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May 25, 2026
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AUE 8200 - Machine Perception and Intelligence3 Credits (3 Contact Hours)
This course introduces the fundamental technologies for autonomous vehicle sensors, perception, and machine learning, from electromagnetic spectrum characteristics and signal acquisition, vehicle extrospective sensor data analysis, perspective geometry models, image and point cloud processing, to machine/deep learning approaches. Students also gain hands-on programming experience in vehicle perception problems through homework and class projects.
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