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Moving Detection Using Cellular Neural Network Cnn
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Book Synopsis Moving Detection Using Cellular Neural Network (CNN) by : Prema Latha Subramaniam
Download or read book Moving Detection Using Cellular Neural Network (CNN) written by Prema Latha Subramaniam and published by . This book was released on 2008 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: Detecting moving objects is a key component of an automatic visual surveillance and tracking system. Previous motion-based moving object detection approaches often use background subtraction and inter-frame difference or three-frame difference, which are complicated and takes long time. In this paper, we proposed a simple and fast method to detect a moving object using Cellular Neural Network. The main idea in Cellular Neural Network is that connection is allowed between adjacent units only. This paper comprises the implementation of the basic templates available in Cellular Neural Network. The templates are programmed in MATLAB. There are few rules in Cellular Neural Network that has to be implemented when programming the templates, such as the state equation, output equation, boundary condition and also the initial value. These templates are combined to create the most ideal algorithm to detect a moving object in an image. A video of a bouncing ball is recorded using a static camera. The video then are segmented into images using SC Video Developer. Ten images are selected to be used in this project. The algorithm created is used to detect the ball in the images. This paper also includes the use of Image Processing Toolbox in MATLAB. An analysis is conducted by comparing the ball's position in each image according to the time. This analysis indicates whether the object has shifted position or moved in the images. The efficiency of the result for this paper is 85%.
Book Synopsis Motion Detection Using Cellular Neural Networks by : Gurmeet Singh
Download or read book Motion Detection Using Cellular Neural Networks written by Gurmeet Singh and published by . This book was released on 1995 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Cellular Neural Networks and Their Applications by : Ronald Tetzlaff
Download or read book Cellular Neural Networks and Their Applications written by Ronald Tetzlaff and published by World Scientific. This book was released on 2002 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume covers the fundamental theory of Cellular Neural Networks as well as their applications in various fields such as science and technology. It contains all 83 papers of the 7th International Workshop on Cellular Neural Networks and their Applications. The workshop follows a biennial series of six workshops consecutively hosted in Budapest (1990), Munich, Rome, Seville, London and Catania (2000).
Book Synopsis Cellular Neural Networks And Their Applications: Procs Of The 7th Ieee Int'l Workshop by : Ronald Tetzlaff
Download or read book Cellular Neural Networks And Their Applications: Procs Of The 7th Ieee Int'l Workshop written by Ronald Tetzlaff and published by World Scientific. This book was released on 2002-07-08 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume covers the fundamental theory of Cellular Neural Networks as well as their applications in various fields such as science and technology. It contains all 83 papers of the 7th International Workshop on Cellular Neural Networks and their Applications. The workshop follows a biennial series of six workshops consecutively hosted in Budapest (1990), Munich, Rome, Seville, London and Catania (2000).
Book Synopsis Cellular Neural Networks and Analog VLSI by : Leon Chua
Download or read book Cellular Neural Networks and Analog VLSI written by Leon Chua and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 105 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cellular Neural Networks and Analog VLSI brings together in one place important contributions and up-to-date research results in this fast moving area. Cellular Neural Networks and Analog VLSI serves as an excellent reference, providing insight into some of the most challenging research issues in the field.
Book Synopsis Cellular Neural Networks and Visual Computing by : Leon O. Chua
Download or read book Cellular Neural Networks and Visual Computing written by Leon O. Chua and published by Cambridge University Press. This book was released on 2002-05-30 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cellular Nonlinear/neural Network (CNN) technology is both a revolutionary concept and an experimentally proven new computing paradigm. Analogic cellular computers based on CNNs are set to change the way analog signals are processed and are paving the way to an analog computing industry. This unique undergraduate level textbook includes many examples and exercises, including CNN simulator and development software accessible via the Internet. It is an ideal introduction to CNNs and analogic cellular computing for students, researchers and engineers from a wide range of disciplines. Although its prime focus is on visual computing, the concepts and techniques described in the book will be of great interest to those working in other areas of research including modeling of biological, chemical and physical processes. Leon Chua, co-inventor of the CNN, and Tamás Roska are both highly respected pioneers in the field.
Book Synopsis Sensors and Microsystems by : Natale C. Di
Download or read book Sensors and Microsystems written by Natale C. Di and published by World Scientific. This book was released on 2009 with total page 567 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects a number of papers presented at the 13th Italian Conference on Sensors and Microsystems. It provides a unique perspective on the research and development of sensors, microsystems and related technologies in Italy. Besides the scientific value of the papers, this book offers a unique source of data to analysts that intend to survey the Italian situation on sensors and microsystems.
