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Computational Vision and Bio Inspired Computing

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Cover of 'Computational Vision and Bio Inspired Computing'

Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Genetic Algorithm Based Hybrid Attribute Selection Using Customized Fitness Function
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    Chapter 2 Application of Evolutionary Particle Swarm Optimization Algorithm in Test Suite Prioritization
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    Chapter 3 An Autonomous Trust Model for Cloud Integrated Framework
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    Chapter 4 Combined Classifier Approach for Offline Handwritten Devanagari Character Recognition Using Multiple Features
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    Chapter 5 Comprehensive Study on Usage of Multi Objectives in Recommender Systems
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    Chapter 6 Visual Analysis of Genetic Algorithms While Solving 0-1 Knapsack Problem
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    Chapter 7 Securing Image Posts in Social Networking Sites
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    Chapter 8 A Types of Multi-granular Nanotopology and Its Applications
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    Chapter 9 Early Detection of Lung Cancer Using Wavelet Feature Descriptor and Feed Forward Back Propagation Neural Networks Classifier
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    Chapter 10 A Study on Fuzzy Weakly Ultra Separation Axioms via Fuzzy $$ \widehat{\varvec{\mu}} $$ Β-Kernel Set
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    Chapter 11 Selection of Algorithms for Pedestrian Detection During Day and Night
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    Chapter 12 Hybrid User Recommendation in Online Social Network
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    Chapter 13 Geometrical Method for Shadow Detection of Static Images
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    Chapter 14 Medical Diagnosis Through Semantic Web
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    Chapter 15 An Algorithm for Text Prediction Using Neural Networks
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    Chapter 16 A Deeper Insight on Developments and Real-Time Applications of Smart Dust Particle Sensor Technology
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    Chapter 17 Comparative Analysis of Biomedical Image Compression Using Oscillation Concept and Existing Methods
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    Chapter 18 Clustering of Trajectory Data Using Hierarchical Approaches
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    Chapter 19 Sentiment Analysis of Twitter Data on Demonetization Using Machine Learning Techniques
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    Chapter 20 Curvelet Based ECG Steganography for Protection of Data
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    Chapter 21 Kernel Based Approaches for Context Based Image Annotatıon
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    Chapter 22 Analysis of Trabecular Structure in Radiographic Bone Images Using Empirical Mode Decomposition and Extreme Learning Machine
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    Chapter 23 Design of an Optimization Routing Model for Real Time Emergency Medical Service System in Chennai Using Fuzzy Techniques
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    Chapter 24 Simulation of Cortical Epileptic Discharge Using Freeman’s KIII Model
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    Chapter 25 Perceptual Features Based Rapid and Robust Language Identification System for Various Indian Classical Languages
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    Chapter 26 Premature Cardiac Verdict Plus Classification of Arrhythmias and Myocardial Ischemia with k -NN Classifier
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    Chapter 27 A Novel Algorithm for Triangulating 2d Point Clouds Using Multi-Dimensional Data Structures and Nearest Neighbour Approach
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    Chapter 28 Cane Free Obstacle Detection Using Sensors and Navigational Guidance Using Augmented Reality for Visually Challenged People
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    Chapter 29 Preprocessing of Lung Images with a Novel Image Denoising Technique for Enhancing the Quality and Performance
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    Chapter 30 Computer Aided Diagnosis of Skin Tumours from Dermal Images
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    Chapter 31 Segmentation of MRI Brain Images and Creation of Structural and Functional Brain Atlas
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    Chapter 32 Noninvasive Assistive Method to Diagnose Arterial Disease-Takayasu’s Arteritis
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    Chapter 33 An Automated Vision Based Change Detection Method for Planogram Compliance in Retail Stores
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    Chapter 34 A Study on Various Quantification Algorithms for Diabetic Retinopathy and Diabetic Maculopathy Grading
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    Chapter 35 Mango Leaf Unhealthy Region Detection and Classification
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    Chapter 36 Personalized Research Paper Recommender System
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    Chapter 37 A Vision Based DCNN for Identify Bottle Object in Indoor Environment
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    Chapter 38 Segmentation of Brain Parts from MRI Image Slices Using Genetic Algorithm
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    Chapter 39 Air Pollution Modelling from Meteorological Parameters Using Artificial Neural Network
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    Chapter 40 Grayscale Image Encryption Based on Symmetric-Key Latin Square Image Cipher (LSIC)
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    Chapter 41 Enhanced Defogging System on Foggy Digital Color Images
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    Chapter 42 Identification of the Risk Factors of Type II Diabetic Data Based Support Vector Machine Classifiers upon Varied Kernel Functions
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    Chapter 43 Role of Data Analytics in Blended Learning Models of Educational Technology
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    Chapter 44 Query by Example—Retrieval of Images Using Object Segmentation and Distance Measure
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    Chapter 45 Adaptive Weighted Median Filter for Motion Estimation
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    Chapter 46 Detection of Menisci Tears in Sports Injured and Pathological Knee Joint Using Image Processing Techniques
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    Chapter 47 An Optimized Adaptive Random Partition Software Testing by Using Bacterial Foraging Algorithm
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    Chapter 48 Global Skew Detection and Correction Using Morphological and Statistical Methods
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    Chapter 49 Image Pyramid for Automatic Segmentation of Fabric Defects
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    Chapter 50 Multi Focus Region-Based Image Fusion Using Differential Evolution Algorithm Variants
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    Chapter 51 A Hybrid Classification Model Using Artificial Bee Colony with Particle Swarm Optimization and Minimum Relative Entropy as Post Classifier for Epilepsy Classification
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    Chapter 52 Fuzzy Optimization with Modified Adaboost Classifier for Epilepsy Classification from EEG Signals
