Signal Detection and Recognition by Human Observers PDF Download
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Author: John A. Swets
Publisher:
ISBN:
Category : Medical
Languages : en
Pages : 726
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Book Description
Author: John A. Swets
Publisher:
ISBN:
Category : Medical
Languages : en
Pages : 726
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Book Description
Author: Massachusetts Institute of Technology
Publisher:
ISBN:
Category : Perception
Languages : en
Pages :
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Book Description
Author: Don Jeffrey Blumenthal
Publisher:
ISBN:
Category : Decision making
Languages : en
Pages : 82
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Book Description
Author: H. H. M. Woo-Sam
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: John Arthur SWETS
Publisher:
ISBN:
Category :
Languages : en
Pages :
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Book Description
Author: David Marvin Green
Publisher: Peninsula Pub
ISBN: 9780932146236
Category : Psychology
Languages : en
Pages : 505
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Book Description
The book summarizes the application of signal detection theory to the analysis an measurement of humn observer's sensor sysem. The theory provides a way to analyze what had been called the threshold or sensory limen, the basic unit of all discrimination studies, whether human or animal. The book outlines the theory of statisical decision making and its application to a variety of common psychophysical processes. It shows how signal detection theory can be used to separate sensory and decision aspects of responses in dicrimination. The concepts of the ideal observer and energy detector are presented and compared with human auditory detection data. Signal detection theory is appliced to a variety of other substanditive problemsin sensory psychology. Signal Detection Theory and Psychology is an invaluable book for psychologists dealing with sensory perception, especailly auditory, for psychologists studying discrimination in other cognitivie processes, and for human factor engineers dealing with man/machine interfaces.
Author: Neil A. Macmillan
Publisher: Psychology Press
ISBN: 1135634564
Category : Psychology
Languages : en
Pages : 599
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Book Description
Detection Theory is an introduction to one of the most important tools for analysis of data where choices must be made and performance is not perfect. Originally developed for evaluation of electronic detection, detection theory was adopted by psychologists as a way to understand sensory decision making, then embraced by students of human memory. It has since been utilized in areas as diverse as animal behavior and X-ray diagnosis. This book covers the basic principles of detection theory, with separate initial chapters on measuring detection and evaluating decision criteria. Some other features include: *complete tools for application, including flowcharts, tables, pointers, and software; *student-friendly language; *complete coverage of content area, including both one-dimensional and multidimensional models; *separate, systematic coverage of sensitivity and response bias measurement; *integrated treatment of threshold and nonparametric approaches; *an organized, tutorial level introduction to multidimensional detection theory; *popular discrimination paradigms presented as applications of multidimensional detection theory; and *a new chapter on ideal observers and an updated chapter on adaptive threshold measurement. This up-to-date summary of signal detection theory is both a self-contained reference work for users and a readable text for graduate students and other researchers learning the material either in courses or on their own.
Author: John A. Swets
Publisher:
ISBN:
Category : Decision making
Languages : en
Pages : 49
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Book Description
This report describes the research, during the years from 1956 to 1963, of the Psychophysics Group of the Psychology Laboratory and the Research Laboratory of Electronics, Massachusetts Institute of Technology. Section I of this re port gives relevant administrative information; Section II describes the general objectives of the research. Section III and V give abstracts of published papers and of papers presented at meetings of professional societies. (Author).
Author: Ehsan Samei
Publisher: Cambridge University Press
ISBN: 9781107194885
Category : Science
Languages : en
Pages : 534
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Book Description
A state-of-the-art review of key topics in medical image perception science and practice, including associated techniques, illustrations and examples. This second edition contains extensive updates and substantial new content. Written by key figures in the field, it covers a wide range of topics including signal detection, image interpretation and advanced image analysis (e.g. deep learning) techniques for interpretive and computational perception. It provides an overview of the key techniques of medical image perception and observer performance research, and includes examples and applications across clinical disciplines including radiology, pathology and oncology. A final chapter discusses the future prospects of medical image perception and assesses upcoming challenges and possibilities, enabling readers to identify new areas for research. Written for both newcomers to the field and experienced researchers and clinicians, this book provides a comprehensive reference for those interested in medical image perception as means to advance knowledge and improve human health.
Author: John Swets
Publisher: Elsevier
ISBN: 0323141641
Category : Reference
Languages : en
Pages : 270
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Book Description
Evaluation of Diagnostic Systems: Methods from Signal Detection Theory addresses the many issues that arise in evaluating the performance of a diagnostic system, across the wide range of settings in which such systems are used. These settings include clinical medicine, industrial quality control, environmental monitoring and investigation, machine and metals inspection, military monitoring, information retrieval, and crime investigation. The book is divided into three parts encompassing 11 chapters that emphasize the interpretation of diagnostic visual images by human observers. The first part of the book describes quantitative methods for measuring the accuracy of a system and the statistical techniques for drawing inferences from performance tests. The subsequent part covers study design and includes a detailed description of the form and conduct of an image-interpretation test. The concluding part examines the case study of a medical imaging system that serves as an example of both simple and complex applications. In this part, three mammographic modalities are used: industrial film radiography, low-dose film radiography, and xeroradiography. The case study focuses on the overall reliability of accuracy indices made by its main components, that is, the variabilities across cases, across readers, and within individual readers. The supplementary texts provide study protocols, a computer program for processing test results, and an extensive list of references that will assist the reader in applying those evaluative methods to diagnostic systems in any setting. This book is of value to scientists and engineers, as well as to applied, quantitative, or experimental psychologists who are engaged in the study of the human processes of discrimination and decision making in either perceptual or cognitive tasks.
