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

3D Imaging Technologies—Multi-dimensional Signal Processing and Deep Learning
Author: Lakhmi C. Jain
Publisher: Springer Nature
Total Pages: 341
Release: 2021-10-01
Genre: Technology & Engineering
ISBN: 9811633916

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.

Depth Map and 3D Imaging Applications: Algorithms and Technologies

Depth Map and 3D Imaging Applications: Algorithms and Technologies
Author: Malik, Aamir Saeed
Publisher: IGI Global
Total Pages: 647
Release: 2011-11-30
Genre: Computers
ISBN: 161350327X

Over the last decade, significant progress has been made in 3D imaging research. As a result, 3D imaging methods and techniques are being employed for various applications, including 3D television, intelligent robotics, medical imaging, and stereovision. Depth Map and 3D Imaging Applications: Algorithms and Technologies present various 3D algorithms developed in the recent years and to investigate the application of 3D methods in various domains. Containing five sections, this book offers perspectives on 3D imaging algorithms, 3D shape recovery, stereoscopic vision and autostereoscopic vision, 3D vision for robotic applications, and 3D imaging applications. This book is an important resource for professionals, scientists, researchers, academics, and software engineers in image/video processing and computer vision.

Handbook of Robotic and Image-Guided Surgery

Handbook of Robotic and Image-Guided Surgery
Author: Mohammad Hossein Abedin Nasab
Publisher: Elsevier
Total Pages: 753
Release: 2019-09-25
Genre: Science
ISBN: 0128142464

Handbook of Robotic and Image-Guided Surgery provides state-of-the-art systems and methods for robotic and computer-assisted surgeries. In this masterpiece, contributions of 169 researchers from 19 countries have been gathered to provide 38 chapters. This handbook is 744 pages, includes 659 figures and 61 videos. It also provides basic medical knowledge for engineers and basic engineering principles for surgeons. A key strength of this text is the fusion of engineering, radiology, and surgical principles into one book. - A thorough and in-depth handbook on surgical robotics and image-guided surgery which includes both fundamentals and advances in the field - A comprehensive reference on robot-assisted laparoscopic, orthopedic, and head-and-neck surgeries - Chapters are contributed by worldwide experts from both engineering and surgical backgrounds

From Statistics to Neural Networks

From Statistics to Neural Networks
Author: Vladimir Cherkassky
Publisher: Springer Science & Business Media
Total Pages: 414
Release: 2012-12-06
Genre: Computers
ISBN: 3642791190

The NATO Advanced Study Institute From Statistics to Neural Networks, Theory and Pattern Recognition Applications took place in Les Arcs, Bourg Saint Maurice, France, from June 21 through July 2, 1993. The meeting brought to gether over 100 participants (including 19 invited lecturers) from 20 countries. The invited lecturers whose contributions appear in this volume are: L. Almeida (INESC, Portugal), G. Carpenter (Boston, USA), V. Cherkassky (Minnesota, USA), F. Fogelman Soulie (LRI, France), W. Freeman (Berkeley, USA), J. Friedman (Stanford, USA), F. Girosi (MIT, USA and IRST, Italy), S. Grossberg (Boston, USA), T. Hastie (AT&T, USA), J. Kittler (Surrey, UK), R. Lippmann (MIT Lincoln Lab, USA), J. Moody (OGI, USA), G. Palm (U1m, Germany), B. Ripley (Oxford, UK), R. Tibshirani (Toronto, Canada), H. Wechsler (GMU, USA), C. Wellekens (Eurecom, France) and H. White (San Diego, USA). The ASI consisted of lectures overviewing major aspects of statistical and neural network learning, their links to biological learning and non-linear dynamics (chaos), and real-life examples of pattern recognition applications. As a result of lively interactions between the participants, the following topics emerged as major themes of the meeting: (1) Unified framework for the study of Predictive Learning in Statistics and Artificial Neural Networks (ANNs); (2) Differences and similarities between statistical and ANN methods for non parametric estimation from examples (learning); (3) Fundamental connections between artificial learning systems and biological learning systems.