Book Synopsis Neural Nets Wirn Vietri - 93, Proceedings Of Sixth Italian Workshop by : E R Caianiello
Download or read book Neural Nets Wirn Vietri - 93, Proceedings Of Sixth Italian Workshop written by E R Caianiello and published by World Scientific. This book was released on 1994-04-06 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings of this workshop include invited lectures by Professors Stan Gielen and Lotfi Zadeh. The workshop was the last to be organised by the late Professor Eduardo R. Cainello, known worldwide for his fundamental contributions to cybernetics and theoretical physics, and to whom this volume is dedicated.
Book Synopsis Neural Information Processing and VLSI by : Bing J. Sheu
Download or read book Neural Information Processing and VLSI written by Bing J. Sheu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Information Processing and VLSI provides a unified treatment of this important subject for use in classrooms, industry, and research laboratories, in order to develop advanced artificial and biologically-inspired neural networks using compact analog and digital VLSI parallel processing techniques. Neural Information Processing and VLSI systematically presents various neural network paradigms, computing architectures, and the associated electronic/optical implementations using efficient VLSI design methodologies. Conventional digital machines cannot perform computationally-intensive tasks with satisfactory performance in such areas as intelligent perception, including visual and auditory signal processing, recognition, understanding, and logical reasoning (where the human being and even a small living animal can do a superb job). Recent research advances in artificial and biological neural networks have established an important foundation for high-performance information processing with more efficient use of computing resources. The secret lies in the design optimization at various levels of computing and communication of intelligent machines. Each neural network system consists of massively paralleled and distributed signal processors with every processor performing very simple operations, thus consuming little power. Large computational capabilities of these systems in the range of some hundred giga to several tera operations per second are derived from collectively parallel processing and efficient data routing, through well-structured interconnection networks. Deep-submicron very large-scale integration (VLSI) technologies can integrate tens of millions of transistors in a single silicon chip for complex signal processing and information manipulation. The book is suitable for those interested in efficient neurocomputing as well as those curious about neural network system applications. It has been especially prepared for use as a text for advanced undergraduate and first year graduate students, and is an excellent reference book for researchers and scientists working in the fields covered.
Book Synopsis Advanced Motion Control and Sensing for Intelligent Vehicles by : Li Li
Download or read book Advanced Motion Control and Sensing for Intelligent Vehicles written by Li Li and published by Springer Science & Business Media. This book was released on 2007-11-24 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the latest information in intelligent vehicle control and intelligent transportation. Detailed discussions of vehicle dynamics and ground-vehicle interactions are provided for the modeling, simulation and control of vehicles. It includes an extensive review of past and current research achievements in the intelligent vehicle motion control and sensory field, and the book provides a careful assessment of future developments.
Book Synopsis Cell Movement in Health and Disease by : Michael Schnoor
Download or read book Cell Movement in Health and Disease written by Michael Schnoor and published by Academic Press. This book was released on 2022-03-30 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cell Movement in Health and Disease brings the several scientific domains related to the phenomena together, establishing a consistent foundation for researchers in this exciting field. The content is presented in four main section. The first explores the foundations of Cell Movement, including overviews of cellular structure, signaling, physiology, motion-related proteins, and the interface with the cellular membrane. The second part covers the biological aspects of cellular movement, starting with chemical and mechanical sensing, describing the types of cell movement, mechanics at cell level, cell physiology, collective behavior, and the connections with the extracellular matrix. The following chapters provide an overview of the molecular machinery involved and cell-type specific movement. The third part of the book is dedicated to the translational aspects of cell movement, highlighting the key conditions associated with cell movement dysfunction, like cell invasion in cancer, wound healing, developmental issues, neurological dysfunctions, and immune response. The final part of the book covers key methods and modeling tools for cell movement research, including predictive mathematical models, in vitro and in vivo methods, biophysical and bioinformatics tools. Cell Movement in Health and Disease is the ideal reference for scientists from different backgrounds converging to expand the understanding of this key cellular process. Cellular and molecular biologists will gain a better understanding of the physical principals operating at cellular level while biophysicist and biomedical engineers will benefit from the solid biology foundation provided by the book. Combines Biology, Physics and Modeling of cellular movement in one single source Updated with the current understanding of the field Includes key research methods for cell movement investigation Cover translational aspects of cellular movement
Book Synopsis Cellular Neural Networks, Multi-scroll Chaos and Synchronization by : M?tak E. Yalin
Download or read book Cellular Neural Networks, Multi-scroll Chaos and Synchronization written by M?tak E. Yalin and published by World Scientific. This book was released on 2005 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: For engineering applications that are based on nonlinear phenomena, novel information processing systems require new methodologies and design principles. This perspective is the basis of the three cornerstones of this book: cellular neural networks, chaos and synchronization. Cellular neural networks and their universal machine implementations offer a well-established platform for processing spatial-temporal patterns and wave computing. Multi-scroll circuits are generalizations to the original Chua's circuit, leading to chip implementable circuits with increasingly complex attractors. Several applications make use of synchronization techniques for nonlinear systems. A systematic overview is given for Lur'e representable systems with global synchronization criteria for master-slave and mutual synchronization, robust synchronization, HV synchronization, time-delayed systems and impulsive synchronization.
