
Andrzej Kordecki
استادیار · Object classification using CNNs
Bydgoszcz University of Science and Technologyمعرفی
Andrzej Kordecki, Ph.D., is an Assistant Professor at the Warsaw University of Technology's Faculty of Power and Aeronautical Engineering, Department of Theory of Machines and Robots. His research focuses on computer vision applications for robotics, including object classification with convolutional neural networks, autonomous navigation systems using LIDAR and camera data, and advanced image correction techniques. He also specializes in color management systems and calibration of imaging devices.
Teaching responsibilities include courses on neural networks, digital image processing, and sensors in robotics. His work has been published in journals like Journal of Intelligent & Robotic Systems and Signal, Image and Video Processing, with conference contributions at venues such as the International Conference on Machine Vision (ICMV).
Research highlights include development of the OffRoadSynth dataset for autonomous ground vehicle navigation and pioneering work on vignetting correction in camera systems. His technical expertise spans both theoretical and applied aspects of computer vision and robotics engineering.
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