Continuing in the footsteps of the pioneering first edition, Signal and Image Processing for Remote Sensing, Second Edition explores the most up-to-date signal and image processing methods for dealing with remote sensing problems. Although most data from satellites are in image form, signal processing can contribute significantly in extracting information from remotely sensed waveforms or time series data. This book combines both, providing a unique balance between the role of signal processing and image processing. Featuring contributions from worldwide experts, this book continues to emphasize mathematical approaches. Not limited to satellite data, it also considers signals and images from hydroacoustic, seismic, microwave, and other sensors. Chapters cover important topics in signal and image processing and discuss techniques for dealing with remote sensing problems. Each chapter offers an introduction to the topic before delving into research results, making the book accessible to a broad audience. This second edition reflects the considerable advances that have occurred in the field, with 23 of 27 chapters being new or entirely rewritten. Coverage includes new mathematical developments such as compressive sensing, empirical mode decomposition, and sparse representation, as well as new component analysis methods such as non-negative matrix and tensor factorization. The book also presents new experimental results on SAR and hyperspectral image processing. The emphasis is on mathematical techniques that will far outlast the rapidly changing sensor, software, and hardware technologies. Written for industrial and academic researchers and graduate students alike, this book helps readers connect the "dots" in image and signal processing. New in This Edition The second edition includes four chapters from the first edition, plus 23 new or entirely rewritten chapters, and 190 new figures. New topics covered include: Compressive sensing The mixed pixel problem with hyperspectral images Hyperspectral image (HSI) target detection and classification based on sparse representation An ISAR technique for refocusing moving targets in SAR images Empirical mode decomposition for signal processing Feature extraction for classification of remote sensing signals and images Active learning methods in classification of remote sensing images Signal subspace identification of hyperspectral data Wavelet-based multi/hyperspectral image restoration and fusion The second edition is not intended to replace the first edition entirely and readers are encouraged to read both editions of the book for a more complete picture of signal and image processing in remote sensing. See Signal and Image Processing for Remote Sensing (CRC Press 2006).
X vh .will.represent. the.diagonal.information.of.the.image. The.2-D.DFT.will.be.further.described.in.the.following.example. Example 5.5 In this example, we decompose an image using the 2-D DWT and observe the image reconstructed in ...
Author: Kayvan Najarian
Publisher: CRC Press
First published in 2005, Biomedical Signal and Image Processing received wide and welcome reception from universities and industry research institutions alike, offering detailed, yet accessible information at the reference, upper undergraduate, and first year graduate level. Retaining all of the quality and precision of the first edition, Biomedical Signal and Image Processing, Second Edition offers a number of revisions and improvements to provide the most up-to-date reference available on the fundamental signal and image processing techniques that are used to process biomedical information. Addressing the application of standard and novel processing techniques to some of today’s principle biomedical signals and images over three sections, the book begins with an introduction to digital signal and image processing, including Fourier transform, image filtering, edge detection, and wavelet transform. The second section investigates specifically biomedical signals, such as ECG, EEG, and EMG, while the third focuses on imaging using CT, X-Ray, MRI, ultrasound, positron, and other biomedical imaging techniques. Updated and expanded, Biomedical Signal and Image Processing, Second Edition offers numerous additional, predominantly MATLAB, examples to all chapters to illustrate the concepts described in the text and ensure a complete understanding of the material. The author takes great care to clarify ambiguities in some mathematical equations and to further explain and justify the more complex signal and image processing concepts to offer a complete and understandable approach to complicated concepts.
Author: Wolfgang BirkfellnerPublish On: 2014-03-06
The basic idea – minimization of entropy in a joint PDF of the images – however, always stays the same. For the sake of completeness, we should also add the definition of a variation of MMI called normalized mutual information: H ...