Control Engineering in Robotics and Industrial Automation

Control Engineering in Robotics and Industrial Automation
Author: Muralindran Mariappan
Publisher: Springer Nature
Total Pages: 287
Release: 2021-08-12
Genre: Technology & Engineering
ISBN: 3030745406

This book is the first research collection by the Malaysian Society for Automatic Control Engineers (MACE). Numerous applications of control engineering, sensor, and instrumentation technology in robotics, industrial automation, and other mechatronic systems are presented in this book. The book begins by introducing control engineering in robotics and industrial automation. It progresses through a series of chapters, discussing the application of control engineering in various areas such as: brake-by-wire technology; web scrubber systems; robot localization; and, autonomous navigation systems. Coverage of swarm robotics behaviors and applications of sensor technology in the field of music, biomedical technology, and structural analysis takes the book beyond its core of mechatronic systems and demonstrates a more diverse application of the ideas it presents. Each chapter provides comprehensive and detailed coverage of the main ideas, design methods, and practical needs of its chosen topic, making this book accessible and useful to researchers, engineers, postgraduates, and undergraduate students.

Cognitive Models and Intelligent Environments for Learning Programming

Cognitive Models and Intelligent Environments for Learning Programming
Author: Enrica Lemut
Publisher: Springer Science & Business Media
Total Pages: 318
Release: 2013-11-11
Genre: Computers
ISBN: 3662113341

At present, there is a general consensus on the nature of learning programming, but there are different opinions on what forms an effective environment for it. It is generally recognized that the development of a mental model is a formidable task for the student and that learning programming is a complex activity that depends heavily on metacognitive skills. This book, based on a NATO workshop, presents both pure cognitive models and experimental learning environments, and discusses what characteristics can make a learning model effective, especially in relation to the learning environment (natural or computerized). The papers cover cognitive models related to different aspects of programming, classes of learners, and types of environment, and are organized in three groups: theoretical and empirical studies on understanding programming, environments for learning programming, and learning programming in school environments. Comprehension, design, construction, testing, debugging, and verification are recognized as interdependent skills, which require complicated analysis and may develop independently, and indifferent orders, in novices. This book shows that there is unlikely to be asingle path from novice to expert and that the structure of the final product (the program) may not constrain the process by which it comes into being as much as some would advocate.

Item Banking: Interactive Testing and Self-Assessment

Item Banking: Interactive Testing and Self-Assessment
Author: Dieudonné Leclercq
Publisher: Springer Science & Business Media
Total Pages: 280
Release: 1993
Genre: Computers
ISBN: 9783540566533

Assessment has long been recognized as a key feature in learning efficacy, especially through formative evaluation. Item banking, the storage and classification of test items, is an essential part of systematic assessment. This volume is based on a NATO Advanced Research Workshop held as part of the Special Programme on Advanced Educational Technology. The workshop brought together scholars from around the world to discuss and critically analyze the issues and problems associated with Subjective Probability Measurement (SPM) or the more generic research area called self-assessment. Recent advances in computer technology (expert systems, interactive video disks, and hypermedia) along with the developing sophistication of self-assessment scoring systems based on SPM made this conference particularly important and timely. The book is divided into three main parts: - The input: item banking and hypermedia - The process: subjective probabilities - The output: teaching and learning feedbacks. In summary, although SPM is a difficult theoretical concept for most educators to comprehend, the sophisticated nature of modern computer systems coupled with comprehensive formative and summative evaluation and self-assessment systems make SPM transparent to the user.

Logic of Computation

Logic of Computation
Author: Helmut Schwichtenberg
Publisher: Springer Science & Business Media
Total Pages: 405
Release: 2012-12-06
Genre: Computers
ISBN: 3642590489

The Marktoberdorf Summer School 1995 'Logic of Computation' was the 16th in a series of Advanced Study Institutes under the sponsorship of the NATO Scientific Affairs Division held in Marktoberdorf. Its scientific goal was to survey recent progress on the impact of logical methods in software development. The courses dealt with many different aspects of this interplay, where major progress has been made. Of particular importance were the following. • The proofs-as-programs paradigm, which makes it possible to extract verified programs directly from proofs. Here a higher order logic or type theoretic setup of the underlying language has developed into a standard. • Extensions of logic programming, e.g. by allowing more general formulas and/or higher order languages. • Proof theoretic methods, which provide tools to deal with questions of feasibility of computations and also to develop a general mathematical understanding of complexity questions. • Rewrite systems and unification, again in a higher order context. Closely related is the now well-established Grabner basis theory, which recently has found interesting applications. • Category theoretic and more generally algebraic methods and techniques to analyze the semantics of programming languages. All these issues were covered by a team of leading researchers. Their courses were grouped under the following headings.