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Essential Image Processing and GIS for Remote Sensing
 
 
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Essential Image Processing and GIS for Remote Sensing
Essential Image Processing and GIS for Remote Sensing is an accessible overview of the subject and successfully draws together these three key areas in a balanced and comprehensive manner. The book provides an overview of essential techniques and a selection of key case studies in a variety of application areas.

Key concepts and ideas are introduced in a clear and logical manner and described through the provision of numerous relevant conceptual illustrations. Mathematical detail is kept to a minimum and only referred to where necessary for ease of understanding. Such concepts are explained through common sense terms rather than in rigorous mathematical detail when explaining image processing and GIS techniques, to enable students to grasp the essentials of a notoriously challenging subject area.

The book is clearly divided into three parts, with the first part introducing essential image processing techniques for remote sensing. The second part looks at GIS and begins with an overview of the concepts, structures and mechanisms by which GIS operates. Finally the third part introduces Remote Sensing Applications. Throughout the book the relationships between GIS, Image Processing and Remote Sensing are clearly identified to ensure that students are able to apply the various techniques that have been covered appropriately. The latter chapters use numerous relevant case studies to illustrate various remote sensing, image processing and GIS applications in practice.

A CD-ROM accompanies the text and includes essential application samples and datasets using the techniques/algorithms referred to in the book.



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Title of ebook: Essential Image Processing and GIS for Remote Sensing
ISBN: 9780470746042
parent-ISBN: 9780470510322
Publisher: John Wiley & Sons, Ltd.
Internet download file size: 25659 kb
Published: 06-2009
Released online for download: 06-10-2009
Joint Author: Liu, Jian Guo
Joint Author: Mason, Philippa
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Essential Image Processing and GIS for Remote Sensing


Chapter One

Digital Image and Display

1.1 What is a digital image?

An image is a picture, photograph or any form of a two-dimensional representation of objects or a scene. The information in an image is presented in tones or colours. A digital image is a two-dimensional array of numbers. Each cell of a digital image is called a pixel and the number representing the brightness of the pixel is called a digital number (DN) (Figure 1.1). As a two-dimensional (2D) array, a digital image is composed of data in lines and columns. The position of a pixel is allocated with the line and column of its DN. Such regularly arranged data, without x and y coordinates, are usually called raster data. As digital images are nothing more than data arrays, mathematical operations can be readily performed on the digital numbers of images. Mathematical operations on digital images are called digital image processing.

Digital image data can also have a third dimension: layers (Figure 1.1). Layers a ... read full excerpt from Essential Image Processing and GIS for Remote Sensing ebook



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