Book Synopsis Cellular Neural Networks by : Angela Slavova
Download or read book Cellular Neural Networks written by Angela Slavova and published by Nova Publishers. This book was released on 2004 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with new theoretical results for studyingCellular Neural Networks (CNNs) concerning its dynamical behavior. Newaspects of CNNs' applications are developed for modelling of somefamous nonlinear partial differential equations arising in biology, genetics, neurophysiology, physics, ecology, etc. The analysis ofCNNs' models is based on the harmonic balance method well known incontrol theory and in the study of electronic oscillators. Suchphenomena as hysteresis, bifurcation and chaos are studied for CNNs.The topics investigated in the book involve several scientificdisciplines, such as dynamical systems, applied mathematics, mathematical modelling, information processing, biology andneurophysiology. The reader will find comprehensive discussion on thesubject as well as rigorous mathematical analyses of networks ofneurons from the view point of dynamical systems. The text is writtenas a textbook for senior undergraduate and graduate students inapplied mathematics. Providing a summary of recent results on dynamicsand modelling of CNNs, the book will also be of interest to allresearchers in the area.
Download or read book Proceedings written by and published by . This book was released on 2005 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Hybrid Information Systems by : Ajith Abraham
Download or read book Hybrid Information Systems written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2002-08-06 with total page 756 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hybrid intelligent systems are becoming a very important problem-solving methodology affecting researchers and practitioners in areas ranging from science and technology to business and commerce. This volume focuses on the hybridization of different soft computing technologies and their interactions with hard computing techniques, other intelligent computing frameworks, and agents. Topics covered include: genetic-neurocomputing, neuro-fuzzy systems, genetic-fuzzy systems, genetic-fuzzy neurocomputing, hybrid optimization techniques, interaction with intelligent agents, fusion of soft computing and hard computing techniques, other intelligent systems and hybrid systems applications. The different contributions were presented at the first international workshop on hybrid intelligent systems (HIS1) in Adelaide, Australia.
Author :George Washington University. Department of Electrical Engineering and Computer Science Publisher :Piscataway, NJ : Institute of Electrical and Electronics Engineers ISBN 13 : Total Pages :858 pages Book Rating :4.:/5 (318 download)
Book Synopsis Proceedings of the 35th Midwest Symposium on Circuits and Systems by : George Washington University. Department of Electrical Engineering and Computer Science
Download or read book Proceedings of the 35th Midwest Symposium on Circuits and Systems written by George Washington University. Department of Electrical Engineering and Computer Science and published by Piscataway, NJ : Institute of Electrical and Electronics Engineers. This book was released on 1992 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Cellular Neural Networks by : Tamás Roska
Download or read book Cellular Neural Networks written by Tamás Roska and published by Wiley. This book was released on 1994-01-25 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cellular Neural Networks Edited by T. Roska, Computer & Automation Institute, Hungarian Academy of Sciences J. Vandewalle, Katholieke Universiteit Leuven, Belgium Written by a team of well-known researchers, this unique book and software package covers all the recent developments in, and applications of, cellular neural networks. The text is divided into four sections, detailing the theory, VLSI realization, design tools and applications of CNNs. Features include: The design of high-speed, high-density CNNs in CMOS technology. Testability in analogue cellular neural networks. The practical applications of CNNs including the detection of moving and stationary objects, and the use of cellular neural networks for solving specific image-processing problems. A versatile CNN software simulator accompanies the book. Designed for standard PCs under MS DOS, this user-friendly program allows users to visualize and test their own ideas. The 3.5" disk and user’s manual form an essential part of this package. The wide-ranging applications of cellular neural networks and the ease of VLSI implementation have ensured that CNNs are now a major new research area. This comprehensive package will provide valuable guidance for advanced students and researchers in electrical and electronic engineering and computer science. Neurobilogists and mathematicians will also find the package appealing.
