Serestina Viriri

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 134

Top Venues

Publications

Fiza Saeed Malik, Muhammad Haroon Yousaf, Hassan Ahmed Sial, Serestina Viriri
Exploring dermoscopic structures for melanoma lesions' classification. Frontiers Big Data 7 (2024)
Wilson Bakasa, Serestina Viriri
Light Gradient-Boosting Machine Edge Detection With Cropping Layer for Semantic Segmentation of Pancreas. Adv. Artif. Intell. Mach. Learn. 3 (3) (2023)
Emmanuel Oluwatobi Asani, Yomi Phineas Osadeyi, Adekanmi Adeyinka Adegun, Serestina Viriri, Joyce Ayoola, Ebenezer Ayorinde Kolawole
mPD-APP: a mobile-enabled plant diseases diagnosis application using convolutional neural network toward the attainment of a food secure world. Frontiers Artif. Intell. 6 (2023)
Samson Akinpelu, Serestina Viriri, Adekanmi Adegun
Lightweight Deep Learning Framework for Speech Emotion Recognition. IEEE Access 11 (2023)
Aimee Booysens, Serestina Viriri
Transformation Network Model for Ear Recognition. MLN (2023)
Adekanmi Adeyinka Adegun, Jean Vincent Fonou Dombeu, Serestina Viriri, John Odindi
State-of-the-Art Deep Learning Methods for Objects Detection in Remote Sensing Satellite Images. Sensors 23 (13) (2023)
Wilson Bakasa, Serestina Viriri
VGG16 Feature Extractor with Extreme Gradient Boost Classifier for Pancreas Cancer Prediction. J. Imaging 9 (7) (2023)
Stewart Muchuchuti, Serestina Viriri
Retinal Disease Detection Using Deep Learning Techniques: A Comprehensive Review. J. Imaging 9 (4) (2023)
Wilson Bakasa, Serestina Viriri
Intelligent Automated Pancreas Segmentation Using U-Net Model Variants. ICCCI (2023)
Olubunmi Omobola Sule, Serestina Viriri
Contrast Enhancement of RGB Retinal Fundus Images for Improved Segmentation of Blood Vessels Using Convolutional Neural Networks. J. Digit. Imaging 36 (2) (2023)
Ali Raza, Muhammad Haroon Yousaf, Sergio A. Velastin, Serestina Viriri
Human Fall Detection from Sequences of Skeleton Features using Vision Transformer. VISIGRAPP (5: VISAPP) (2023)
Stewart Muchuchuti, Serestina Viriri
Retinal Disease Diagnosis with a Hybrid ResNet50-LSTM Deep Learning. ISVC (2) (2023)
Tirivangani Magadza, Serestina Viriri
Efficient nnU-Net for Brain Tumor Segmentation. IEEE Access 11 (2023)
Abubaker Abdelrahman, Serestina Viriri
EfficientNet family U-Net models for deep learning semantic segmentation of kidney tumors on CT images. Frontiers Comput. Sci. 5 (2023)
Wilson Bakasa, Serestina Viriri
Stacked ensemble deep learning for pancreas cancer classification using extreme gradient boosting. Frontiers Artif. Intell. 6 (2023)
Emmanuel Oluwatobi Asani, Yomi Phineas Osadeyi, Adekanmi Adeyinka Adegun, Serestina Viriri, Joyce Ayoola, Ebenezer Ayorinde Kolawole
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. 6 (2023)
Adekanmi Adeyinka Adegun, Serestina Viriri, Jules-Raymond Tapamo
Review of deep learning methods for remote sensing satellite images classification: experimental survey and comparative analysis. J. Big Data 10 (1) (2023)
Tirivangani Magadza, Serestina Viriri
Brain Tumor Segmentation Using Partial Depthwise Separable Convolutions. IEEE Access 10 (2022)
Olatunbosun Agbo-Ajala, Serestina Viriri, Mustapha Oloko-Oba, Olufisayo Ekundayo, Reolyn Heymann
Apparent age prediction from faces: A survey of modern approaches. Frontiers Big Data 5 (2022)
Jane Oruh, Serestina Viriri, Adekanmi Adegun
Long Short-Term Memory Recurrent Neural Network for Automatic Speech Recognition. IEEE Access 10 (2022)
Abubaker Abdelrahman, Serestina Viriri
Kidney Tumor Semantic Segmentation Using Deep Learning: A Survey of State-of-the-Art. J. Imaging 8 (3) (2022)
