Image analysis
Image analysis is a field of applied mathematics that studies methods for extracting useful information from images. Image analysis is closely related to image processing and includes tasks such as searching for objects of a given shape, selecting borders, improving images, segmentation, and tracking, and quantifying image areas. These tasks are found in microbiology, medicine, astronomy, robotics, security and tracking systems, and other areas of science and technology that deal with digital images.
During the course, You will review the main tasks of image analysis, learn classical and modern methods for selecting object boundaries in images, methods for improving images and eliminating noise, and get acquainted with neural network architectures used in image analysis.