Author: Wolfgang Birkfellner
Publisher: Taylor & Francis
Category: Technology & Engineering
A widely used, classroom-tested text, Applied Medical Image Processing: A Basic Course delivers an ideal introduction to image processing in medicine, emphasizing the clinical relevance and special requirements of the field. Avoiding excessive mathematical formalisms, the book presents key principles by implementing algorithms from scratch and using simple MATLAB®/Octave scripts with image data and illustrations on an accompanying CD-ROM or companion website. Organized as a complete textbook, it provides an overview of the physics of medical image processing and discusses image formats and data storage, intensity transforms, filtering of images and applications of the Fourier transform, three-dimensional spatial transforms, volume rendering, image registration, and tomographic reconstruction. This Second Edition of the bestseller: Contains two brand-new chapters on clinical applications and image-guided therapy Devotes more attention to the subject of color space Includes additional examples from radiology, internal medicine, surgery, and radiation therapy Incorporates freely available programs in the public domain (e.g., GIMP, 3DSlicer, and ImageJ) when applicable Beneficial to students of medical physics, biomedical engineering, computer science, applied mathematics, and related fields, as well as medical physicists, radiographers, radiologists, and other professionals, Applied Medical Image Processing: A Basic Course, Second Edition is fully updated and expanded to ensure a perfect blend of theory and practice.
Springer Series in Information Sciences Editors : Thomas S. Huang Teuvo Kohonen Manfred R. Schroeder ". 1 Content - Addressable Memories By T. Kohonen 2nd Edition 2 Fast Fourier Transform and Convolution Algorithms By H. J. Nussbaumer ...
Author: M.R. Schroeder
Publisher: Springer Science & Business Media
Number Theory in Science and Communication introductes non-mathematicians to the fascinating and diverse applications of number theory. This best-selling book stresses intuitive understanding rather than abstract theory. This revised fourth edition is augmented by recent advances in primes in progressions, twin primes, prime triplets, prime quadruplets and quintruplets, factoring with elliptic curves, quantum factoring, Golomb rulers and "baroque" integers.
Boston, MA, USA: Academic Press, 2nd edition, 1999. T.M. Cover and J.A. Thomas, Elements of Information Theory. Hoboken, NJ,USA: John Wiley & Sons, 2nd edition, 2005. ISO/IEC, “Information technology – JPEG 2000 image coding system: ...
Author: Rastislav Lukac
Publisher: CRC Press
Visual perception is a complex process requiring interaction between the receptors in the eye that sense the stimulus and the neural system and the brain that are responsible for communicating and interpreting the sensed visual information. This process involves several physical, neural, and cognitive phenomena whose understanding is essential to design effective and computationally efficient imaging solutions. Building on advances in computer vision, image and video processing, neuroscience, and information engineering, perceptual digital imaging greatly enhances the capabilities of traditional imaging methods. Filling a gap in the literature, Perceptual Digital Imaging: Methods and Applications comprehensively covers the system design, implementation, and application aspects of this emerging specialized area. It gives readers a strong, fundamental understanding of theory and methods, providing a foundation on which solutions for many of the most interesting and challenging imaging problems can be built. The book features contributions by renowned experts who present the state of the art and recent trends in image acquisition, processing, storage, display, and visual quality evaluation. They detail advances in the field and explore human visual system-driven approaches across a broad spectrum of applications, including: Image quality and aesthetics assessment Digital camera imaging White balancing and color enhancement Thumbnail generation Image restoration Super-resolution imaging Digital halftoning and dithering Color feature extraction Semantic multimedia analysis and processing Video shot characterization Image and video encryption Display quality enhancement This is a valuable resource for readers who want to design and implement more effective solutions for cutting-edge digital imaging, computer vision, and multimedia applications. Suitable as a graduate-level textbook or stand-alone reference for researchers and practitioners, it provides a unique overview of an important and rapidly developing research field.
Image credits: AP Photo/Cliff Owen, p. 2; AP Photo/Doug Mills, p. 6; Collection of the Supreme Court of the United States, pp. 8, 9, 11, 14, 15, 19, 22, 24, 25, 26, 36, 41; AP Photo/Anthony Camerano, p. 10; Eustress/Wikimedia Commons ...
