3D Imaging Technologies—Multi-dimensional Signal Processing and Deep Learning

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Author :
Publisher : Springer Nature
ISBN 13 : 9811633916
Total Pages : 341 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis 3D Imaging Technologies—Multi-dimensional Signal Processing and Deep Learning by : Lakhmi C. Jain

Download or read book 3D Imaging Technologies—Multi-dimensional Signal Processing and Deep Learning written by Lakhmi C. Jain and published by Springer Nature. This book was released on 2021-10-01 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents high-quality research in the field of 3D imaging technology. The second edition of International Conference on 3D Imaging Technology (3DDIT-MSP&DL) continues the good traditions already established by the first 3DIT conference (IC3DIT2019) to provide a wide scientific forum for researchers, academia and practitioners to exchange newest ideas and recent achievements in all aspects of image processing and analysis, together with their contemporary applications. The conference proceedings are published in 2 volumes. The main topics of the papers comprise famous trends as: 3D image representation, 3D image technology, 3D images and graphics, and computing and 3D information technology. In these proceedings, special attention is paid at the 3D tensor image representation, the 3D content generation technologies, big data analysis, and also deep learning, artificial intelligence, the 3D image analysis and video understanding, the 3D virtual and augmented reality, and many related areas. The first volume contains papers in 3D image processing, transforms and technologies. The second volume is about computing and information technologies, computer images and graphics and related applications. The two volumes of the book cover a wide area of the aspects of the contemporary multidimensional imaging and the related future trends from data acquisition to real-world applications based on various techniques and theoretical approaches.

Hierarchical Neural Networks for Image Interpretation

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Publisher : Springer
ISBN 13 : 3540451692
Total Pages : 230 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Hierarchical Neural Networks for Image Interpretation by : Sven Behnke

Download or read book Hierarchical Neural Networks for Image Interpretation written by Sven Behnke and published by Springer. This book was released on 2003-11-18 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human performance in visual perception by far exceeds the performance of contemporary computer vision systems. While humans are able to perceive their environment almost instantly and reliably under a wide range of conditions, computer vision systems work well only under controlled conditions in limited domains. This book sets out to reproduce the robustness and speed of human perception by proposing a hierarchical neural network architecture for iterative image interpretation. The proposed architecture can be trained using unsupervised and supervised learning techniques. Applications of the proposed architecture are illustrated using small networks. Furthermore, several larger networks were trained to perform various nontrivial computer vision tasks.

Radar Imaging for Maritime Observation

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Publisher : CRC Press
ISBN 13 : 1315356678
Total Pages : 297 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Radar Imaging for Maritime Observation by : Fabrizio Berizzi

Download or read book Radar Imaging for Maritime Observation written by Fabrizio Berizzi and published by CRC Press. This book was released on 2018-01-24 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the experiences of the Department of Information Engineering of the University of Pisa and the Radar and Surveillance System (RaSS) national laboratory of the National Interuniversity Consortium of Telecommunication (CNIT), Radar Imaging for Maritime Observation presents the most recent results in radar imaging for maritime observation. The book explores both the areas of sea surface remote sensing and maritime surveillance providing key theoretical concepts of SAR and ISAR imaging and more advanced and ad-hoc techniques for applications in maritime scenarios. The book is organized in two sections. The first section discusses the fundamentals of standard SAR/ISAR processing and novel imaging techniques, such as Bistatic, Passive, and, 3D Interferometric ISAR. The second section focuses on the applications and results obtained by processing real data from maritime observations like SAR image processing for oil spill, detection in SAR images and fractal analysis. Useful to both beginners and experts in maritime observation, this book provides several examples of (mainly space-borne) radar imaging of maritime targets. Nevertheless, the same principles and techniques apply to the case of manned or unmanned carriers and to ground and air moving targets.

Measurements-Based Radar Signature Modeling

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Publisher : MIT Press
ISBN 13 : 0262048116
Total Pages : 513 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Measurements-Based Radar Signature Modeling by : Joseph T. Mayhan

Download or read book Measurements-Based Radar Signature Modeling written by Joseph T. Mayhan and published by MIT Press. This book was released on 2024-05-14 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: A high-level text that synthesizes diverse research areas for characterizing objects (targets) from radar data and establishes a novel analysis framework for a class of signal processing techniques useful for high-resolution radar signature modeling. The only text to integrate a diverse body of work on characterizing objects (targets) from radar data into a common analysis framework, this book brings together the results of research papers and technical reports providing improved resolution and precision in radar target signature modeling and target motion solutions. It offers comprehensive coverage related to basic radar concepts, signal representation, and radar measurements; the development of advanced analysis tools essential for high-resolution signature modeling; the development of novel wideband and narrowband radar imaging techniques; the application of 2D spectral estimation theory to wideband signal processing; ultra-wideband scattering phenomenology and sparse-band sensor data fusion; and the integration of field measurements into the radar signature modeling process. The analysis techniques developed in the text provide the framework for a novel approach, called measurements-based modeling (MBM), to model target signatures by incorporating measurement data into the signature model of the target. Extensive examples throughout compare the performance of the new techniques with that of conventional analysis techniques. The first systematic, comprehensive synthesis of wide-ranging research areas for characterizing targets from radar data A deeply researched, lucid presentation enriched by extensive illustrations and examples An essential reference for experts in radar and signal processing, professional engineers in related fields, and graduate students

