Emmanuel Oluwatobi Asani, Yomi Phineas Osadeyi, Adekanmi Adeyinka Adegun, Serestina Viriri, Joyce Ayoola, Ebenezer Ayorinde Kolawole
2022	—	`conf`	A Robust Deep Transfer Learning Model for Accurate Speech Emotion Classification. ISVC (2) Samson Akinpelu, Serestina Viriri
2022	J	`jnl`	An Architecture for Cognitive Computing in Healthcare. J. Ubiquitous Syst. Pervasive Networks Ronald Tombe, Fredrick Mzee Awuor, Serestina Viriri
2022	J	`jnl`	Apparent age prediction from faces: A survey of modern approaches. Frontiers Big Data Olatunbosun Agbo-Ajala, Serestina Viriri, Mustapha Oloko-Oba, Olufisayo Ekundayo, Reolyn Heymann
2022	—	`ed.`	Artificial Intelligence Research - Second Southern African Conference, SACAIR 2021, Durban, South Africa, December 6-10, 2021, Proceedings SACAIR Edgar Jembere, Aurona J. Gerber, Serestina Viriri, Anban W. Pillay
2022	J	`jnl`	Brain Tumor Segmentation Using Partial Depthwise Separable Convolutions. IEEE Access Tirivangani Magadza, Serestina Viriri
2022	J	`jnl`	Ear Biometrics Using Deep Learning: A Survey. Appl. Comput. Intell. Soft Comput. Aimee Booysens, Serestina Viriri
2022	J	`jnl`	Kidney Tumor Semantic Segmentation Using Deep Learning: A Survey of State-of-the-Art. J. Imaging Abubaker Abdelrahman, Serestina Viriri
2022	J	`jnl`	Long Short-Term Memory Recurrent Neural Network for Automatic Speech Recognition. IEEE Access Jane Oruh, Serestina Viriri, Adekanmi Adegun
2021	J	`jnl`	Adaptive Deep Co-Occurrence Feature Learning Based on Classifier-Fusion for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Ronald Tombe, Serestina Viriri
2021	—	`conf`	Automatic Baggage Threat Detection Using Deep Attention Networks. SACAIR Yashay Rampershad, Serestina Viriri, Mandlenkosi Victor Gwetu
2021	J	`jnl`	Classification of Hematoxylin and Eosin-Stained Breast Cancer Histology Microscopy Images Using Transfer Learning with EfficientNets. Comput. Intell. Neurosci. Chanaleä Munien, Serestina Viriri
2021	—	`conf`	Contrast Enhancement in Deep Convolutional Neural Networks for Segmentation of Retinal Blood Vessels. ACIIDS (Companion) Olubunmi Omobola Sule, Serestina Viriri, Mandlenkosi Victor Gwetu
2021	J	`jnl`	Deep Learning Approach for Medical Image Analysis. Comput. Intell. Neurosci. Adekanmi Adeyinka Adegun, Serestina Viriri, Roseline Oluwaseun Ogundokun
2021	—	`conf`	Deep Learning for Age Estimation Using EfficientNet. IWANN (1) Idowu Aruleba, Serestina Viriri
2021	J	`jnl`	Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art. J. Imaging Tirivangani Magadza, Serestina Viriri
2021	B	`conf`	Deep Learning with Optimization Techniques for the Classification of Spoken English Digit. ICCCI Jane Oruh, Serestina Viriri
2021	J	`jnl`	Deep learning approach for facial age classification: a survey of the state-of-the-art. Artif. Intell. Rev. Olatunbosun Agbo-Ajala, Serestina Viriri
2021	J	`jnl`	Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art. Artif. Intell. Rev. Adekanmi Adegun, Serestina Viriri
2021	J	`jnl`	Dental Images' Segmentation Using Threshold Connected Component Analysis. Comput. Intell. Neurosci. Vincent Majanga, Serestina Viriri
2021	J	`jnl`	Detection of COVID-19 from CT Lung Scans Using Transfer Learning. Comput. Intell. Neurosci. Sahil Lawton, Serestina Viriri
2021	—	`conf`	Dropout Regularization for Automatic Segmented Dental Images. ACIIDS (Companion) Vincent Majanga, Serestina Viriri
2021	—	`conf`	Enhanced Convolutional Neural Network for Age Estimation. IWANN (1) Idowu Aruleba, Serestina Viriri
2021	B	`conf`	Ensemble of Convolution Neural Networks for Automatic Tuberculosis Classification. ICCCI Mustapha Oloko-Oba, Serestina Viriri
2021	J	`jnl`	Ensemble of EfficientNets for the Diagnosis of Tuberculosis. Comput. Intell. Neurosci. Mustapha Oloko-Oba, Serestina Viriri
