| 2025 | ISVC | Deep Learning-Based Infant Brain Tissue Segmentation Using Attention-Gated U-Net. | Sandile Thamie Mhlanga, Serestina Viriri |
| 2024 | ISVC | Bi-Feature Selection Deep Learning-Based Techniques for Speech Emotion Recognition. | Samson Akinpelu, Serestina Viriri |
| 2024 | ISVC | Efficient Lung Segmentation for Tumour Detection. | Anura Hiraman, Serestina Viriri, Mandlenkosi Victor Gwetu |
| 2024 | MICCAI | Hybrid Deep Learning Model for Pancreatic Cancer Image Segmentation. | Wilson Bakasa, Clopas Kwenda, Serestina Viriri |
| 2023 | ICCCI | Intelligent Automated Pancreas Segmentation Using U-Net Model Variants. | Wilson Bakasa, Serestina Viriri |
| 2023 | ISVC | Retinal Disease Diagnosis with a Hybrid ResNet50-LSTM Deep Learning. | Stewart Muchuchuti, Serestina Viriri |
| 2022 | ISVC | A Robust Deep Transfer Learning Model for Accurate Speech Emotion Classification. | Samson Akinpelu, Serestina Viriri |
| 2021 | ACIIDS | Dropout Regularization for Automatic Segmented Dental Images. | Vincent Majanga, Serestina Viriri |
| 2021 | ACIIDS | Contrast Enhancement in Deep Convolutional Neural Networks for Segmentation of Retinal Blood Vessels. | Olubunmi Omobola Sule, Serestina Viriri, Mandlenkosi Victor Gwetu |
| 2021 | ACIIDS | Towards Exploiting Convolutional Features for Remote Sensing Images Scene Classification. | Ronald Tombe, Serestina Viriri |
| 2021 | ICCCI | Ensemble of Convolution Neural Networks for Automatic Tuberculosis Classification. | Mustapha Oloko-Oba, Serestina Viriri |
| 2021 | ICCCI | Deep Learning with Optimization Techniques for the Classification of Spoken English Digit. | Jane Oruh, Serestina Viriri |
| 2021 | IWANN | Enhanced Convolutional Neural Network for Age Estimation. | Idowu Aruleba, Serestina Viriri |
| 2021 | IWANN | Deep Learning for Age Estimation Using EfficientNet. | Idowu Aruleba, Serestina Viriri |
| 2020 | ACIVS | Deep Convolutional Network-Based Framework for Melanoma Lesion Detection and Segmentation. | Adekanmi Adegun, Serestina Viriri |
| 2020 | ICCCI | Retinal Image Segmentation Through Valley Emphasis Thresholding of the Gabor Filter Response. | Mandlenkosi Victor Gwetu, Jules-Raymond Tapamo, Serestina Viriri |
| 2020 | ICCCI | Macroscopic Skin Lesion Segmentation Using GrabCut. | Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu |
| 2020 | ICCCI | Melanoma Skin Cancer Classification Using Transfer Learning. | Verosha Pillay, Divyan Hirasen, Serestina Viriri, Mandlenkosi Victor Gwetu |
| 2020 | ICCVG | Exploration of Ear Biometrics with Deep Learning. | Aimee Booysens, Serestina Viriri |
| 2020 | ICCVG | Tuberculosis Abnormality Detection in Chest X-Rays: A Deep Learning Approach. | Mustapha Oloko-Oba, Serestina Viriri |
| 2020 | ICCVG | Dynamic Local Ternary Patterns for Gender Identification Using Facial Components. | Salma M. Osman, Serestina Viriri |
| 2020 | ICISP | Diagnosing Tuberculosis Using Deep Convolutional Neural Network. | Mustapha Oloko-Oba, Serestina Viriri |
| 2020 | ISVC | Facial Expression Recognition and Ordinal Intensity Estimation: A Multilabel Learning Approach. | Olufisayo Ekundayo, Serestina Viriri |
| 2020 | ISVC | Pre-trained Convolutional Neural Network for the Diagnosis of Tuberculosis. | Mustapha Oloko-Oba, Serestina Viriri |
| 2020 | ISVC | Scene Classification of Remote Sensing Images Based on ConvNet Features and Multi-grained Forest. | Ronald Tombe, Serestina Viriri, Jean Vincent Fonou Dombeu |
| 2019 | ICCCI | An Enhanced Deep Learning Framework for Skin Lesions Segmentation. | Adekanmi Adegun, Serestina Viriri |
| 2019 | ICCCI | Fully Convolutional Encoder-Decoder Architecture (FCEDA) for Skin Lesions Segmentation. | Adekanmi Adegun, Serestina Viriri |
