Techniques and Applications of Hyperspectral Image Analysis

Hans Grahn и Paul Geladi

Тип: PDF книга

Жанр: Зарубежная образовательная литература

Язык: на английском языке

Издательство: John Wiley & Sons Limited

Дата публикации: 25.04.2024

Отзывы: Пока нет Добавить отзыв

О книге: Techniques and Applications of Hyperspectral Image Analysis gives an introduction to the field of image analysis using hyperspectral techniques, and includes definitions and instrument descriptions. Other imaging topics that are covered are segmentation, regression and classification. The book discusses how high quality images of large data files can be structured and archived. Imaging techniques also demand accurate calibration, and are covered in sections about multivariate calibration techniques. The book explains the most important instruments for hyperspectral imaging in more technical detail. A number of applications from medical and chemical imaging are presented and there is an emphasis on data analysis including modeling, data visualization, model testing and statistical interpretation.