Samson Akinpelu, Serestina Viriri
A Robust Deep Transfer Learning Model for Accurate Speech Emotion Classification. ISVC (2) (2022)
Ronald Tombe, Fredrick Mzee Awuor, Serestina Viriri
An Architecture for Cognitive Computing in Healthcare. J. Ubiquitous Syst. Pervasive Networks 17 (2) (2022)
Aimee Booysens, Serestina Viriri
Ear Biometrics Using Deep Learning: A Survey. Appl. Comput. Intell. Soft Comput. 2022 (2022)
Olufisayo Ekundayo, Serestina Viriri
Facial Expression Recognition: A Review of Trends and Techniques. IEEE Access 9 (2021)
Shaneer Luchman, Serestina Viriri
Underwater Image Enhancement Using Adaptive Algorithms. IWAIPR (2021)
Vincent Majanga, Serestina Viriri
Dropout Regularization for Automatic Segmented Dental Images. ACIIDS (Companion) (2021)
Vincent Majanga, Serestina Viriri
Dental Images' Segmentation Using Threshold Connected Component Analysis. Comput. Intell. Neurosci. 2021 (2021)
Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu
Skeletal Age Estimation from Hand Radiographs Using Ensemble Deep Learning. MCPR (2021)
Adekanmi Adegun, Serestina Viriri
Deep learning techniques for skin lesion analysis and melanoma cancer detection: a survey of state-of-the-art. Artif. Intell. Rev. 54 (2) (2021)
Nisreen AbdAllah, Serestina Viriri
Off-Line Arabic Handwritten Words Segmentation using Morphological Operators. CoRR (2021)
Yashay Rampershad, Serestina Viriri, Mandlenkosi Victor Gwetu
Automatic Baggage Threat Detection Using Deep Attention Networks. SACAIR (2021)
Mustapha Oloko-Oba, Serestina Viriri
Ensemble of EfficientNets for the Diagnosis of Tuberculosis. Comput. Intell. Neurosci. 2021 (2021)
Olufisayo Ekundayo, Serestina Viriri
Multilabel convolution neural network for facial expression recognition and ordinal intensity estimation. PeerJ Comput. Sci. 7 (2021)
Mustapha Oloko-Oba, Serestina Viriri
Ensemble of Convolution Neural Networks for Automatic Tuberculosis Classification. ICCCI (2021)
Sahil Lawton, Serestina Viriri
Detection of COVID-19 from CT Lung Scans Using Transfer Learning. Comput. Intell. Neurosci. 2021 (2021)
Ronald Tombe, Serestina Viriri
Adaptive Deep Co-Occurrence Feature Learning Based on Classifier-Fusion for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Tirivangani Magadza, Serestina Viriri
Deep Learning for Brain Tumor Segmentation: A Survey of State-of-the-Art. J. Imaging 7 (2) (2021)
Adekanmi Adeyinka Adegun, Serestina Viriri, Roseline Oluwaseun Ogundokun
Deep Learning Approach for Medical Image Analysis. Comput. Intell. Neurosci. 2021 (2021)
Olubunmi Sule, Serestina Viriri, Mandlenkosi Victor Gwetu
Contrast Enhancement in Deep Convolutional Neural Networks for Segmentation of Retinal Blood Vessels. ACIIDS (Companion) (2021)
Chanaleä Munien, Serestina Viriri
Classification of Hematoxylin and Eosin-Stained Breast Cancer Histology Microscopy Images Using Transfer Learning with EfficientNets. Comput. Intell. Neurosci. 2021 (2021)
Idowu Aruleba, Serestina Viriri
Deep Learning for Age Estimation Using EfficientNet. IWANN (1) (2021)
Jane Oruh, Serestina Viriri
Deep Learning with Optimization Techniques for the Classification of Spoken English Digit. ICCCI (2021)
Yusra Khalid Bhatti, Afshan Jamil, Nudrat Nida, Muhammad Haroon Yousaf, Serestina Viriri, Sergio A. Velastin
Facial Expression Recognition of Instructor Using Deep Features and Extreme Learning Machine. Comput. Intell. Neurosci. 2021 (2021)
Ronald Tombe, Serestina Viriri
Towards Exploiting Convolutional Features for Remote Sensing Images Scene Classification. ACIIDS (Companion) (2021)
Olatunbosun Agbo-Ajala, Serestina Viriri