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    Chapter 53 Application of Morphological Filtering with Modifications in Linear Discriminant Analysis Classifier for Epilepsy Classification from EEG Signals
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    Chapter 54 Analysis of Dimensionality Reduction Techniques with ABC-PSO Classifier for Classification of Epilepsy from EEG Signals
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    Chapter 55 E-health Design with Spectral Analysis, Linear Layer Neural Networks and Adaboost Classifier for Epilepsy Classification from EEG Signals
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    Chapter 56 Biomedical Voice Based Parkinson Disorder Identification for Homosapiens
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    Chapter 57 Cancelable Biometrics Using Geometric Transformations and Bio Hashing
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    Chapter 58 Automated Tool for Assessment of Satellite Image Quality and Characteristics
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    Chapter 59 Reconstruction of Recaptured Images Using Dual Dictionaries of Edge Profiles
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    Chapter 60 Brain Tumor Segmentation Based on Clustering Using Pixel Intensity Variance of Pattern Recognition
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    Chapter 61 Outlier Detection in Time-Series Data: Specific to Nearly Uniform Signals from the Sensors
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    Chapter 62 Smart Energy Management System Based on Image Analytics and Device Level Analysis
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    Chapter 63 Assisting Visually Challenged Person in the Library Environment
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    Chapter 64 Tensor Flow Based Analysis and Classification of Liver Disorders from Ultrasonography Images
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    Chapter 65 A Powerful and Lightweight 3D Video Retrieval Using 3D Images Over Hadoop MapReduce
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    Chapter 66 An Improvement of Iterative Algebraic Reconstruction Technique by Using Bisectors: An Illustration in Computerized Tomography
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    Chapter 67 Use of Predictive Analytics Towards Better Management of Parking Lot Using Image Processing
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    Chapter 68 Enforcement of Automatic Penalty (e-Penalty) to Govern the Traffic Rule Violators in Digitized INDIA Using I.C.T.
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    Chapter 69 Optimization of Rules in Neuro-Fuzzy Inference Systems
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    Chapter 70 DNA Based Image Steganography
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    Chapter 71 Performance Analysis of Combined k-mean and Fuzzy-c-mean Segmentation of MR Brain Images
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    Chapter 72 Generation of Author Topic Models Using LDA
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    Chapter 73 Comparison Analysis of Biowatermarking Using DWT, DCT and LSB Algorithms
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    Chapter 74 Diagnosis of Carious Legions Using Digital Processing of Dental Radiographs
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    Chapter 75 Development of Glare Recognition for Advanced Driver Assistance System
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    Chapter 76 High Resolution Remote Sensing Image Denoising Algorithm Based on Sparse Representation and Adaptive Dictionary Learning
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    Chapter 77 4-Share VCS Based Image Watermarking for Dual RST Attacks
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    Chapter 78 An Intelligent Framework for Road Safety and Driver Behavioral Change Detection System Using Machine Intelligence
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    Chapter 79 Highlight Generation of Cricket Match Using Deep Learning
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    Chapter 80 Detection of Pulmonary Nodules Using Thresholding and Fractal Analysis
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    Chapter 81 PSO Based Blind Deconvolution Technique of Image Restoration Using Cepstrum Domain of Motion Blur
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    Chapter 82 Traffic Density Analysis Employing Locality Sensitive Hashing on GPS Data and Image Processing Techniques
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    Chapter 83 A Novel Transfer Learning Approach upon Hindi, Arabic, and Bangla Numerals Using Convolutional Neural Networks
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    Chapter 84 Diabetic Retinopathy Detection in Fundus Image Using Cross Sectional Profiles and ANN
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    Chapter 85 An Application of Image Processing Technique for Compression of ECG Signals Based on Region of Interest Strategy
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    Chapter 86 Face Authentication Using Thermal Imaging
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    Chapter 87 Meme Classification Using Textual and Visual Features
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    Chapter 88 Image Based Group Happiness Intensity Analysis
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    Chapter 89 Earthquake Analysis: Visualizing Seismic Data with Python
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    Chapter 90 Instill Dental Antennas for Minimally Interfering Bio-medical Devices
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    Chapter 91 A Survey on Multi-feature Hand Biometrics Recognition
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    Chapter 92 Early Detection and Classification of Diabetic Retinopathy Using Empirical Transform and SVM
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    Chapter 93 A Prototype to Detect Anomalies Using Machine Learning Algorithms and Deep Neural Network
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    Chapter 94 Histogram Modification and Bi-level Moment Preservation Based Reversible Watermarking
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    Chapter 95 Combining Diffusion Filter Algorithms with Super—Resolution for Abnormality Detection in Medical Images
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    Chapter 96 Design of an Algorithm for People Identification Using Facial Descriptors
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    Chapter 97 Image Tampering Detection Based on Inherent Lighting Fingerprints
Attention for Chapter 53: Application of Morphological Filtering with Modifications in Linear Discriminant Analysis Classifier for Epilepsy Classification from EEG Signals
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Citations

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Chapter title
Application of Morphological Filtering with Modifications in Linear Discriminant Analysis Classifier for Epilepsy Classification from EEG Signals
Chapter number 53
Book title
Computational Vision and Bio Inspired Computing
Published by
Springer, Cham, January 2018
DOI 10.1007/978-3-319-71767-8_53
Book ISBNs
978-3-31-971766-1, 978-3-31-971767-8
Authors

Harikumar Rajaguru, Sunil Kumar Prabhakar

View on publisher site

Mendeley readers

The data shown below were compiled from readership statistics for 6 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 6 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 50%
Professor 2 33%
Student > Postgraduate 1 17%
Readers by discipline Count As %
Engineering 3 50%
Neuroscience 2 33%
Nursing and Health Professions 1 17%

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