Advanced Machine Learning for Remote Sensing Image Interpretation

3 units · Graduate

Introduces basic high-resolution remote sensing concepts with focus on optical remote sensing, and computational solutions for typical remote sensing problems. Students are assumed to know basic knowledge in statistical estimation, linear algebra and numerical methods for engineering. Students with prior experiences on remote sensing/machine learning/computer vision will find this easier to follow. Prereq: Grad standing, or permission of instructor. Not open to students with credit for CivilEn 7421. Cross-listed in CivilEn 7421.