Author: Jaenam ChoiPublisher:
ISBN:
Category : Image processing
Languages : en
Pages : 336
Book Description
A Comparison of Image Compression Techniques Using Neural Networks and Principal Component Analysis
Author: Jaenam ChoiPublisher:
ISBN:
Category : Image processing
Languages : en
Pages : 336
Book Description
IJCNN, International Joint Conference on Neural Networks
Author: Institute of Electrical and Electronics EngineersPublisher:
ISBN:
Category : Artificial intelligence
Languages : en
Pages : 956
Book Description
Sixth International Conferencew on Information Technology
Author: Publisher: Allied Publishers
ISBN: 9788177645583
Category :
Languages : en
Pages : 658
Book Description
Handbook of Research on Intelligent Data Processing and Information Security Systems
Author: Bilan, Stepan MykolayovychPublisher: IGI Global
ISBN: 1799812928
Category : Computers
Languages : en
Pages : 434
Book Description
Intelligent technologies have emerged as imperative tools in computer science and information security. However, advanced computing practices have preceded new methods of attacks on the storage and transmission of data. Developing approaches such as image processing and pattern recognition are susceptible to breaches in security. Modern protection methods for these innovative techniques require additional research. The Handbook of Research on Intelligent Data Processing and Information Security Systems provides emerging research exploring the theoretical and practical aspects of cyber protection and applications within computer science and telecommunications. Special attention is paid to data encryption, steganography, image processing, and recognition, and it targets professionals who want to improve their knowledge in order to increase strategic capabilities and organizational effectiveness. As such, this book is ideal for analysts, programmers, computer engineers, software engineers, mathematicians, data scientists, developers, IT specialists, academicians, researchers, and students within fields of information technology, information security, robotics, artificial intelligence, image processing, computer science, and telecommunications.
Proceedings of International Conference on Recent Trends in Computing
Author: Rajendra Prasad MahapatraPublisher: Springer Nature
ISBN: 9819717248
Category :
Languages : en
Pages : 827
Book Description
Handbook of Neural Computing Applications
Author: Alianna J. MarenPublisher: Academic Press
ISBN: 148326484X
Category : Computers
Languages : en
Pages : 472
Book Description
Handbook of Neural Computing Applications is a collection of articles that deals with neural networks. Some papers review the biology of neural networks, their type and function (structure, dynamics, and learning) and compare a back-propagating perceptron with a Boltzmann machine, or a Hopfield network with a Brain-State-in-a-Box network. Other papers deal with specific neural network types, and also on selecting, configuring, and implementing neural networks. Other papers address specific applications including neurocontrol for the benefit of control engineers and for neural networks researchers. Other applications involve signal processing, spatio-temporal pattern recognition, medical diagnoses, fault diagnoses, robotics, business, data communications, data compression, and adaptive man-machine systems. One paper describes data compression and dimensionality reduction methods that have characteristics, such as high compression ratios to facilitate data storage, strong discrimination of novel data from baseline, rapid operation for software and hardware, as well as the ability to recognized loss of data during compression or reconstruction. The collection can prove helpful for programmers, computer engineers, computer technicians, and computer instructors dealing with many aspects of computers related to programming, hardware interface, networking, engineering or design.
Principal Component Neural Networks
Author: K. I. DiamantarasPublisher: Wiley-Interscience
ISBN:
Category : Computers
Languages : en
Pages : 282
Book Description
Systematically explores the relationship between principal component analysis (PCA) and neural networks. Provides a synergistic examination of the mathematical, algorithmic, application and architectural aspects of principal component neural networks. Using a unified formulation, the authors present neural models performing PCA from the Hebbian learning rule and those which use least squares learning rules such as back-propagation. Examines the principles of biological perceptual systems to explain how the brain works. Every chapter contains a selected list of applications examples from diverse areas.
Sixth Brazilian Symposium on Neural Networks
Author: Carlos H. C. RibeiroPublisher: I E E E
ISBN: 9780769508566
Category : Computers
Languages : en
Pages : 314
Book Description
With 46 papers from the November 2000 conference in Rio de Janeiro, this volume represents the work of computer scientists, artificial intelligence researchers, and engineers from around the world. They address issues like neurosymbolic processing, neural computation, scalars, CDMA and TCMA based neural nets, genetic algorithms, PARMA modeling, hierarchical neural models, web text mining, inverse kinematics problems in robot control, image compression, and morphological rules of similarity. Also included are abstracts of 24 other papers, originally written in Portugese or Spanish. Name index only. Annotation copyrighted by Book News, Inc., Portland, OR.
Handbook of Pattern Recognition and Computer Vision
Author: Chi-hau ChenPublisher: World Scientific
ISBN: 9814273384
Category : Computers
Languages : en
Pages : 797
Book Description
Both pattern recognition and computer vision have experienced rapid progress in the last twenty-five years. This book provides the latest advances on pattern recognition and computer vision along with their many applications. It features articles written by renowned leaders in the field while topics are presented in readable form to a wide range of readers. The book is divided into five parts: basic methods in pattern recognition, basic methods in computer vision and image processing, recognition applications, life science and human identification, and systems and technology. There are eight new chapters on the latest developments in life sciences using pattern recognition as well as two new chapters on pattern recognition in remote sensing.
Author: