عنوان
پدید آورنده
موضوع
رده
TK5102.9
TK5102
.
9
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9789811357589
(Number (ISBN
9811357587
Erroneous ISBN
9789811357572
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Advances in signal processing and intelligent recognition systems :
General Material Designation
[Book]
Other Title Information
4th International Symposium SIRS 2018, Bangalore, India, September 19-22, 2018, Revised selected papers /
First Statement of Responsibility
Sabu M. Thampi, Oge Marques, Sri Krishnan, Kuan-Ching Li, Domenico Ciuonzo, Maheshkumar H. Kolekar (eds.).
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Singapore :
Name of Publisher, Distributor, etc.
Springer,
Date of Publication, Distribution, etc.
2019.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xxiv, 466 pages) :
Other Physical Details
illustrations (some color)
SERIES
Series Title
Communications in Computer and Information Science,
Volume Designation
968
ISSN of Series
1865-0929 ;
CONTENTS NOTE
Text of Note
Intro; Preface; Organization; Contents; Intelligent Recognition Techniques and Applications; Deep Learning Locally Trained Wildlife Sensing in Real Acoustic Wetland Environment; 1 Introduction; 2 Tidzam; 2.1 Audio Live Capture Infrastructure; 2.2 Convolutional Expert Based Classifier; 2.3 Semi-supervised Database Generation; 2.4 Novel Class Bootstrapping and Training; 3 Evaluation; 3.1 Datasets; 3.2 Experimental Results; 4 Limitations, Discussions and Applications; 5 Conclusion; References; Classification of Plants Using GIST and LBP Score Level Fusion; Abstract; 1 Introduction
Text of Note
2 Proposed Methodology3 Feature Extraction; 3.1 Gist Features; 3.2 LBP Feature Extraction; 4 Matching Criteria; 4.1 Decision Criteria; 4.2 Evaluation Criteria; 4.3 Score Level Fusion of Leaf Images; 5 Experimental Results; 5.1 Results of GIST Features; 5.2 Results of LBP Features; 5.3 Score Level Fusion of GIST and LBP Features; 5.4 Overall Comparison of System Performance; 6 Conclusion; Acknowledgment; References; Real-Time Poultry Health Identification Using IoT Test Setup, Optimization and Results; Abstract; 1 Introduction; 2 Setup Dimensions for Testing; 3 Data Frequency; 4 Image Analysis
Text of Note
4 Experimental Protocol and Analysis of the Results4.1 Dataset; 4.2 System Parametrization; 4.3 Experimental Results; 5 Conclusions; References; Clickbait Detection Using Swarm Intelligence; Abstract; 1 Introduction; 2 Related Work; 3 Proposed Approach; 3.1 Feature Engineering; 3.2 Algorithm Used; 4 Experimental Setup and Results; 4.1 Experimental Setup; 4.2 Results; 5 Conclusion and Future Work; References; IoT-Enabled Distributed Detection of a Nuclear Radioactive Source via Generalized Score Tests; 1 Introduction; 2 Problem Statement; 3 Fusion Rules; 4 Design of Quantizers
Text of Note
5 Audio Analysis5.1 Study of Mel-Frequency Cepstral Coefficients (MFCC) of Audio Signal; 5.2 MATLAB Simulation and Results; 5.3 KNN -- Machine Learning for Classification; 6 Performance Analysis of Extraction Techniques; 7 Conclusion; References; IoT Based Food Inventory Tracking System; Abstract; 1 Introduction; 2 Related Work; 3 System Architecture; 4 System Implementation; 5 System Results; 6 Conclusion and Future Scope; References; On Acoustic Monitoring of Farm Environments; 1 Introduction; 2 Problem Statement; 3 Sound Classification Framework; 3.1 The Feature Set; 3.2 The Classifiers
Text of Note
5 Numerical Results6 Concluding Remarks and Further Directions; References; Wemotion: A System to Detect Emotion Using Wristbands and Smartphones; 1 Introduction; 2 Related Works; 3 Wemotion; 3.1 The Framework's Overview; 3.2 Data Cleaning; 3.3 Features Extraction; 3.4 Building Classifiers; 3.5 Understanding Emotion and Improving Learning-Teaching Process; 4 Experimental Results; 5 Conclusions; References; Obstacle Detection in Drones Using Computer Vision Algorithm; Abstract; 1 Introduction; 2 Literature Survey; 3 Methodology; 3.1 Median Filtering; 3.2 Harris Corner Detector
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8
8
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SUMMARY OR ABSTRACT
Text of Note
This book constitutes the refereed proceedings of the 4th International Symposium on Advances in Signal Processing and Intelligent Recognition Systems, SIRS 2018, held in Bangalore, India, in September 2018. The 28 revised full papers and 11 revised short papers presented were carefully reviewed and selected from 92 submissions. The papers cover wide research fields including information retrieval, human-computer interaction (HCI), information extraction, speech recognition.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
Springer Nature
Stock Number
com.springer.onix.9789811357589
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9789811357572
International Standard Book Number
9789811357596
PARALLEL TITLE PROPER
Parallel Title
SIRS 2018
TOPICAL NAME USED AS SUBJECT
Pattern recognition systems, Congresses.
Signal processing-- Digital techniques, Congresses.
Pattern recognition systems.
Signal processing-- Digital techniques.
(SUBJECT CATEGORY (Provisional
COM004000
UYQ
UYQ
DEWEY DECIMAL CLASSIFICATION
Number
621
.
382/2
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
TK5102
.
9
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Ciuonzo, Domenico
Kolekar, Maheshkumar H.,1972-
Krishnan, Sri
Li, Kuan-Ching
Marques, Oge
Thampi, Sabu M.
CORPORATE BODY NAME - PRIMARY RESPONSIBILITY
International Symposium on Advances in Signal Processing and Intelligent Recognition Systems(4th :2018 :, Bangalore, India)
ORIGINATING SOURCE
Date of Transaction
20200823233948.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
