Author

M. Balogun

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Open access Oct 2026

FACIAL RECOGNITION USING PRETRAINED RESNET-50 AND TRANSFER LEARNING FOR ROBUST BIOMETRIC AUTHENTICATION

Facial recognition is vital for security, access control, and biometric verification due to its speed, accuracy, and non-intrusiveness. Despite significant advances in facial recognition technologies, achieving robust and accurate recognition under varying facial conditions remains a challenge. This study presents a tr...

M. Balogun, B. Jimada-ojuolape, Ibrahim Olayinka Sanni et al. · Nigerian Journal of Technolo... · 0 citations

Open access Aug 2026

Analysis and Mitigation of Voltage Sag on Nigerian 330kv Power System Using PSO-Optimized STATCOM

Voltage sag is a significant power quality (PQ) issue in Nigeria's 330 kV transmission network, leading to equipment failures, data loss, and financial setbacks for both industrial and residential users. This paper dives deep into analysing and addressing voltage sag within Nigeria's 28-bus, 330 kV transmission system,...

M. Balogun, Rasaq Ishola Ibrahim, O. Ogunbiyi et al. · ABUAD Journal of Engineering... · 0 citations

Open access 2026

A Hybridized Artificial Neural Network and Support Vector Machine Model in Power Transmission Fault Detection

The proposed framework employs ANN as a nonlinear feature embedding and a Radial Basis Function SVM subsequently classifies using an Error-Correcting Output Codes (ECOC) strategy, validating the effectiveness of the proposed hybridisation strategy for intelligent transmission system protection.

Kudu Abubakar Mohammed, Balogun Monsurat O., Adesina M. Lambe et al. · Communication in Physical Sc... · 0 citations