Deep learning approach for facial age classification: a survey of the state-of-the-art. Artif. Intell. Rev. 54 (1) (2021)
Idowu Aruleba, Serestina Viriri
Enhanced Convolutional Neural Network for Age Estimation. IWANN (1) (2021)
Jane Oruh, Serestina Viriri
Long Short-Term Memory Recurrent Neural Network for Automatic Recognition of Spoken English Digits. MIKE (2021)
Olufisayo Ekundayo, Serestina Viriri
Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach. ISVC (2) (2020)
Adekanmi Adegun, Serestina Viriri
Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation. ACIVS (2020)
Adekanmi Adegun, Serestina Viriri
Deep Learning-Based System for Automatic Melanoma Detection. IEEE Access 8 (2020)
Omran Salih, Serestina Viriri
Skin Lesion Segmentation Using Stochastic Region-Merging and Pixel-Based Markov Random Field. Symmetry 12 (8) (2020)
Absalom E. Ezugwu, Olawale J. Adeleke, Andronicus Ayobami Akinyelu, Serestina Viriri
A conceptual comparison of several metaheuristic algorithms on continuous optimisation problems. Neural Comput. Appl. 32 (10) (2020)
Abigail Singh, Serestina Viriri
Online Signature Verification using Deep Descriptors. ICTAS (2020)
Olatunbosun Agbo-Ajala, Serestina Viriri
A Lightweight Convolutional Neural Network for Real and Apparent Age Estimation in Unconstrained Face Images. IEEE Access 8 (2020)
Salma M. Osman, Serestina Viriri
Dynamic Local Ternary Patterns for Gender Identification Using Facial Components. ICCVG (2020)
Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu
Melanoma Skin Cancer Classification Using Transfer Learning. ICCCI (CCIS Volume) (2020)
Mustapha Oloko-Oba, Serestina Viriri
Tuberculosis Abnormality Detection in Chest X-Rays: A Deep Learning Approach. ICCVG (2020)
Mustapha Oloko-Oba, Serestina Viriri
Diagnosing Tuberculosis Using Deep Convolutional Neural Network. ICISP (2020)
Ronald Tombe, Serestina Viriri
Remote Sensing Scene Classification Based on Effective Feature Learning by Deep Residual Networks. MLN (2020)
Mustapha Oloko-Oba, Serestina Viriri
Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis. ISVC (2) (2020)
Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu
Macroscopic Skin Lesion Segmentation Using GrabCut. ICCCI (2020)
Aimee Booysens, Serestina Viriri
Exploration of Ear Biometrics with Deep Learning. ICCVG (2020)
Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response. ICCCI (2020)
Fiza Murtaza, Umber Saba, Muhammad Haroon Yousaf, Serestina Viriri
Plant Species Identification using Discriminant Bag of Words (DBoW). VISIGRAPP (5: VISAPP) (2020)
Adekanmi Adeyinka Adegun, Serestina Viriri
FCN-Based DenseNet Framework for Automated Detection and Classification of Skin Lesions in Dermoscopy Images. IEEE Access 8 (2020)
Ronald Tombe, Serestina Viriri, Jean Vincent Fonou Dombeu
Scene Classification of Remote Sensing Images Based on ConvNet Features and Multi-grained Forest. ISVC (1) (2020)
Olubunmi Sule, Serestina Viriri
Enhanced Convolutional Neural Networks for Segmentation of Retinal Blood Vessel Image. ICTAS (2020)
Zolo Kiala, Onisimo Mutanga, John Odindi, Serestina Viriri, Mbulisi Sibanda
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. 13 (2020)
Jane Oruh, Serestina Viriri
Spectral Analysis for Automatic Speech Recognition and Enhancement. MLN (2020)
Salma M. Osman, Nahla Noor, Serestina Viriri
Component-Based Gender Identification Using Local Binary Patterns. ICCCI (1) (2019)
Divyan Hirasen, Verosha Pillay, Serestina Viriri, Mandlenkosi Victor Gwetu
Skeletal Age Estimation from Hand Radiographs Using Transfer Learning. MIKE (2019)
Prashaan Pillay, Serestina Viriri
Foresight: Real Time Facial Detection and Recognition Using WebAssembly and Localized Deep Neural Networks. ICTAS (2019)
