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Computational signal processing and analysis : select proceedings of ICNETS2. Volume I / [edited by] Asoke K. Nandi, N. Sujatha, R. Menaka, John Sahaya Rani Alex

By: Contributor(s): Material type: TextTextSeries: Lecture notes in electrical engineering ; v. 490Publisher: Singapore : Springer, [2018]Copyright date: ℗♭2018Description: 1 online resource : illustrations (some color)Content type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9789811083549
  • 9811083541
Subject(s): Genre/Form: Additional physical formats: Print version:: No titleDDC classification:
  • 621.382/2 23
LOC classification:
  • TK5102.9
Online resources:
Contents:
Intro; Preface; Acknowledgements; Contents; About the Editors; 1 Detecting Happiness in Human Face Using Minimal Feature Vectors; Abstract; 1 Introduction; 2 System Description; 2.1 Facial Detection and Tracking; 2.1.1 Building a CLM Model; 2.2 Searching with CLM; 2.3 Classification; 3 Experimental Results and Discussion; 3.1 Feature Vectors Displacement; 3.2 Training Process; 3.3 Testing Process; 4 Conclusion; Acknowledgements; References; 2 Analysis of Myocardial Ischemia from Cardiac Magnetic Resonance Images Using Adaptive Fuzzy-Based Multiphase Level Set; Abstract; 1 Introduction
2 Location Averaging Technique3 Location Averaged FFT; 4 Location Averaged DCT; 5 Location Averaged DWT; 6 Results and Discussions; 7 Conclusions; References; 8 Robust Detection and Tracking of Objects Using BTC and Cam-Shift Algorithm; Abstract; 1 Introduction; 2 Proposed System; 2.1 BTC Algorithm; 2.2 Viola-Jones Face Detection Algorithm; 2.3 The Cam-Shift Algorithm; 3 Conclusion; References; 9 Effect of Dynamic Mode Decomposition-Based Dimension Reduction Technique on Hyperspectral Image Classification; Abstract; 1 Introduction; 2 Mathematical Background; 2.1 Least Square Denoising
2 Material and Methods2.1 Database; 2.2 Adaptive Fuzzy-Based Multiphase Level Set; 2.3 Similarity Measures; 3 Results and Discussion; 4 Conclusion; References; 3 Diagnosis of Schizophrenia Disorder Using Wasserstein Based Active Contour and Texture Features; Abstract; 1 Introduction; 2 Methodology; 2.1 Wasserstein-Based Active Contour; 2.2 Validation Measures; 2.3 Texture Features; 3 Results and Discussion; 4 Conclusion; References; 4 Anticipatory Postural Adjustments for Balance Control of Ball and Beam System; Abstract; 1 Introduction; 2 System Dynamics; 3 Controller Design
3.1 Time-Domain Specifications3.2 Frequency-Domain Specifications; 3.3 Ziegler-Nichols Tuning Method; 4 Simulation Results and Discussion; 5 Conclusion; References; 5 A New Extended Differential Box-Counting Method by Adopting Unequal Partitioning of Grid for Estimation of Fractal Dimension of Grayscale Images; Abstract; 1 Introduction; 2 Basic Principle of Fractal Dimension and Related Work; 2.1 DBC Approach; 2.2 RDBC Approach; 2.3 IBC Approach; 2.4 IDBC Approach; 3 Proposed Methodology; 3.1 Algorithm Details; 4 Experimental Setup; 4.1 Test on Real Texture Images
4.2 Test on Synthetic Images14.3 Test on Synthetic Images2; 5 Conclusion; Acknowledgements; References; 6 Computing Shortest Path for Transportation Logistics from High-Resolution Satellite Imagery; Abstract; 1 Introduction; 2 Methodology; 2.1 Grey-Level Thresholding; 2.2 Morphological Operation; 2.3 Skeletal Framework of the Road; 2.4 Computing the Shortest Path Between Two Points; 3 Result and Discussion; 4 Conclusion; References; 7 Combined Analysis of Image Processing Transforms with Location Averaging Technique for Facial and Ear Recognition System; Abstract; 1 Introduction
Summary: This book comprises a collection of papers by international experts, presented at the International Conference on NextGen Electronic Technologies (ICNETS2-2017). ICNETS2 encompassed six symposia covering all aspects of electronics and communications engineering domains, including relevant nano/micro materials and devices. Featuring the latest research on computational signal processing and analysis, the book is useful to researchers, professionals, and students working in the core areas of electronics and their applications, especially signal processing, embedded systems, and networking
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Includes bibliographical references

