My research examines the convergence of computer vision and machine learning, with a focus on developing novel methodologies for processing, representing, and extracting informative features from complex video data. By integrating conventional imaging approaches with emerging event-based camera technologies, I design algorithms that convert raw video inputs into structured data for subsequent analysis. Additionally, I investigate cognitive computer vision frameworks and contribute to the design of driver monitoring systems aimed at enhancing automotive safety.

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