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An introduction to the chemometric technique of multi-variate image analysis and its applications in chemistry. The technique provides the user with statistical data structure and geometrical structure elements from the measurement of physical and chemical interactions, and is applied in many areas of process control in the food, chemical and textile industries. The book begins by introducing the reader to the basic ideas and principles necessary for understanding later chapters, which include discussions of magnetic resonance imaging, principal component analysis, and the pre-processing and...

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...

This book is an introduction to the field of multi-way analysis for chemists and chemometricians. Its emphasis is on the ideas behind the method and its pratical applications. Sufficient mathematical background is given to provide a solid understanding of the ideas behind the method. There are currently no other books on the market which deal with this method from the viewpoint of its applications in chemistry.

• Applicable in many areas of chemistry.
• No comparable volume currently available.
• The field is becoming increasingly important.