2021	J	`jnl`	Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine. Comput. Intell. Neurosci. Yusra Khalid Bhatti, Afshan Jamil, Nudrat Nida, Muhammad Haroon Yousaf, Serestina Viriri, Sergio A. Velastin
2021	J	`jnl`	Facial Expression Recognition: A Review of Trends and Techniques. IEEE Access Olufisayo Ekundayo, Serestina Viriri
2021	—	`conf`	Long Short-Term Memory Recurrent Neural Network for Automatic Recognition of Spoken English Digits. MIKE Jane Oruh, Serestina Viriri
2021	J	`jnl`	Multilabel convolution neural network for facial expression recognition and ordinal intensity estimation. PeerJ Comput. Sci. Olufisayo Ekundayo, Serestina Viriri
2021	J	`jnl`	Off-Line Arabic Handwritten Words Segmentation using Morphological Operators. CoRR Nisreen AbdAllah, Serestina Viriri
2021	—	`conf`	Skeletal Age Estimation from Hand Radiographs Using Ensemble Deep Learning. MCPR Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu
2021	—	`conf`	Towards Exploiting Convolutional Features for Remote Sensing Images Scene Classification. ACIIDS (Companion) Ronald Tombe, Serestina Viriri
2021	—	`conf`	Underwater Image Enhancement Using Adaptive Algorithms. IWAIPR Shaneer Luchman, Serestina Viriri
2020	J	`jnl`	A Hybrid Feature Method for Handling Redundant Features in a Sentinel-2 Multidate Image for Mapping Parthenium Weed. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zolo Kiala, Onisimo Mutanga, John Odindi, Serestina Viriri, Mbulisi Sibanda
2020	J	`jnl`	A Lightweight Convolutional Neural Network for Real and Apparent Age Estimation in Unconstrained Face Images. IEEE Access Olatunbosun Agbo-Ajala, Serestina Viriri
2020	J	`jnl`	A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems. Neural Comput. Appl. Absalom E. Ezugwu, Olawale Joshua Adeleke, Andronicus Ayobami Akinyelu, Serestina Viriri
2020	B	`conf`	Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation. ACIVS Adekanmi Adegun, Serestina Viriri
2020	J	`jnl`	Deep Learning-Based System for Automatic Melanoma Detection. IEEE Access Adekanmi Adegun, Serestina Viriri
2020	C	`conf`	Diagnosing Tuberculosis Using Deep Convolutional Neural Network. ICISP Mustapha Oloko-Oba, Serestina Viriri
2020	Misc	`conf`	Dynamic Local Ternary Patterns for Gender Identification Using Facial Components. ICCVG Salma M. Osman, Serestina Viriri
2020	—	`conf`	Enhanced Convolutional Neural Networks for Segmentation of Retinal Blood Vessel Image. ICTAS Olubunmi Omobola Sule, Serestina Viriri
2020	Misc	`conf`	Exploration of Ear Biometrics with Deep Learning. ICCVG Aimee Booysens, Serestina Viriri
2020	J	`jnl`	FCN-Based DenseNet Framework for Automated Detection and Classification of Skin Lesions in Dermoscopy Images. IEEE Access Adekanmi Adeyinka Adegun, Serestina Viriri
2020	—	`conf`	Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach. ISVC (2) Olufisayo Ekundayo, Serestina Viriri
2020	B	`conf`	Macroscopic Skin Lesion Segmentation Using GrabCut. ICCCI Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu
2020	—	`conf`	Melanoma Skin Cancer Classification Using Transfer Learning. ICCCI (CCIS Volume) Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu
2020	—	`conf`	Online Signature Verification using Deep Descriptors. ICTAS Abigail Singh, Serestina Viriri
2020	—	`conf`	Plant Species Identification using Discriminant Bag of Words (DBoW). VISIGRAPP (5: VISAPP) Fiza Murtaza, Umber Saba, Muhammad Haroon Yousaf, Serestina Viriri
2020	—	`conf`	Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis. ISVC (2) Mustapha Oloko-Oba, Serestina Viriri
2020	—	`conf`	Remote Sensing Scene Classification Based on Effective Feature Learning by Deep Residual Networks. MLN Ronald Tombe, Serestina Viriri
