By Bernd Jahne
This usual and well-received monograph bargains an vital view of picture processing - from snapshot acquisition to the extraction of the information of curiosity – written through a actual scientists for different scientists. vitamins dialogue of the overall innovations is supplemented with examples from functions on PC-based picture processing platforms and ready-to-use implementations of vital algorithms. thoroughly revised and prolonged, the main awesome extensions being a close dialogue on random variables and fields, 3-D imaging recommendations and a unified method of regularized parameter estimation. whole textual content of the e-book is now on hand at the accompanying CD-ROM. it's hyperlinked in order that it may be utilized in a really versatile manner. CD-ROM features a complete set of workouts to all issues lined via this e-book and a runtime model of the picture processing software program heurisko. a wide selection of pictures, photo sequences, and volumetric photos is accessible for perform routines
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Extra info for Digital Image Processing, 6th Revised and Extended Edition
If we take image sequences, also the temporal changes and, thus, the kinematics and dynamics of the studied object become apparent. In this way, images open up a whole new world of information. A rectangular grid is only the simplest geometry for a digital image. Other geometrical arrangements of the pixels and geometric forms of the elementary cells are possible. Finding the possible conﬁgurations is the 2-D analogue of the classiﬁcation of crystal structure in 3-D space, a subject familiar to solid state physicists, mineralogists, and chemists.
The MN basis images thus span an M × N-dimensional vector space over the set of real numbers. The analogy to the well-known two- and three-dimensional vector spaces R2 and R3 helps us to understand how other representations for images can be gained. An M × N image represents a point in the M × N vector space. If we change the coordinate system, the image remains the same but its coordinates change. This means that we just observe the same piece of information from a diﬀerent point of view. We can draw two important conclusions from this elementary fact.
Real-time transfer of image data with sustained data rates between 10 and 30 MB/s is, however, possible with RAID arrays. 3 Computer Hardware for Fast Image Processing The tremendous progress of computer technology in the past 20 years has brought digital image processing to the desk of every scientist and engineer. For a general-purpose computer to be useful for image processing, four key demands must be met: high-resolution image display, sufﬁcient memory transfer bandwidth, suﬃcient storage space, and suﬃcient computing power.
Digital Image Processing, 6th Revised and Extended Edition by Bernd Jahne