Introduction to the research process in the natural resources sciences. Focus on research philosophy, concepts, and design, progressing from development of hypotheses, questions, and proposals, to grants and budgeting, and delivery of such research products as reports, publications, and presentations.

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The aim of the course is to provide a basic knowledge of how to use probabilistic and statistical methods for image analysis. Core subjects in the course are pattern recognition and spatial/spectral statistics applied to 2D/3D images. Examples are taken from remote sensing, microscopy, photography and medical imaging. In the course special interest will be devoted to applications in remote sensing, including analysis of images of planetary surfaces. Examples of research topics that will be covered include image texture recognition, image classification and regression.

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