Mandlenkosi Victor Gwetu

According to our database, Mandlenkosi Victor Gwetu authored at least 25 papers between 2014 and 2024.

Collaborative distances:

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

2024

Computer vision applications for the detection or analysis of tuberculosis using digitised human lung tissue images - a systematic review.

Kapongo D. Lumamba, Gordon Wells, Delon Naicker, Threnesan Naidoo, Adrie J. C. Steyn, Mandlenkosi Victor Gwetu

BMC Medical Imaging, December, 2024

Hybridizing Deep Neural Networks and Machine Learning Models for Aerial Satellite Forest Image Segmentation.

Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu

J. Imaging, June, 2024

2023

Solar Flare Forecasting Using Individual and Ensemble RNN Models.

Mangaliso Mngomezulu, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu

Proceedings of the Artificial Intelligence XL, 2023

Forest Image Classification Based on Deep Learning and XGBoost Algorithm.

Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu

Proceedings of the Computational Science - ICCS 2023, 2023

Hybrid Learning Model for Satellite Forest Image Segmentation.

Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Machine Learning Methods for Forest Image Analysis and Classification: A Survey of the State of the Art.

Clopas Kwenda, Mandlenkosi Victor Gwetu, Jean Vincent Fonou Dombeu

IEEE Access, 2022

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

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

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

2020

A Dynamic Time Warping and Deep Neural Network Ensemble for Online Signature Verification.

Mandlenkosi Victor Gwetu

Proceedings of the Machine Learning for Networking - Third 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

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

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

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

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

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

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

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 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

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