Conference Articles¶

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2017¶

[1] M. Ngxande, J. Tapamo and M. Burke, “Driver drowsiness detection using behavioral measures and machine learning techniques: A review of state-of-art techniques,” 2017 Pattern Recognition Association of South Africa and Robotics and Mechatronics (PRASA-RobMech), Bloemfontein, 2017, pp. 156-161,doi: 10.1109/RoboMech.2017.8261140.

2019¶

[2] M. Ngxande, J. Tapamo and M. Burke, "DepthwiseGANs: Fast Training Generative Adversarial Networks for Realistic Image Synthesis," 2019 Southern African Universities Power Engineering Conference/Robotics and Mechatronics/Pattern Recognition Association of South Africa (SAUPEC/RobMech/PRASA), Bloemfontein, South Africa, 2019, pp. 111-116, doi: 10.1109/RoboMech.2019.8704766.

2020¶

[3] M. Ngxande, J. Tapamo and M. Burke, "Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms," 2020 International SAUPEC/RobMech/PRASA Conference, Cape Town, South Africa, 2020, pp. 1-6, doi: 10.1109/SAUPEC/RobMech/PRASA48453.2020.9041105.

[4] V. Skosana and M. Ngxande, "The effects of image smoothing on CNN-based detectors," 2020 International SAUPEC/RobMech/PRASA Conference, Cape Town, South Africa, 2020, pp. 1-6, doi: 10.1109/SAUPEC/RobMech/PRASA48453.2020.9041035.