Describes the application of an artificialneural network, the multi-layer perceptron, to the problem of extracting the position of the eyes from a head and shoulders type image. The multi-layer perceptron is describe...
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Describes the application of an artificialneural network, the multi-layer perceptron, to the problem of extracting the position of the eyes from a head and shoulders type image. The multi-layer perceptron is described and various architectures of network are considered. The nature of the training data required for the network is discussed, including the size of the input image and the use of whole or partial images for training. Results on both still and moving pictures have been obtained. Attempts have been made to extend the process to a generalised solution which will detect the position of the eyes in any head and shoulders image. The most successful network can be trained on five frames of a moving sequence, and is then able to track the eyes through the rest of the sequence with hardly any problems.< >
作者：
Schoonees, J.A.CSIR
Div for Microelectron & Commun Technol Pretoria S Afr
An introduction to artificialneural network models is presented, along with an overview of their practical application and potential applications in signal processing. Successful neural network implementations are de...
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ISBN:
(纸本)0879427094
An introduction to artificialneural network models is presented, along with an overview of their practical application and potential applications in signal processing. Successful neural network implementations are described and their performances are compared to those of more traditional signal processing implementations. The Hopfield net, self-organizing feature maps, and the multilayer perceptron are reviewed. Implementation of neural nets in speech synthesis, speech recognition, target identification, imageprocessing, pattern matching, error-correction coding, and neurocomputing are reported. Several ICs currently in production are briefly mentioned.
An introduction to artificialneural network models is presented, along with an overview of their practical application and potential applications in signal processing. Successful neural network implementations are de...
详细信息
An introduction to artificialneural network models is presented, along with an overview of their practical application and potential applications in signal processing. Successful neural network implementations are described and their performances are compared to those of more traditional signal processing implementations. The Hopfield net, self-organizing feature maps, and the multilayer perceptron are reviewed. Implementation of neural nets in speech synthesis, speech recognition, target identification, imageprocessing, pattern matching, error-correction coding, and neurocomputing are reported. Several ICs in production are briefly mentioned.< >
This paper uses a powerful three stage mapping methodology to realize highly concurrent systolic array processor architectures for imageprocessing. The paper addresses the issues of designing special purpose systolic...
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Proceedings include 72 papers dealing with various applications of computers and computer techniques in aerospace engineering. Topics considered include: robots, computer software and hardware, sensors, space vehicles...
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Proceedings include 72 papers dealing with various applications of computers and computer techniques in aerospace engineering. Topics considered include: robots, computer software and hardware, sensors, space vehicles, communication satellites, fuzzy logic, expert systems, computer metatheory, avionics, military and commercial aircraft, computer protocols, reusability of software, helicopters, fault-tolerance capability, VLSI and LSI integrated circuitry, computer memories, artificial intelligence, knowledge engineering, data processing and acquisition, signal and imageprocessing, multiprocessing, neuralnetworks, flight control, computer simulation, polynomial approximations, computer workshops, and cost estimation tools.
This book gathers the proceedings of the 21st Engineering applications of neuralnetworksconference, which is supported by the International neuralnetworks Society (INNS). artificial Intelligence (AI) has been follo...
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ISBN:
(数字)9783030487911
ISBN:
(纸本)9783030487904
This book gathers the proceedings of the 21st Engineering applications of neuralnetworksconference, which is supported by the International neuralnetworks Society (INNS). artificial Intelligence (AI) has been following a unique course, characterized by alternating growth spurts and “AI winters.” Today, AI is an essential component of the fourth industrial revolution and enjoying its heyday. Further, in specific areas, AI is catching up with or even outperforming human beings. This book offers a comprehensive guide to AI in a variety of areas, concentrating on new or hybrid AI algorithmic approaches with robust applications in diverse sectors.;One of the advantages of this book is that it includes robust algorithmic approaches and applications in a broad spectrum of scientific fields, namely the use of convolutional neuralnetworks (CNNs), deep learning and LSTM in robotics/machine vision/engineering/imageprocessing/medical systems/the environment; machine learning and meta learning applied to neurobiological modeling/optimization; state-of-the-art hybrid systems; and the algorithmic foundations of artificialneuralnetworks.
