معرفی
Patrick Denny is an Associate Professor at the University of Limerick, affiliated with the Department of Computer Science & Information Systems, the Centre for Sustainable Digital (Re)Manufacturing, and Lero – the Research Ireland Centre for Software. His research focuses on computer vision, automotive systems, and medical imaging, with notable contributions to object detection, instance segmentation, and image processing in autonomous vehicles and healthcare. He holds patents in automotive camera systems and has authored over 38 research papers.
His work addresses challenges such as rain impact on automated vehicle perception, medical image classification using graph neural networks, and optimizing camera exposure for automotive applications. He collaborates extensively on projects involving V2X communications and intelligent transportation systems. Denny’s research also extends to waste management through computer vision and medical imaging innovations.
- Patents: Over 10 patents in automotive imaging, including systems for calibrating image-capturing devices and thermal infrared sensors.
- Key Research Themes: Automotive perception, computer vision algorithms, medical image analysis, and sensor optimization.
He actively engages in interdisciplinary projects, combining machine learning with real-world applications in transportation and healthcare.
