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Computer Image Processing and Recognition
This unique reference presents in-depth coverage of the latest methods and applications of digital image processing describing various computer architectures ideal for satisfying specific image processing demands.
It Itis is 1984, 1984, a a year year immortalized immortalizedby by George GeorgeOrwell Orwell some some35 35 year year ago. ago. In In 1949, 1949,he he prophesized prophesized a a world worlddominated dominated by by television television images images and andelectronic electronic communica communica tions. Orwell's vision of an incredible technologic revolution is the reality of the tions. Orwell'svisionofanincredibletechnologicrevolutionistherealityofthe 1980's. 1980's. Over Over the the past past three threedecades, decades, this this technical technicalexplosion explosion has has impacted impacted on on all all levels levelsof of society, society, including including the the practice practice of ofMedicine. Medicine. In 1949, the cardiologist had available to him only his stethoscope, the chest In1949,thecardiologisthadavailabletohimonlyhisstethoscope, thechest roentgenogram, roentgenogram, the theelectrocardiogram, electrocardiogram, and and his hisclinical clinical astuteness. astuteness. In In 1984, 1984, the the cardiologist still requires great clinical skills, but also has available to him echo cardiologiststillrequiresgreatclinicalskills, butalsohasavailabletohimecho cardiography, cardiography, radionuclide radionuclideperfusion perfusion and and functional functional tests, tests, digital digital radiography, radiography, computed computed tomography, tomography, positron positronemission emission tomography, tomography, and and nuclear nuclearmagnetic magnetic resonance resonanceimaging. imaging. These These imaging imagingmodalities modalities are are the theresult result of ofthe the development developmentof of the the digital digitalcomputer, computer, and and the theexplosive explosive advances advances in in microelectronics. microelectronics. Cardiac Cardiac imaging imaginghas has rapidly rapidlyevolved evolved into intoa a specialized specialized area area of of interest interestshared shared by by cardiolo cardiolo gists, radiologists, engineers, physicists, and statisticians. Our book, Digital gists, radiologists, engineers, physicists, andstatisticians.
Proceedings of the 9th Conference, Washington D.C., 10-14 June 1985 Sponsored by the Clinical Center and the Fogarty International Center of the National Institutes of Health, Bethesda, Maryland, USA
This book is the outcome of the successful NATO Advanced Study Institute on Pattern Recognition Theory and Applications, held at St. Anne's College, Oxford, in April 1981., The aim of the meeting was to review the recent advances in the theory of pattern recognition and to assess its current and future practical potential. The theme of the Institute - the decision making aspects of pattern recognition with the emphasis on the novel hybrid approaches - and its scope - a high level tutorial coverage of pattern recognition methodologies counterpointed with contrib uted papers on advanced theoretical topics and applications - are faithfully reflected by the volume. The material is divided into five sections: 1. Methodology 2. Image Understanding and Interpretation 3. Medical Applications 4. Speech Processing and Other Applications 5. Panel Discussions. The first section covers a broad spectrum of pattern recognition methodologies, including geometric, statistical, fuzzy set, syntactic, graph-theoretic and hybrid approaches. Its cove,r age of hybrid methods places the volume in a unique position among existing books on pattern recognition. The second section provides an extensive treatment of the topical problem of image understanding from both the artificial intelligence and pattern recognition points of view. The two application sections demonstrate the usefulness of the novel methodologies in traditional pattern 'recognition application areas. They address the problems of hardware/software implementation and of algorithm robustness, flexibility and general reliability. The final section reports on a panel discussion held during the Institute.
The NATO Advanced Study Institute on Numerical Taxonomy took place on the 4th - 16th of July, 1982, at the Kur- und Kongresshotel Residenz in Bad Windsheim, Federal Republic of Germany. This volume is the proceedings of that meeting, and contains papers by over two-thirds of the participants in the Institute. Numerical taxonomy has been attracting increased attention from systematists and evolutionary biologists. It is an area which has been marked by debate and conflict, sometimes bitter. Happily, this meeting took place in an atmosphere of "GemUtlichkeit", though scarcely of unanimity. I believe that these papers will show that there is an increased understanding by each taxonomic school of each others' positions. This augurs a period in which the debates become more concrete and specific. Let us hope that they take place in a scientific atmosphere which has occasionally been lacking in the past. Since the order of presentation of papers in the meeting was affected by time constraints, I have taken the liberty of rearranging them into a more coherent subject ordering. The first group of papers, taken from the opening and closing days of the meeting, debate philosophies of classification. The next two sections have papers on congruence, clustering and ordination. A notable concern of these participants is the comparison and testing of classifications. This has been missing from many previous discussions of numerical classification.