Through-the-Wall Radar Imaging

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Publisher : CRC Press
ISBN 13 : 1351834037
Total Pages : 647 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Through-the-Wall Radar Imaging by : Moeness G. Amin

Download or read book Through-the-Wall Radar Imaging written by Moeness G. Amin and published by CRC Press. This book was released on 2017-12-19 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through-the-wall radar imaging (TWRI) allows police, fire and rescue personnel, first responders, and defense forces to detect, identify, classify, and track the whereabouts of humans and moving objects. Electromagnetic waves are considered the most effective at achieving this objective, yet advances in this multi-faceted and multi-disciplinary technology require taking phenomenological issues into consideration and must be based on a solid understanding of the intricacies of EM wave interactions with interior and exterior objects and structures. Providing a broad overview of the myriad factors involved, namely size, weight, mobility, acquisition time, aperture distribution, power, bandwidth, standoff distance, and, most importantly, reliable performance and delivery of accurate information, Through-the-Wall Radar Imaging examines this technology from the algorithmic, modeling, experimentation, and system design perspectives. It begins with coverage of the electromagnetic properties of walls and building materials, and discusses techniques in the design of antenna elements and array configurations, beamforming concepts and issues, and the use of antenna array with collocated and distributed apertures. Detailed chapters discuss several suitable waveforms inverse scattering approaches and revolve around the relevance of physical-based model approaches in TWRI along with theoretical and experimental research in 3D building tomography using microwave remote sensing, high-frequency asymptotic modeling methods, synthetic aperture radar (SAR) techniques, impulse radars, airborne radar imaging of multi-floor buildings strategies for target detection, and detection of concealed targets. The book concludes with a discussion of how the Doppler principle can be used to measure motion at a very fine level of detail. The book provides a deep understanding of the challenges of TWRI, stressing its multidisciplinary and phenomenological nature. The breadth and depth of topics covered presents a highly detailed treatment of this potentially life-saving technology.

Recent Advancements in Radar Imaging and Sensing Technology

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Author :
Publisher : MDPI
ISBN 13 : 3036509186
Total Pages : 394 pages
Book Rating : 4.0/5 (365 download)

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Book Synopsis Recent Advancements in Radar Imaging and Sensing Technology by : Piotr Samczynski

Download or read book Recent Advancements in Radar Imaging and Sensing Technology written by Piotr Samczynski and published by MDPI. This book was released on 2021-07-21 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this Printed Edition of Special Issue entitled "Recent Advancements in Radar Imaging and Sensing Technology” was to gather the latest research results in the area of modern radar technology using active and/or radar imaging sensing techniques in different applications, including both military use and a broad spectrum of civilian applications. As a result, the 19 papers that have been published highlighted a variety of topics related to modern radar imaging and microwave sensing technology. The sequence of articles included in the Printed Edition of Special Issue dealt with wide aspects of different applications of radar imaging and sensing technology in the area of topics including high-resolution radar imaging, novel Synthetic Apertura Radar (SAR) and Inverse SAR (ISAR) imaging techniques, passive radar imaging technology, modern civilian applications of using radar technology for sensing, multiply-input multiply-output (MIMO) SAR imaging, tomography imaging, among others.

Intelligent Information Processing II

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Publisher : Springer
ISBN 13 : 0387231528
Total Pages : 550 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Intelligent Information Processing II by : Qing He

Download or read book Intelligent Information Processing II written by Qing He and published by Springer. This book was released on 2006-01-20 with total page 550 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining is the process of posing queries and extracting useful information, patterns and trends previously unknown from large quantities of data [Thu, 00]. It is the process where intelligent tools are applied in order to extract data patterns [JM, 01]. This encompasses a number of different technical approaches, such as cluster analysis, learning classification and association rules, and finding dependencies. Agents are defined as software entities that perform some set of tasks on behalf of users with some degree of autonomy. This research work deals about developing a automated data mining system which encompasses the familiar data mining algorithms using intelligent agents in object oriented databases and proposing a framework. Because the data mining system uses the intelligent agents, a new user will be able to interact with the data mining system without much data mining technical knowledge. This system will automatically select the appropriate data mining technique and select the necessary field needed from the database at the appropriate time without expecting the users to specify the specific technique and the parameters. Also a new framework is proposed for incorporating intelligent agents with automated data mining. One of the major goals in developing this system is to give the control to the computer for learning automatically by using intelligent agents.

Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement

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Publisher : MDPI
ISBN 13 : 3039361422
Total Pages : 570 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement by : Hirokazu Kobayashi

Download or read book Advanced Technology Related to Radar Signal, Imaging, and Radar Cross-Section Measurement written by Hirokazu Kobayashi and published by MDPI. This book was released on 2020-06-16 with total page 570 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radar-related technology is mainly processed within the time and frequency domains but, at the same time, is a multi-dimensional integrated system including a spatial domain for transmitting and receiving electromagnetic waves. As a result of the enormous technological advancements of the pioneers actively discussed in this book, research and development in multi-dimensional undeveloped areas is expected to continue. This book contains state-of-the-art work that should guide your research.

Inverse Synthetic Aperture Radar Imaging With MATLAB Algorithms

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Publisher : John Wiley & Sons
ISBN 13 : 111817805X
Total Pages : 421 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Inverse Synthetic Aperture Radar Imaging With MATLAB Algorithms by : Caner Ozdemir

Download or read book Inverse Synthetic Aperture Radar Imaging With MATLAB Algorithms written by Caner Ozdemir and published by John Wiley & Sons. This book was released on 2012-02-03 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a full representation of Inverse Synthetic Aperture Radar (ISAR) imagery, which is a popular and important radar signal processing tool. The book covers all possible aspects of ISAR imaging. The book offers a fair amount of signal processing techniques and radar basics before introducing the inverse problem of ISAR and the forward problem of Synthetic Aperture Radar (SAR). Important concepts of SAR such as resolution, pulse compression and image formation are given together with associated MATLAB codes. After providing the fundamentals for ISAR imaging, the book gives the detailed imaging procedures for ISAR imaging with associated MATLAB functions and codes. To enhance the image quality in ISAR imaging, several imaging tricks and fine-tuning procedures such as zero-padding and windowing are also presented. Finally, various real applications of ISAR imagery, like imaging the antenna-platform scattering, are given in a separate chapter. For all these algorithms, MATLAB codes and figures are included. The final chapter considers advanced concepts and trends in ISAR imaging.

Scientific and Technical Aerospace Reports

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Publisher :
ISBN 13 :
Total Pages : 902 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1991 with total page 902 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Algorithms for Synthetic Aperture Radar Imagery V

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Publisher : SPIE-International Society for Optical Engineering
ISBN 13 :
Total Pages : 702 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Algorithms for Synthetic Aperture Radar Imagery V by : Edmund G. Zelnio

Download or read book Algorithms for Synthetic Aperture Radar Imagery V written by Edmund G. Zelnio and published by SPIE-International Society for Optical Engineering. This book was released on 1998 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: A presentation of algorithms for synthetic aperture radar imagery. It studies: image formation; image registration and fusion; image quality assessment; and feature extraction.

Target Scattering Mechanism in Polarimetric Synthetic Aperture Radar

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Publisher : Springer
ISBN 13 : 9811072698
Total Pages : 236 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Target Scattering Mechanism in Polarimetric Synthetic Aperture Radar by : Si-Wei Chen

Download or read book Target Scattering Mechanism in Polarimetric Synthetic Aperture Radar written by Si-Wei Chen and published by Springer. This book was released on 2018-04-21 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new and advanced concepts, theories and methodologies in polarimetric synthetic aperture radar (PolSAR) target scattering mechanism modeling and interpretation, which is dedicated to bridge the gap between the acquired data and practical applications. It proposes adaptive and generalized polarimetric target decompositions, to precisely interpret the target scattering mechanisms. Further, it develops a uniform polarimetric matrix rotation theory and a polarimetric coherence pattern visualization and interpretation tool to completely explore and characterize the deep information and target signatures in the rotation domain. Finally, it demonstrates land cover classification, target detection, natural disaster damage investigation and mapping applications which use the novel scattering mechanism investigation tools. The book is a valuable resource for senior undergraduate and postgraduate students, teachers, engineers and researchers in the field of microwave remote sensing, radar polarimetry, imaging radar, and environmental studies.