| 2019 | ICCCI | Age Estimation of Real-Time Faces Using Convolutional Neural Network. | Olatunbosun Agbo-Ajala, Serestina Viriri |
| 2019 | ICCCI | Image Preprocessing Techniques for Facial Expression Recognition with Canny and Kirsch Edge Detectors. | Kennedy Chengeta, Serestina Viriri |
| 2019 | ICCCI | 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 |
| 2019 | ICCCI | Component-Based Gender Identification Using Local Binary Patterns. | Salma M. Osman, Nahla Noor, Serestina Viriri |
| 2019 | ICCCI | Fusion of LBP and Hu-Moments with Fisher Vectors in Remote Sensing Imagery. | Ronald Tombe, Serestina Viriri |
| 2019 | ISVC | Age Group and Gender Classification of Unconstrained Faces. | Olatunbosun Agbo-Ajala, Serestina Viriri |
| 2019 | ISVC | Skin Lesion Segmentation Based on Region-Edge Markov Random Field. | Omran Salih, Serestina Viriri, Adekanmi Adegun |
| 2019 | IWANN | Deep Residual Learning for Human Identification Based on Facial Landmarks. | Abdelgader Abdelwhab Abdelgader, Serestina Viriri |
| 2019 | PSIVT | Face-Based Age and Gender Classification Using Deep Learning Model. | Olatunbosun Agbo-Ajala, Serestina Viriri |
| 2019 | PSIVT | Deep Forest Approach for Facial Expression Recognition. | Olufisayo Ekundayo, Serestina Viriri |
| 2018 | HAIS | An Improved Comfort Biased Smart Home Load Manager for Grid Connected Homes Under Direct Load Control. | Chukwuka G. Monyei, Serestina Viriri |
| 2018 | ICCCI | Predictive Memetic Algorithm (PMA) for Combinatorial Optimization in Dynamic Environments. | Stephen M. Akandwanaho, Serestina Viriri |
| 2018 | ICCCI | Facial Expression Recognition: A Survey on Local Binary and Local Directional Patterns. | Kennedy Chengeta, Serestina Viriri |
| 2018 | ICCCI | Purity and Out of Bag Confidence Metrics for Random Forest Weighting. | Mandlenkosi Victor Gwetu, Serestina Viriri, Jules-Raymond Tapamo |
| 2018 | ICCVG | Weather Characterization from Outdoor Scene Images. | Jenade Moodley, Serestina Viriri |
| 2018 | ICCVG | Unsupervised Caries Detection in Non-standardized Periapical Dental X-Rays. | Darren Osterloh, Serestina Viriri |
| 2018 | ISVC | Gender Classification Based on Facial Shape and Texture Features. | Mayibongwe H. Bayana, Serestina Viriri, Raphael Angulu |
| 2018 | ISVC | Skin Cancer Segmentation Using a Unified Markov Random Field. | Omran Salih, Serestina Viriri |
| 2018 | MEDI | CRank: A Novel Framework for Ranking Semantic Web Ontologies. | Jean Vincent Fonou Dombeu, Serestina Viriri |
| 2017 | ICCCI | Enhanced Hybrid Component-Based Face Recognition. | Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu |
| 2017 | PSIVT | Selecting Salient Features from Facial Components for Face Recognition. | Andile M. Gumede, Serestina Viriri, Mandlenkosi Victor Gwetu |
| 2016 | ICCVG | Component-Based Ethnicity Identification from Facial Images. | A. Boyseens, Serestina Viriri |
| 2016 | ICISP | Leaf Classification Using Convexity Measure of Polygons. | Jules Raymond Kala, Serestina Viriri, Deshendran Moodley, Jules-Raymond Tapamo |
| 2016 | ISVC | Leaf Classification Using Convexity Moments of Polygons. | Jules R. Kala, Serestina Viriri, Deshendran Moodley |
| 2016 | ISVC | Unsupervised Caries Detection in Non-standardized Bitewing Dental X-Rays. | Darren Osterloh, Serestina Viriri |
| 2014 | ICISP | A New Adaptive Thresholding Technique for Retinal Vessel Segmentation Based on Local Homogeneity Information. | Temitope Mapayi, Serestina Viriri, Jules-Raymond Tapamo |
| 2014 | ISVC | Handwritten Signature Verification Based on Enhanced Direction and Grid Features. | Serestina Viriri |