Doctoral Degrees (Computer Engineering)
Recent Submissions
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Contributions into holistic human action recognition.
(2020)In this thesis we holistically investigate the interpretation of human actions in both still images and videos. Human action recognition is currently a research problem of great interest both in academia and industry due ... -
Error performance analysis of cross QAM and space-time labeling diversity for cross QAM.
(2019)Abstract available in the PDF -
Correcting inter-sectional accuracy differences in drowsiness detection systems using generative adversarial networks (GANs)
(2020)oad accidents contribute to many injuries and deaths among the human population. There is substantial evidence that proves drowsiness is one of the most prominent causes of road accidents all over the world. This results ... -
Improvements of local directional pattern for texture classification.
(2017)The Local Directional Pattern (LDP) method has established its effectiveness and performance compared to the popular Local Binary Pattern (LBP) method in different applications. In this thesis, several extensions and ... -
Feature regularization and learning for human activity recognition.
(2018)Feature extraction is an essential component in the design of human activity recognition model. However, relying on extracted features alone for learning often makes the model a suboptimal model. Therefore, this research work ... -
Power-line insulator defect detection and classification.
(2018)Faulty insulators may compromise the electrical and mechanical integrity of a power delivery system, leading to leakage currents owing through line supports. This poses a risk to human safety and increases electrical ... -
Investigation of feature extraction algorithms and techniques for hyperspectral images.
(2017)Hyperspectral images (HSIs) are remote-sensed images that are characterized by very high spatial and spectral dimensions and nd applications, for example, in land cover classi cation, urban planning and management, ... -
Energy efficient medium access protocol for DS-CDMA based wireless sesor networks.
(2012)Wireless Sensor Networks (WSN), a new class of devices, has the potential to revolutionize the capturing, processing, and communication of critical data at low cost. Sensor networks consist of small, low-power, and ...
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