Intro; Preface; Acknowledgements; Contents; About the Editors; 1 Detecting Happiness in Human Face Using Minimal Feature Vectors; Abstract; 1 Introduction; 2 System Description; 2.1 Facial Detection and Tracking; 2.1.1 Building a CLM Model; 2.2 Searching with CLM; 2.3 Classification; 3 Experimental Results and Discussion; 3.1 Feature Vectors Displacement; 3.2 Training Process; 3.3 Testing Process; 4 Conclusion; Acknowledgements; References; 2 Analysis of Myocardial Ischemia from Cardiac Magnetic Resonance Images Using Adaptive Fuzzy-Based Multiphase Level Set; Abstract; 1 Introduction

2 Location Averaging Technique3 Location Averaged FFT; 4 Location Averaged DCT; 5 Location Averaged DWT; 6 Results and Discussions; 7 Conclusions; References; 8 Robust Detection and Tracking of Objects Using BTC and Cam-Shift Algorithm; Abstract; 1 Introduction; 2 Proposed System; 2.1 BTC Algorithm; 2.2 Viola-Jones Face Detection Algorithm; 2.3 The Cam-Shift Algorithm; 3 Conclusion; References; 9 Effect of Dynamic Mode Decomposition-Based Dimension Reduction Technique on Hyperspectral Image Classification; Abstract; 1 Introduction; 2 Mathematical Background; 2.1 Least Square Denoising

2 Material and Methods2.1 Database; 2.2 Adaptive Fuzzy-Based Multiphase Level Set; 2.3 Similarity Measures; 3 Results and Discussion; 4 Conclusion; References; 3 Diagnosis of Schizophrenia Disorder Using Wasserstein Based Active Contour and Texture Features; Abstract; 1 Introduction; 2 Methodology; 2.1 Wasserstein-Based Active Contour; 2.2 Validation Measures; 2.3 Texture Features; 3 Results and Discussion; 4 Conclusion; References; 4 Anticipatory Postural Adjustments for Balance Control of Ball and Beam System; Abstract; 1 Introduction; 2 System Dynamics; 3 Controller Design

3.1 Time-Domain Specifications3.2 Frequency-Domain Specifications; 3.3 Ziegler-Nichols Tuning Method; 4 Simulation Results and Discussion; 5 Conclusion; References; 5 A New Extended Differential Box-Counting Method by Adopting Unequal Partitioning of Grid for Estimation of Fractal Dimension of Grayscale Images; Abstract; 1 Introduction; 2 Basic Principle of Fractal Dimension and Related Work; 2.1 DBC Approach; 2.2 RDBC Approach; 2.3 IBC Approach; 2.4 IDBC Approach; 3 Proposed Methodology; 3.1 Algorithm Details; 4 Experimental Setup; 4.1 Test on Real Texture Images

4.2 Test on Synthetic Images14.3 Test on Synthetic Images2; 5 Conclusion; Acknowledgements; References; 6 Computing Shortest Path for Transportation Logistics from High-Resolution Satellite Imagery; Abstract; 1 Introduction; 2 Methodology; 2.1 Grey-Level Thresholding; 2.2 Morphological Operation; 2.3 Skeletal Framework of the Road; 2.4 Computing the Shortest Path Between Two Points; 3 Result and Discussion; 4 Conclusion; References; 7 Combined Analysis of Image Processing Transforms with Location Averaging Technique for Facial and Ear Recognition System; Abstract; 1 Introduction

Available to OhioLINK libraries

This book comprises a collection of papers by international experts, presented at the International Conference on NextGen Electronic Technologies (ICNETS2-2017). ICNETS2 encompassed six symposia covering all aspects of electronics and communications engineering domains, including relevant nano/micro materials and devices. Featuring the latest research on computational signal processing and analysis, the book is useful to researchers, professionals, and students working in the core areas of electronics and their applications, especially signal processing, embedded systems, and networking

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