Olatunbosun Agbo-Ajala, Serestina Viriri
Age Group and Gender Classification of Unconstrained Faces. ISVC (1) (2019)
Abdelgader Abdelwhab Abdelgader, Serestina Viriri
Deep Residual Learning for Human Identification Based on Facial Landmarks. IWANN (2) (2019)
Omran Salih, Serestina Viriri, Adekanmi Adegun
Skin Lesion Segmentation Based on Region-Edge Markov Random Field. ISVC (2) (2019)
Olatunbosun Agbo-Ajala, Serestina Viriri
Face-Based Age and Gender Classification Using Deep Learning Model. PSIVT Workshops (2019)
Adekanmi Adegun, Serestina Viriri
Deep Learning Model for Skin Lesion Segmentation: Fully Convolutional Network. ICIAR (2) (2019)
Olufisayo Ekundayo, Serestina Viriri
Deep Forest Approach for Facial Expression Recognition. PSIVT Workshops (2019)
Nahla Nour, Serestina Viriri
Facial Expression Recognition Using Directional Gradient Local Ternary Patterns. MIWAI (2019)
Kennedy Chengeta, Serestina Viriri
A Review of Local, Holistic and Deep Learning Approaches in Facial Expressions Recognition. ICTAS (2019)
Stephen M. Akandwanaho, Serestina Viriri
A spy search mechanism for memetic algorithm in dynamic environments. Appl. Soft Comput. 75 (2019)
Ronald Tombe, Serestina Viriri
Fusion of LBP and Hu-Moments with Fisher Vectors in Remote Sensing Imagery. ICCCI (1) (2019)
Verosha Pillay, Serestina Viriri
Skin Cancer Detection from Macroscopic Images. ICTAS (2019)
Marwa Ahmed, Serestina Viriri
Deep Learning Using Bayesian Optimization for Facial Age Estimation. ICIAR (2) (2019)
Olatunbosun Agbo-Ajala, Serestina Viriri
Age Estimation of Real-Time Faces Using Convolutional Neural Network. ICCCI (1) (2019)
Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu
Efficient Region of Interest Detection for Liver Segmentation using 3D CT Scans. ICTAS (2019)
Omran Salih, Serestina Viriri
Skin Lesion Segmentation Techniques Based on Markov Random Field. MIKE (2019)
Ronald Tombe, Serestina Viriri
Local Descriptors Parameter characterization with Fisher vectors for remote sensing images. ICTAS (2019)
Adekanmi Adegun, Serestina Viriri
An Enhanced Deep Learning Framework for Skin Lesions Segmentation. ICCCI (1) (2019)
Adekanmi Adegun, Serestina Viriri
Fully Convolutional Encoder-Decoder Architecture (FCEDA) for Skin Lesions Segmentation. ICCCI (1) (2019)
Olufisayo Ekundayo, Serestina Viriri
Facial Expression Recognition: A Review of Methods, Performances and Limitations. ICTAS (2019)
Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
Exploring the Impact of Purity Gap Gain on the Efficiency and Effectiveness of Random Forest Feature Selection. ICCCI (1) (2019)
Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri
Random Forests with a Steepend Gini-Index Split Function and Feature Coherence Injection. MLN (2019)
Jean Vincent Fonou Dombeu, Serestina Viriri
OntoMetrics Evaluation of Quality of e-Government Ontologies. EGOVIS (2019)
Kennedy Chengeta, Serestina Viriri
Image Preprocessing Techniques for Facial Expression Recognition with Canny and Kirsch Edge Detectors. ICCCI (2) (2019)
Vincent Majanga, Serestina Viriri
A Deep Learning Approach for Automatic Segmentation of Dental Images. MIKE (2019)
Omran Salih, Serestina Viriri
Skin Lesion Segmentation Using Enhanced Unified Markov Random Field. MIKE (2018)
Kennedy Chengeta, Serestina Viriri
Facial Expression Recognition: A Survey on Local Binary and Local Directional Patterns. ICCCI (1) (2018)
Andile M. Miaba, Mandlenkosi Victor Gwetu, Serestina Viriri
Online signature verification using hybrid transform features. ICTAS (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Serestina Viriri