This 5-volume set (CCIS 214-CCIS 218) constitutes the refereed proceedings of the International conference on Computer Science, Environment, Ecoinformatics, and Education, CSEE 2011, held in Wuhan, China, in July 2011...
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ISBN:
(数字)9783642233579
ISBN:
(纸本)9783642233562
This 5-volume set (CCIS 214-CCIS 218) constitutes the refereed proceedings of the International conference on Computer Science, Environment, Ecoinformatics, and Education, CSEE 2011, held in Wuhan, China, in July 2011.
The 525 revised full papers presented in the five volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on information security, intelligent information, neuralnetworks, digital library, algorithms, automation, artificial intelligence, bioinformatics, computer networks, computational system, computer vision, computer modelling and simulation, control, databases, data mining, e-learning, e-commerce, e-business, imageprocessing, information systems, knowledge management and knowledge discovering, mulitimedia and its apllication, management and information system, moblie computing, natural computing and computational intelligence, open and innovative education, pattern recognition, parallel and computing, robotics, wireless network, web application, other topics connecting with computer, environment and ecoinformatics, modeling and simulation, environment restoration, environment and energy, information and its influence on environment, computer and ecoinformatics, biotechnology and biofuel, as well as biosensors and bioreactor.
This three-volume set, LNCS 15788-15790, constitutes the refereed proceedings of the 17th International conference on Virtual, Augmented and Mixed Reality, VAMR 2025, held as part of the 27th International conference ...
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ISBN:
(数字)9783031937125
ISBN:
(纸本)9783031937118
This three-volume set, LNCS 15788-15790, constitutes the refereed proceedings of the 17th International conference on Virtual, Augmented and Mixed Reality, VAMR 2025, held as part of the 27th International conference on Human-Computer Interaction, HCii 2025, in Gothenburg, Sweden, during June 22–27, 2025.
The total of 1430 papers and 355 posters included in the HCii 2025 proceedings were carefully reviewed and selected from 7972 submissions.
The papers presented in these three volumes are organized in the following topical sections::
Part I: Designing and Developing Virtual Environments; UX in Virtual Environments
Part ii: VR, Culture, Art and Entertainment; Social Interaction and Wellbeing in Virtual Environments
Part iiI: VR Games; Virtual Environments for Learning, Training and Professional Development; Multimodal Interaction in Virtual Environments
The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International conference on artificialneuralnetworks, ICANN 2012, held in Lausanne, Switzerland, in September 2012. The 162 papers included...
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ISBN:
(数字)9783642332661
ISBN:
(纸本)9783642332654
The two-volume set LNCS 7552 + 7553 constitutes the proceedings of the 22nd International conference on artificialneuralnetworks, ICANN 2012, held in Lausanne, Switzerland, in September 2012.
The 162 papers included in the proceedings were carefully reviewed and selected from 247 submissions. They are organized in topical sections named: theoretical neural computation; information and optimization; from neurons to neuromorphism; spiking dynamics; from single neurons to networks; complex firing patterns; movement and motion; from sensation to perception; object and face recognition; reinforcement learning; bayesian and echo state networks; recurrent neuralnetworks and reservoir computing; coding architectures; interacting with the brain; swarm intelligence and decision-making; mulitlayer perceptrons and kernel networks; training and learning; inference and recognition; support vector machines; self-organizing maps and clustering; clustering, mining and exploratory analysis; bioinformatics; and time weries and forecasting.
This book describes new theories and applications of artificialneuralnetworks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of me...
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ISBN:
(数字)9783030013288
ISBN:
(纸本)9783030013271;9783030131708
This book describes new theories and applications of artificialneuralnetworks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neuralnetworks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XX International conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.
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