Sinossi
This book describes image processing research based on the morphology of the objects in an image and a Vlsi design of a Cellular Logic Processing Element for a real-time processor pipeline.
The field of image processing has spawned a number of special parallel computer architectures: the Square (Simd), Processor Array, the Pyramid, the Linear Processor Array (or scan line array) and the Processor Pipeline. This book features a classification of low-level image processing operations, reviews some intermediate level algorithms, and gives a short introduction into computer architecture used for image and digital signal processing. Morphology-based processing images is introduced by treating cellular logic operations such as skeletonization as hit-or-miss transformations. This approach can be extended to images of higher dimensions than two and a method is described to construct hit-or-miss masks for the skeletonization of these images.
In the second part of the book a study is performed on the speed bottlenecks that can be found in the main architectural groups followed by the description of a method for the structured design of integrated, digital hardware.
The Vlsi design of a Cmos Processing Element for the real-time processing of binary images and the board level design of a scalable processor pipeline for a real-time low-level processing of grey value images is described in detail.
Finally, a computer architecture for low and intermediate processing of two and three dimensional images if proposed.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Contenuti
1 Introduction.- 2 Image processing algorithms.- 3 Image processing architectures.- 4 Morphology based image processing.- 5 Pipelined low level image processing.- 6 Toward an architecture for low- and inter-mediate level 2D and 3D image processing.- 7 Conclusions.- References.- Samenvatting.- Appendices.- Appendix A.- Masket for thinning in 2D (a).- Masket for thinning in 2D (b).- Masket for thinning in 3D.- Appendix B.- Appendix C.- Acknowledgements.- Curriculum Vitae.
Product Description
Book by Jonker PP
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Morphological Image Processing: Architecture and VLSI design PB 1992
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Summary Based on the experiences of past designs and the outcome of recent studies in the comparisons of low-level image processing architectures, a pipelined system for real time low-image processing has been designed and realized in CMOS technology. To minimize design pitfalls, a study was performed to the details of the design solutions that have been found in embodimentsof the three main architectural groups of image processing; the Square Processor Arrays, the Linear Processor Arrays and the Pipelines. This is reflected in a theoretical model. As the design is based on bitplane-wise processing of images, research was performed on the principles ofCellularLogic Processing of two dimensional images. of binary A methodology has been developed that is based on the transformation images using sets of Hit-or-Miss masks. This method appeared to be extendable to higher dimensional images. A theoretical model for the generation of break-point conditions in high dimensional images has been developed, and applied up to dimension three. 308 pp. Englisch. Codice articolo 9789020127669
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Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Summary Based on the experiences of past designs and the outcome of recent studies in the comparisons of low-level image processing architectures, a pipelined system for real time low-image processing has been designed and realized in CMOS technology. To minimize design pitfalls, a study was performed to the details of the design solutions that have been found in embodimentsof the three main architectural groups of image processing; the Square Processor Arrays, the Linear Processor Arrays and the Pipelines. This is reflected in a theoretical model. As the design is based on bitplane-wise processing of images, research was performed on the principles ofCellularLogic Processing of two dimensional images. of binary A methodology has been developed that is based on the transformation images using sets of Hit-or-Miss masks. This method appeared to be extendable to higher dimensional images. A theoretical model for the generation of break-point conditions in high dimensional images has been developed, and applied up to dimension three.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 308 pp. Englisch. Codice articolo 9789020127669
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