3D Printing of Optical Components

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Publisher : Springer Nature
ISBN 13 : 3030589609
Total Pages : 307 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis 3D Printing of Optical Components by : Andreas Heinrich

Download or read book 3D Printing of Optical Components written by Andreas Heinrich and published by Springer Nature. This book was released on 2020-11-21 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume reviews the current state of the art in the additive manufacturing of optical componentry, exploring key principles, materials, processes and applications. A short introduction lets readers familiarize themselves with the fundamental principles of the 3D printing method. This is followed by a chapter on commonly-used and emerging materials for printing of optical components, and subsequent chapters are dedicated to specific topics and case studies. The high potential of additive manufactured optical components is presented based on different manufacturing techniques and accompanied with extensive examples – from nanooptics to large scale optics – and taking research and industrial perspectives. Readers are provided with an extensive overview of the new possibilities brought about by this alternative method for optical components manufacture. Finally, the limitations of the method with respect to manufacturing techniques, materials and optical properties of the generated objects are discussed. With contributions from experts in academia and industry, this work will appeal to a wide readership, from undergraduate students through engineers to researchers interested in modern methods of manufacturing optical components.

Advances in Pattern Recognition

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Publisher : Springer Science & Business Media
ISBN 13 : 3540679464
Total Pages : 918 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis Advances in Pattern Recognition by : Francesc J. Ferri

Download or read book Advances in Pattern Recognition written by Francesc J. Ferri and published by Springer Science & Business Media. This book was released on 2000-08-23 with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the joint refereed proceedings of the 8th International Workshop on Structural and Syntactic Pattern Recognition and the 3rd International Workshop on Statistical Techniques in Pattern Recognition, SSPR 2000 and SPR 2000, held in Alicante, Spain in August/September 2000. The 52 revised full papers presented together with five invited papers and 35 posters were carefully reviewed and selected from a total of 130 submissions. The book offers topical sections on hybrid and combined methods, document image analysis, grammar and language methods, structural matching, graph-based methods, shape analysis, clustering and density estimation, object recognition, general methodology, and feature extraction and selection.

Radar and Sonar Imaging and Processing

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Publisher : MDPI
ISBN 13 : 3039439715
Total Pages : 468 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Radar and Sonar Imaging and Processing by : Andrzej Stateczny

Download or read book Radar and Sonar Imaging and Processing written by Andrzej Stateczny and published by MDPI. This book was released on 2021-01-22 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Special Issue “Radar and Sonar Imaging Processing” is a collection of 21 articles exploring many topics related to remote sensing with radar and sonar sensors. In this editorial, we present short introductions of the published articles. The series of articles in this SI deal with a broad profile of aspects of the use of radar and sonar images in line with the latest scientific trends while making use of the latest developments in science, including artificial intelligence. It can be said that both radar and sonar imaging and processing still remain a “hot topic” and much research in this area is being conducted worldwide. New techniques and methods for extracting information from radar and sonar sensors and data have been proposed and verified. Some of these will stimulate further research while others have reached maturity and can be considered for industrial implementation and development.

Control Engineering and Information Systems

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Publisher : CRC Press
ISBN 13 : 1138026859
Total Pages : 1054 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis Control Engineering and Information Systems by : Zhijing Liu

Download or read book Control Engineering and Information Systems written by Zhijing Liu and published by CRC Press. This book was released on 2015-01-19 with total page 1054 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control Engineering and Information Systems contains the papers presented at the 2014 International Conference on Control Engineering and Information Systems (ICCEIS 2014, Yueyang, Hunan, China, 20-22 June 2014). All major aspects of the theory and applications of control engineering and information systems are addressed, including: – Intelligent systems – Teaching cases – Pattern recognition – Industry application – Machine learning – Systems science and systems engineering – Data mining – Optimization – Business process management – Evolution of public sector ICT – IS economics – IS security and privacy – Personal data markets – Wireless ad hoc and sensor networks – Database and system security – Application of spatial information system – Other related areas Control Engineering and Information Systems provides a valuable source of information for scholars, researchers and academics in control engineering and information systems.

Pattern Recognition and String Matching

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Publisher : Springer Science & Business Media
ISBN 13 : 1461302315
Total Pages : 759 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Pattern Recognition and String Matching by : Dechang Chen

Download or read book Pattern Recognition and String Matching written by Dechang Chen and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 759 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research and development of pattern recognition have proven to be of importance in science, technology, and human activity. Many useful concepts and tools from different disciplines have been employed in pattern recognition. Among them is string matching, which receives much theoretical and practical attention. String matching is also an important topic in combinatorial optimization. This book is devoted to recent advances in pattern recognition and string matching. It consists of twenty eight chapters written by different authors, addressing a broad range of topics such as those from classifica tion, matching, mining, feature selection, and applications. Each chapter is self-contained, and presents either novel methodological approaches or applications of existing theories and techniques. The aim, intent, and motivation for publishing this book is to pro vide a reference tool for the increasing number of readers who depend upon pattern recognition or string matching in some way. This includes students and professionals in computer science, mathematics, statistics, and electrical engineering. We wish to thank all the authors for their valuable efforts, which made this book a reality. Thanks also go to all reviewers who gave generously of their time and expertise.