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" Advances in signal processing and intelligent recognition systems : "
Sabu M. Thampi, Oge Marques, Sri Krishnan, Kuan-Ching Li, Domenico Ciuonzo, Maheshkumar H. Kolekar (eds.).
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BL
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| Record Number
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891234
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| Main Entry
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International Symposium on Advances in Signal Processing and Intelligent Recognition Systems(4th :2018 :, Bangalore, India)
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| Title & Author
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Advances in signal processing and intelligent recognition systems : : 4th International Symposium SIRS 2018, Bangalore, India, September 19-22, 2018, Revised selected papers /\ Sabu M. Thampi, Oge Marques, Sri Krishnan, Kuan-Ching Li, Domenico Ciuonzo, Maheshkumar H. Kolekar (eds.).
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| Publication Statement
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Singapore :: Springer,, 2019.
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| Series Statement
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Communications in Computer and Information Science,; 968
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1 online resource (xxiv, 466 pages) :: illustrations (some color)
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| ISBN
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9789811357589
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: 9811357587
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9789811357572
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| Contents
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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
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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
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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
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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
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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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| Abstract
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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.
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| Subject
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Pattern recognition systems, Congresses.
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Signal processing-- Digital techniques, Congresses.
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Pattern recognition systems.
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Signal processing-- Digital techniques.
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| Dewey Classification
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621.382/2
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| LC Classification
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TK5102.9
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| Added Entry
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Ciuonzo, Domenico
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Kolekar, Maheshkumar H.,1972-
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Krishnan, Sri
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Li, Kuan-Ching
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Marques, Oge
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Thampi, Sabu M.
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| Parallel Title
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SIRS 2018
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