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Mkhuseli Ngxande
Tytuł
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Driver drowsiness detection using behavioral measures and machine learning techniques: A review of state-of-art techniques
N Mkhuseli, T Jules-Raymond, B Michael
2017 Pattern Recognition Association of South Africa and Robotics and …, 2017
132*2017
Bias remediation in driver drowsiness detection systems using generative adversarial networks
M Ngxande, JR Tapamo, M Burke
IEEE Access 8, 55592-55601, 2020
372020
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms
M Ngxande, JR Tapamo, M Burke
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
112020
DepthwiseGANs: Fast training generative adversarial networks for realistic image synthesis
M Ngxande, JR Tapamo, M Burke
2019 Southern African Universities Power Engineering Conference/Robotics and …, 2019
112019
Driver activity recognition through deep learning
F Nel, M Ngxande
2021 Southern African Universities Power Engineering Conference/Robotics and …, 2021
92021
Antimycobacterial activity and molecular docking of methanolic extracts and compounds of marine fungi from Saldanha and False Bays, South Africa
KI Tapfuma, K Nyambo, F Adu-Amankwaah, L Baatjies, L Smith, N Allie, ...
Heliyon 8 (12), 2022
82022
Development of Beowulf cluster to perform large datasets simulations in educational institutions
M Ngxande, N Moorosi
International Journal of Computer Applications 99 (15), 29-35, 2014
62014
Deep learning for plant disease detection
M Ghesquiere, M Ngxande
Advances in Computer Vision and Computational Biology: Proceedings from IPCV …, 2021
22021
Correcting inter-sectional accuracy differences in drowsiness detection systems using generative adversarial networks (GANs)
M Ngxande
22020
Molecular docking, molecular dynamics simulations and binding free energy studies of interactions between Mycobacterium tuberculosis Pks13, PknG and …
K Nyambo, KI Tapfuma, F Adu-Amankwaah, L Julius, L Baatjies, IS Niang, ...
Scientific Reports 14 (1), 6794, 2024
2024
In-silico and in-vitro assessments of some fabaceae, rhamnaceae, apocynaceae, and anacardiaceae species against Mycobacterium tuberculosis H37Rv and …
K Nyambo, F Adu-Amankwaah, KI Tapfuma, L Baatjies, L Julius, L Smith, ...
BMC Complementary Medicine and Therapies 23 (1), 219, 2023
2023
Robust Facial Recognition for Occlusions using Facial Landmarks
K Johnston, M Ngxande
Proceedings of 43rd Conference of the South African Insti 85, 48-61, 2022
2022
Robust Anomaly Detection in CCTV Surveillance
T Scholtz, M Ngxande
Proceedings of 43rd Conference of the South African Insti 85, 104-128, 2022
2022
Multi-Frame Quality Enhancement On Compressed Video Using Quantised Data of Deep Belief Networks
DT Chasi, M Ngxande
arXiv preprint arXiv:2201.11389, 2022
2022
The effects of image smoothing on CNN-based detectors
V Skosana, M Ngxande
2020 International SAUPEC/RobMech/PRASA Conference, 1-6, 2020
2020
Development of High Performance Computing Cluster for evaluation of Sequence Alignment Algorithms
M Ngxande
University of Fort Hare, 2014
2014
Electric Vehicle User Behaviour and Demand ResponseNithin Isaac 9 Shape tracing app for movement disorder detection Vered Aharonson, Sarah Ward, David Rubin, David Anderson and …
B Adewolu, AK Saha, O Oluwole, E Tareka, S Chowdhury, C Oosthuizen, ...
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