Author: James Roland
Publisher: Lerner Publications ™
Category: Juvenile Nonfiction
In 1993 Ruth Bader Ginsburg became the second female justice to serve on the United States Supreme Court. This honor for Ginsburg also marked a turning point for women in the field of law. Ginsburg had endured great adversity to achieve her Supreme Court appointment. As a Jewish woman coming of age in the 1950s, she dealt with not only anti-Semitism but also gender discrimination. And even though she graduated first in her class, she received no job offers. When she finally secured a position, Ginsburg quickly rose through the legal ranks, eventually becoming a Rutgers University professor and arguing women's rights cases for the American Civil Liberties Union. As a judge on the US Court of Appeals in the 1980s and early 1990s, she wrote more than three hundred opinions and earned a reputation as a consensus builder. Follow Ginsburg's journey to Supreme Court Justice, and learn how she advocated for treating people equally under the law until her death in 2020.
Framing or the way information is presented is important. ... Many phenomena related to consumers are driven by the process of perception, for instance, brand image, satisfaction, evaluation of brands and marketing communication.
Author: Arun Kumar & N. Meenakshi
Publisher: Vikas Publishing House
Category: Business & Economics
Marketing is a way of doing business. It is all pervasive, a part of everyone’s job description. Marketing is an expression of a company’s character, and is a responsibility that necessarily belongs to the whole company and everyone in it.
Author: Venugopal SrinivasanPublish On: 1992-09-02
The improvement ranges from about 10 to 30 percent, depending on the amount of information inherent in the picture. ...  Rafael C. Gonzalez and Paul Wintz, " Digital Image Processing," 2nd edition, Addison-Wesley Publishing Company, ...
Author: Venugopal Srinivasan
Publisher: World Scientific
Written by a physicist with over 15 years of experience as a quant on Wall Street, this book treats a wide variety of topics. Presenting the theory and practice of quantitative finance and risk, it delves into the “how to” and “what it's like” aspects not covered in textbooks or research papers. Both standard and new results are presented. A “Technical Index” indicates the mathematical level — from zero to PhD — for each chapter. The finance in each chapter is self-contained. Real-life comments on “life as a quant” are included.An errata and Additions (3rd Reprint, 2008) to the book is available.
1148–1161, 1993 Donoho, D. L., Denoising by Soft Thresholding, IEEE Trans. on Information Theory, 41(3), pp. 613–627, 1995 Gonzalez, R. C. and Wintz P.: Digital Image Processing, 2nd Edition, Addison Wesley Publishing Co.
Author: Mark Nixon
Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals. Ideal module text for courses in artificial intelligence, image processing and computer vision Essential reading for engineers and academics working in this cutting-edge field Supported by free software on a companion website
The readers who require exacting information need to consult the various standards . References 7 Image ... Gonzalez, R.C. and Woods, R.E. (2002) Digital Image Processing, 2nd edition edn, Prentice Hall, Upper Saddle River. 7.
Author: Michael Kriss
Publisher: John Wiley & Sons
Category: Technology & Engineering
A comprehensive and practical analysis and overview of the imaging chain through acquisition, processing and display The Handbook of Digital Imaging provides a coherent overview of the imaging science amalgam, focusing on the capture, storage and display of images. The volumes are arranged thematically to provide a seamless analysis of the imaging chain from source (image acquisition) to destination (image print/display). The coverage is planned to have a very practical orientation to provide a comprehensive source of information for practicing engineers designing and developing modern digital imaging systems. The content will be drawn from all aspects of digital imaging including optics, sensors, quality, control, colour encoding and decoding, compression, projection and display. Contains approximately 50 highly illustrated articles printed in full colour throughout Over 50 Contributors from Europe, US and Asia from academia and industry The 3 volumes are organized thematically for enhanced usability: Volume 1: Image Capture and Storage; Volume 2: Image Display and Reproduction, Hardcopy Technology, Halftoning and Physical Evaluation, Models for Halftone Reproduction; Volume 3: Imaging System Applications, Media Imaging, Remote Imaging, Medical and Forensic Imaging 3 Volumes www.handbookofdigitalimaging.com