2020	B	`conf`	Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response. ICCCI Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2020	—	`conf`	Scene Classification of Remote Sensing Images Based on ConvNet Features and Multi-grained Forest. ISVC (1) Ronald Tombe, Serestina Viriri, Jean Vincent Fonou Dombeu
2020	J	`jnl`	Skin Lesion Segmentation Using Stochastic Region-Merging and Pixel-Based Markov Random Field. Symmetry Omran Salih, Serestina Viriri
2020	—	`conf`	Spectral Analysis for Automatic Speech Recognition and Enhancement. MLN Jane Oruh, Serestina Viriri
2020	Misc	`conf`	Tuberculosis Abnormality Detection in Chest X-Rays: A Deep Learning Approach. ICCVG Mustapha Oloko-Oba, Serestina Viriri
2019	—	`conf`	A Deep Learning Approach for Automatic Segmentation of Dental Images. MIKE Vincent Majanga, Serestina Viriri
2019	—	`conf`	A Review of Local, Holistic and Deep Learning Approaches in Facial Expressions Recognition. ICTAS Kennedy Chengeta, Serestina Viriri
2019	J	`jnl`	A spy search mechanism for memetic algorithm in dynamic environments. Appl. Soft Comput. Stephen M. Akandwanaho, Serestina Viriri
2019	—	`conf`	Age Estimation of Real-Time Faces Using Convolutional Neural Network. ICCCI (1) Olatunbosun Agbo-Ajala, Serestina Viriri
2019	—	`conf`	Age Group and Gender Classification of Unconstrained Faces. ISVC (1) Olatunbosun Agbo-Ajala, Serestina Viriri
2019	—	`conf`	An Enhanced Deep Learning Framework for Skin Lesions Segmentation. ICCCI (1) Adekanmi Adegun, Serestina Viriri
2019	—	`conf`	Component-Based Gender Identification Using Local Binary Patterns. ICCCI (1) Salma M. Osman, Nahla Noor, Serestina Viriri
2019	—	`conf`	Deep Forest Approach for Facial Expression Recognition. PSIVT Workshops Olufisayo Ekundayo, Serestina Viriri
2019	—	`conf`	Deep Learning Model for Skin Lesion Segmentation: Fully Convolutional Network. ICIAR (2) Adekanmi Adegun, Serestina Viriri
2019	—	`conf`	Deep Learning Using Bayesian Optimization for Facial Age Estimation. ICIAR (2) Marwa Ahmed, Serestina Viriri
2019	—	`conf`	Deep Residual Learning for Human Identification Based on Facial Landmarks. IWANN (2) Abdelgader Abdelwhab Abdelgader, Serestina Viriri
2019	—	`conf`	Efficient Region of Interest Detection for Liver Segmentation using 3D CT Scans. ICTAS Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2019	—	`conf`	Exploring the Impact of Purity Gap Gain on the Efficiency and Effectiveness of Random Forest Feature Selection. ICCCI (1) Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2019	—	`conf`	Face-Based Age and Gender Classification Using Deep Learning Model. PSIVT Workshops Olatunbosun Agbo-Ajala, Serestina Viriri
2019	—	`conf`	Facial Expression Recognition Using Directional Gradient Local Ternary Patterns. MIWAI Nahla Nour, Serestina Viriri
2019	—	`conf`	Facial Expression Recognition: A Review of Methods, Performances and Limitations. ICTAS Olufisayo Ekundayo, Serestina Viriri
2019	—	`conf`	Foresight: Real Time Facial Detection and Recognition Using WebAssembly and Localized Deep Neural Networks. ICTAS Prashaan Pillay, Serestina Viriri
2019	—	`conf`	Fully Convolutional Encoder-Decoder Architecture (FCEDA) for Skin Lesions Segmentation. ICCCI (1) Adekanmi Adegun, Serestina Viriri
2019	—	`conf`	Fusion of LBP and Hu-Moments with Fisher Vectors in Remote Sensing Imagery. ICCCI (1) Ronald Tombe, Serestina Viriri
2019	—	`conf`	Image Preprocessing Techniques for Facial Expression Recognition with Canny and Kirsch Edge Detectors. ICCCI (2) Kennedy Chengeta, Serestina Viriri
2019	—	`conf`	Local Descriptors Parameter characterization with Fisher vectors for remote sensing images. ICTAS Ronald Tombe, Serestina Viriri
2019	—	`conf`	OntoMetrics Evaluation of Quality of e-Government Ontologies. EGOVIS Jean Vincent Fonou Dombeu, Serestina Viriri
2019	—	`conf`	Random Forests with a Steepend Gini-Index Split Function and Feature Coherence Injection. MLN Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2019	—	`conf`	Skeletal Age Estimation from Hand Radiographs Using Transfer Learning. MIKE Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu
2019	—	`conf`	Skin Cancer Detection from Macroscopic Images. ICTAS Verosha Pillay, Serestina Viriri
2019	—	`conf`	Skin Lesion Segmentation Based on Region-Edge Markov Random Field. ISVC (2) Omran Salih, Serestina Viriri, Adekanmi Adegun
2019	—	`conf`	Skin Lesion Segmentation Techniques Based on Markov Random Field. MIKE Omran Salih, Serestina Viriri
2018	—	`conf`	A survey on facial recognition based on local directional and local binary patterns. ICTAS Kennedy Chengeta, Serestina Viriri
2018	Misc	`conf`	An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control. HAIS Chukwuka G. Monyei, Serestina Viriri
2018	J	`jnl`	Automatic lung segmentation based on Graph Cut using a distance-constrained energy. IET Comput. Vis. Oluwakorede M. Oluyide, Jules-Raymond Tapamo, Serestina Viriri
2018	C	`conf`	CRank: A Novel Framework for Ranking Semantic Web Ontologies. MEDI Jean Vincent Fonou Dombeu, Serestina Viriri
2018	—	`conf`	Efficient 3D liver segmentation using enhanced image alignment. ICTAS Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
2018	—	`conf`	Face verification across age progression: A survey of the state-of-the-art. ICTAS Areeg M. Osman, Serestina Viriri
2018	—	`conf`	Facial Expression Recognition using Local Directional Pattern variants and Deep Learning. ACAI Kennedy Chengeta, Serestina Viriri
2018	—	`conf`	Facial Expression Recognition: A Survey on Local Binary and Local Directional Patterns. ICCCI (1) Kennedy Chengeta, Serestina Viriri
2018	Misc	`conf`	Gender Classification Based on Facial Shape and Texture Features. ISVC Mayibongwe H. Bayana, Serestina Viriri, Raphael Angulu
2018	—	`conf`	Gender classification based on fusion of facial components features. ICTAS Mayibongwe H. Bayana, Serestina Viriri
2018	—	`conf`	Gender identification from facial images using global features. ICTAS Salma Mohamed, Nahla Nour, Serestina Viriri
2018	—	`conf`	Invariant feature extraction for facial recognition: A survey of the state-of-the-art. ICTAS Adam Hassan, Serestina Viriri
2018	—	`conf`	Online signature verification using hybrid transform features. ICTAS Andile M. Miaba, Mandlenkosi Victor Gwetu, Serestina Viriri
2018	—	`conf`	Predictive Memetic Algorithm (PMA) for Combinatorial Optimization in Dynamic Environments. ICCCI (2) Stephen M. Akandwanaho, Serestina Viriri
2018	—	`conf`	Purity and Out of Bag Confidence Metrics for Random Forest Weighting. ICCCI (1) Mandlenkosi Victor Gwetu, Serestina Viriri, Jules-Raymond Tapamo
2018	Misc	`conf`	Skin Cancer Segmentation Using a Unified Markov Random Field. ISVC Omran Salih, Serestina Viriri
2018	—	`conf`	Skin Lesion Images Segmentation: A Survey of the State-of-the-Art. MIKE Adegun Adekanmi Adeyinka, Serestina Viriri
2018	—	`conf`	Skin Lesion Segmentation Using Enhanced Unified Markov Random Field. MIKE Omran Salih, Serestina Viriri
2018	Misc	`conf`	Unsupervised Caries Detection in Non-standardized Periapical Dental X-Rays. ICCVG Darren Osterloh, Serestina Viriri
2018	Misc	`conf`	Weather Characterization from Outdoor Scene Images. ICCVG Jenade Moodley, Serestina Viriri
2017	—	`conf`	A Spy Search Mechanism (SSM) for Memetic Algorithm (MA) in Dynamic Environments. MIWAI Stephen M. Akandwanaho, Serestina Viriri
2017	—	`conf`	A distance-based approach to modelling reference signature for verification. ICTAS A. S. P. Mlaba, Mandlenkosi Victor Gwetu, Serestina Viriri
2017	—	`conf`	Enhanced Hybrid Component-Based Face Recognition. ICCCI (1) Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu
2017	—	`conf`	Hybrid component-based face recognition. ICTAS Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu
2017	J	`jnl`	Mammogram content-based image retrieval based on malignancy classification. Intell. Data Anal. Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo
2017	—	`conf`	Selecting Salient Features from Facial Components for Face Recognition. PSIVT Workshops Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu
2016	Misc	`conf`	Component-Based Ethnicity Identification from Facial Images. ICCVG A. Boyseens, Serestina Viriri
2016	J	`jnl`	Increasing Face Recognition Rates Using Novel Classification Algorithms. Int. J. Comput. Commun. Control Serestina Viriri, Brett Lagerwall
2016	C	`conf`	Leaf Classification Using Convexity Measure of Polygons. ICISP Jules Raymond Kala, Serestina Viriri, Deshendran Moodley, Jules-Raymond Tapamo
2016	—	`conf`	Leaf Classification Using Convexity Moments of Polygons. ISVC (2) Jules R. Kala, Serestina Viriri, Deshendran Moodley
2016	—	`conf`	Unsupervised Caries Detection in Non-standardized Bitewing Dental X-Rays. ISVC (1) Darren Osterloh, Serestina Viriri
2015	J	`jnl`	Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on GLCM-Energy Information. Comput. Math. Methods Medicine Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo
2015	—	`conf`	Characterization of Medical Images Using Edge Density and Local Directional Pattern (LDP). ICIAR Serestina Viriri
2015	J	`jnl`	Comparative Study of Retinal Vessel Segmentation Based on Global Thresholding Techniques. Comput. Math. Methods Medicine Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo
2015	—	`conf`	Hybrid Age Estimation Using Facial Images. ICIAR Simon Reade, Serestina Viriri
2015	—	`conf`	Retinal vessel segmentation based on phase congruence and GLCM sum-entropy. ICIT Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo
2015	—	`conf`	Sinuosity Coefficients for Leaf Shape Characterisation. NaBIC Jules R. Kala, Serestina Viriri, Deshendran Moodley
2014	C	`conf`	A New Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on Local Homogeneity Information. ICISP Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo
2014	—	`conf`	Handwritten Signature Verification Based on Enhanced Direction and Grid Features. ISVC (2) Serestina Viriri
2014	J	`jnl`	Segmentation of retinal blood vessels using normalized Gabor filters and automatic thresholding. South Afr. Comput. J. Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
2013	J	`jnl`	Combining Feature Methods for Content-Based Classification of Mammogram Images. Int. J. Comput. Commun. Control Keith Chikamai, Serestina Viriri, Jules-Raymond Tapamo
2013	J	`jnl`	Offline signature verification using locally optimized distance-based classification. South Afr. Comput. J. Yaseen Moolla, Serestina Viriri, Fulufhelo V. Nelwamondo, Jules-Raymond Tapamo
2013	—	`conf`	Robust real-time face recognition. SAICSIT Brett Lagerwall, Serestina Viriri
2012	J	`jnl`	Integrating Iris and Signature Traits for Personal Authentication Using User-SpecificWeighting. Sensors Serestina Viriri, Jules-Raymond Tapamo
2012	—	`conf`	Local directional pattern based signature verification using weighted fractional distance classification. SAICSIT Yaseen Moolla, Serestina Viriri, Jules-Raymond Tapamo, Fulufhelo V. Nelwamondo
2009	—	`conf`	Improving Iris-Based Personal Identification Using Maximum Rectangular Region Detection. ICDIP Serestina Viriri, Jules-Raymond Tapamo
2009	—	`conf`	Signature Verification Based on Handwritten Text Recognition. FGIT-SIP Serestina Viriri, Jules-Raymond Tapamo
2003	J	`jnl`	Dynamic Caching Design Proto-Pattern for J2EE Web Component Development. J. Object Technol. Serestina Viriri