عنوان
پدید آورنده
موضوع
رده
TA1634 .A38 2018eb
TA1634
.
A38
2018eb
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
3319777696
(Number (ISBN
331977770X
(Number (ISBN
9783319777696
(Number (ISBN
9783319777702
Erroneous ISBN
3319777696
Erroneous ISBN
9783319777696
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Advanced topics on computer vision, control and robotics in mechatronics /
General Material Designation
[Book]
First Statement of Responsibility
Osslan Osiris Vergara Villegas, Manuel Nandayapa, Israel Soto, editors.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
[2018]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource
CONTENTS NOTE
Text of Note
Intro; Preface; Contents; Computer Vision; 1 Denoising of Ultrasound Medical Images Using the DM6437 High-Performance Digital Media Processor; Abstract; 1.1 Introduction; 1.2 Literature Review; 1.3 Methods; 1.3.1 Ultrasound Image Formation; 1.3.1.1 B-Mode; 1.3.1.2 Speckle Noise; 1.3.2 Despeckling Filters; 1.3.2.1 Median Filter; 1.3.2.2 Lee Filter; 1.3.2.3 Kuan Filter; 1.3.2.4 Frost Filter; 1.3.2.5 SRAD Filter; 1.3.3 Description of the TMS320DM6437 Digital Media Processor; 1.3.3.1 DSP Core Description; 1.3.3.2 Evaluation Module; 1.3.3.3 Memory Map; 1.3.4 Metrics; 1.4 Results.
Text of Note
1.4.1 Experiments on Synthetic Data1.4.2 Experiments on Real Data; 1.5 Conclusions; References; 2 Morphological Neural Networks with Dendritic Processing for Pattern Classification; Abstract; 2.1 Introduction; 2.2 Basics on MNNDPs; 2.3 Training Algorithms; 2.3.1 Elimination and Merging Methods; 2.3.1.1 Elimination Method; 2.3.1.2 Merging Method; 2.3.2 Divide and Conquer Methods; 2.3.2.1 Divide and Conquer Method; 2.3.2.2 Linear Divide and Conquer Method; 2.3.3 Evolutionary-Based Methods; 2.3.4 Other Related Works; 2.4 Comparison; 2.4.1 Results with Synthetic Data; 2.4.2 Results with Real Data.
Text of Note
2.5 Summary, Conclusions, and Present and Future ResearchAcknowledgements; References; 3 Mobile Augmented Reality Prototype for the Manufacturing of an All-Terrain Vehicle; Abstract; 3.1 Introduction; 3.2 All-Terrain Vehicles; 3.3 Literature Review; 3.4 Proposed Methodology; 3.4.1 Selection of Development Tools; 3.4.2 Selection and Design of 3D Models; 3.4.3 Markers Design; 3.4.4 Development of the MAR Application; 3.4.4.1 Welding Inspection; 3.4.4.2 Measuring Critical Dimensions; 3.4.4.3 Accessories Mounting; 3.4.5 GUI Design; 3.4.5.1 Scene Creation in Unity; 3.5 Experimental Results.
Text of Note
3.5.1 Scope of Markers Detection3.5.2 Survey for Users; 3.5.3 Discussion; 3.6 Conclusions; References; 4 Feature Selection for Pattern Recognition: Upcoming Challenges; Abstract; 4.1 Introduction; 4.2 Theoretical Context and State of the Art; 4.2.1 Statistical-Based Methods for Feature Selection; 4.2.1.1 Statistical Measures; 4.2.1.2 Statistical-Based Methods: State of the Art; 4.2.2 Information Theory-Based Methods; 4.2.2.1 Basic Concepts; 4.2.2.2 Information Theory-Based Methods: State of the Art; 4.2.3 Similarity-Based Methods; 4.2.3.1 Similarity-Basic Concepts.
Text of Note
4.2.3.2 Similarity-Based Methods: State of the Art4.2.4 Neural Networks-Based Feature Selection; 4.2.4.1 Basic Concepts; 4.2.4.2 Artificial Neural Networks Methods for Feature Selection: State of the Art; 4.2.5 Sparse Learning Methods for Feature Selection; 4.2.5.1 Introductory Concepts; 4.2.5.2 Sparse Learning-Based Methods: State of the Art; 4.3 Summary of Methods and Their Capability to Handle Chronologically Linked Data; 4.4 Upcoming Challenges; 4.4.1 Characteristics of Chronologically Linked Data; 4.4.2 Challenges for Feature Selection Algorithms; 4.5 Conclusions; References.
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SUMMARY OR ABSTRACT
Text of Note
The field of mechatronics (which is the synergistic combination of precision mechanical engineering, electronic control and systems thinking in the design of products and manufacturing processes) is gaining much attention in industries and academics. It was detected that the topics of computer vision, control and robotics are imperative for the successful of mechatronics systems. This book includes several chapters which report successful study cases about computer vision, control and robotics. The readers will have the latest information related to mechatronics, that contains the details of implementation, and the description of the test scenarios.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9783319777702
OTHER EDITION IN ANOTHER MEDIUM
Title
Advanced topics on computer vision, control and robotics in mechatronics.
International Standard Book Number
9783319777696
TOPICAL NAME USED AS SUBJECT
Computer vision.
Control theory.
Mechatronics.
Robotics.
Automatic control engineering.
Computer vision.
COMPUTERS-- General.
Control theory.
Mechatronics.
Robotics.
(SUBJECT CATEGORY (Provisional
COM-- 000000
TJFM
DEWEY DECIMAL CLASSIFICATION
Number
006
.
3/7
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TA1634
Book number
.
A38
2018eb
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Nandayapa, Manuel
Soto, Israel
Villegas, Osslan Ois Vergara
ORIGINATING SOURCE
Date of Transaction
20200823112530.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
