Proceedings of the International Conference on ISMAC in Computational Vision and Bio-Engineering 2018 (ISMAC-CVB)

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Durai Pandian, Xavier Fernando, Zubair Baig, Fuqian Shi
Springer, Jan 1, 2019 - Technology & Engineering - 1930 pages

These are the proceedings of the International Conference on ISMAC-CVB, held in Palladam, India, in May 2018. The book focuses on research to design new analysis paradigms and computational solutions for quantification of information provided by object recognition, scene understanding of computer vision and different algorithms like convolutional neural networks to allow computers to recognize and detect objects in images with unprecedented accuracy and to even understand the relationships between them.

The proceedings treat the convergence of ISMAC in Computational Vision and Bioengineering technology and includes ideas and techniques like 3D sensing, human visual perception, scene understanding, human motion detection and analysis, visualization and graphical data presentation and a very wide range of sensor modalities in terms of surveillance, wearable applications, home automation etc.

ISMAC-CVB is a forum for leading academic scientists, researchers and research scholars to exchange and share their experiences and research results about all aspects of computational vision and bioengineering.

 

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Contents

Relation Extraction Using Convolutional Neural Networks
936
MultiObject Detection Using Modified GMMBased Background Subtraction Technique
945
Motion Detection Algorithm for Surveillance Videos
955
6D Pose Estimation of 3D Objects in Scenes with Mutual Similarities and Occlusions
965
A Simple and Enhanced LowLight Image Enhancement Process Using Effective Illumination Mapping Approach
975
Comparison of Particle Swarm Optimization and Weighted Artificial Bee Colony Techniques in Classification of Dementia Using MRI Images
985
Automatic Segmentation of Malaria Affected Erythrocyte in Thin Blood Films
993
Detection and Recognition of Vehicle Using Principal Component Analysis
1003

A Comparison with Body Composition AnalyzerA Preliminary Study
79
A Review on Protein Structure Classification
88
Emotion Analysis Through EEG and Peripheral Physiological Signals Using KNN Classifier
97
An Iterative Approach Using Various Filters
107
Hybrid Method for CopyMove Forgery Detection in Digital Images
118
Gait Recognition Using Normal Distance Map and Sparse Multilinear Laplacian Discriminant Analysis
129
Comparative Study and Analysis of Pulse Rate Measurement by Vowel Speech and EVM
137
RealTime Input Text Recognition System for the Aid of Visually Impaired
147
Compromising Cloud Security and Privacy by DoS DDoS and Botnet and Their Countermeasures
158
A New Automated Medicine Prescription System for Plant Diseases
171
A Comparative Assessment of Segmentations on Skin Lesion Through Various Entropy and Six Sigma Thresholds
178
Impact of Speckle Filtering on the Decomposition and Classification of Fully Polarimetric RADARSAT2 Data
189
Estimation of Precipitation from the Doppler Weather Radar Images
203
TextIndependent Handwriting Classification Using Line and TextureBased Features
211
A Unified Preprocessing Technique for Enhancement of Degraded Document Images
221
An Efficient Classifier for P300 in BrainComputer Interface Based on Scalar Products
234
Detection of Weed Using Visual Attention Model and SVM Classifier
243
Design and Development of Scalable IoT Framework for Healthcare Application
255
TemplateBased Video Search Engine
264
GrayLevel Feature Based Approach for Correspondence Matching and Elimination of False Matches
275
A New Approach for Image Compression Using Efficient Coding Technique and BPN for Medical Images
283
CVPR_IRIS Database
291
FusionBased Segmentation Technique for Improving the Diagnosis of MRI Brain Tumor in CAD Applications
299
Identification of Cyst Present in Ultrasound PCOS Using Discrete Wavelet Transform
309
Design and Development of Image Retrieval in Documents Using Journal Logo Matching
319
Feature Enhancement of Multispectral Images Using Vegetation Water and Soil Indices Image Fusion
329
Detection of Heart Abnormalities and HighLevel Cholesterol Through Iris
338
WaveletBased Convolutional Recurrent Neural Network for the Automatic Detection of Absence Seizure
347
New Random Noise Denoising Method for Biomedical Image Processing Applications
355
Phototherapy Treatment Used for Neonatal Hyperbilirubinemia
367
Automated Glaucoma Detection Using Global Statistical Parameters of Retina Fundus Images
376
Enhanced Techniques to Secure Medical Image and Data Transit
389
A Spectral Approach for Segmentation and Deformation Estimation in Point Cloud Using Shape Descriptors
409
A Study on Firefly Algorithm for Breast Cancer Classification
420
Fuzzy CMeans Clustering and Gaussian Mixture Model for Epilepsy Classification from EEG
429
Analysis on Detection of Chronic Alcoholics from EEG Signal SegmentsA Comparative Study Between Two Software Tools
437
A System for Plant Disease Classification and Severity Estimation Using Machine Learning Techniques
446
A Clinical Data Analytic Metric for Medical Ontology Using Semantic Similarity
459
True Color Image Compression and Decompression Using Fusion of ThreeLevel Discrete Wavelet TransformDiscrete Cosine Transforms and Arithm...
468
Application of Neural Networks in Image Processing
483
Region of Interest ROI Based Image Encryption with Sine Map and Lorenz System
493
ChaosBased Color Image Encryption with DNA Operations
503
A Lucrative Sensor for Counting in the Limousine
514
Energy Expenditure Calculation with Physical Activity Recognition Using Genetic Algorithms
525
Improved Intrinsic Image Decomposition Technique for Image Contrast Enhancement Using Back Propagation Algorithm
531
LowPower HighSpeed Hybrid Multiplier Architectures for Image Processing Applications
539
Intervertebral Disc Classification Using Deep Learning Technique
551
Thermal Image Segmentation of Facial Thermograms Using KMeans Algorithm in Evaluation of Orofacial Pain
564
Analysis of Web Workload on QoS to Assist Capacity
573
ContentBased Image Retrieval Using Hybrid Feature Extraction Techniques
583
Review of Feature Extraction and Matching Methods for Drone Image Stitching
595
An ANNBased Detection of Obstructive Sleep Apnea from Simultaneous ECG and SpO2 Recordings
603
Design of an Image Skeletonization Based Algorithm for Overcrowd Detection in Smart Building
614
Performance Comparison of Pretrained Deep Neural Networks for Automated Glaucoma Detection
631
Investigation on Land Cover Mapping of Large RS Imagery Using Fuzzy Based Maximum Likelihood Classifier
638
Gaussian Membership Function and Type II Fuzzy Sets Based Approach for Edge Enhancement of Malaria Parasites in Microscopic Blood Images
651
Implementation of Virtual Trial Room for Shopping Websites Using Image Processing
665
Response Analysis of Eulerian Video Magnification
670
Face Authentication and IOTBased Automobile Security and Driver Surveillance System
679
Highly Repeatable Feature Point Detection in Images Using Laplacian Graph Centrality
687
A Survey on Face Recognition in Video Surveillance
699
Drivers Drowsiness Detection Using Image Processing
709
Identification of Optimum Image Capturing Technique for Corneal SegmentationA Survey
715
Hybrid SIFT Feature Extraction Approach for Indian Sign Language Recognition System Based on CNN
727
A Contemporary Framework and Novel Method for Segmentation of Brain MRI
739
Anatomical Segmentation of Human Brain MRI Using Morphological Masks
748
Digital Image Restoration Using NL Means with Robust Edge Preservation Technique
763
Speech Recognition Using Novel Diatonic Frequency Cepstral Coefficients and Hybrid Neuro Fuzzy Classifier
775
Performance Analysis of Fuzzy Rough Assisted Classification and Segmentation of Paper ECG Using Mutual Information and Dependency Metric
789
A Mixed Reality Workspace Using Telepresence System
802
Detection of Static and Dynamic Abnormal Activities in Crowded Areas Using Hybrid Clustering
815
Scaled Conjugate Gradient Algorithm and SVM for Iris Liveness Detection
825
Long ShortTerm MemoryBased Recurrent Neural Network Approach for Intrusion Detection
836
Video Frame Interpolation Using Deep Convolutional Neural Network
847
Sentiment Analysis of Twitter Data Using Big Data Tools and Hadoop Ecosystem
857
Detection of Chemically Ripened Fruits Based on Visual Features and Nondestructive Sensor Techniques
864
Dynamic Object Indexing Technique for Distortionless Video Synopsis
873
An Intrusion Detection and Prevention System Using AISAn NK CellBased Approach
883
HORBoVFA Novel ThreeLevel Image Classifier Using Histogram ORB and Dynamic Bag of Visual Features
895
Neural Network Based Image Registration Using Synthetic Reference Image Rotation
903
Design and Development of Efficient Algorithms for Iris Recognition System for Different Unconstrained Environments
911
A Case Study on Brain Tumor Segmentation in Medical Care
1017
VisionBased Algorithm for Fire Detection in Smart Buildings
1028
Comparative Performance Analysis of Local Feature Descriptors for Biomedical Image Retrieval
1039
Detection of Liver Tumor Using Gradient Vector Flow Algorithm
1055
Hyperspectral Image Classification Using Semisupervised Random Forest
1066
Clustering of Various Parameters to Catalog Human Bone Disorders Through Soft Computing Simulation
1077
IoTBased Embedded Smart Lock Control Using Face Recognition System
1089
CloudBased Solution to Patients Medical Records
1099
A Trio Approach Satisfying CIA Triad for Medical Image Security
1109
A Novel Hybrid Method for Time Series Forecasting Using Soft Computing Approach
1122
An Investigation
1135
Tumor Detection and Analysis Using Improved Fuzzy CMeans Algorithm
1147
An Off the Shelf CNN Features Based Approach for Vehicle Classification Using Acoustics
1163
Conjunctival Vasculature Liveness Detection Based on DCT Features
1171
Unusual Social Event Detection by Analyzing Call Data Records
1179
Drunk Driving and Drowsiness Detection Alert System
1190
A Survey on Intelligent Face Recognition System
1209
RealTime Health Monitoring System Implemented on a Bicycle
1216
A Fuzzy RuleBased Diagnosis of Parkinsons Disease
1229
A Comprehensive Study of Retinal Vessel Classification Methods in Fundus Images for Detection of Hypertensive Retinopathy and Cardiovascular Di...
1239
Estimation of Parameters to Model a Fabric in a Way to Identify Defects
1251
Error Detection Technique for A Median Filter Using Denoising Algorithm
1261
Retinal Image Processing and Classification Using Convolutional Neural Networks
1271
Comparison of Thermography and 3D Mammography Screening and Classification Techniques for Breast Cancer
1281
IEFAA Fuzzy Framework for Image Enrichment
1295
Hidden Markov Random Field and Gaussian Mixture Model Based Hidden Markov Random Field for Contour Labelling of Exudates in Diabetic Reti...
1307
An Ocular Support for Visually Impaired Using Deep Learning
1318
A Novel Flight Controller Interface for VisionGuided Autonomous Drone
1329
Sliding Discrete Fourier Transform for 2D Signal Processing
1339
Automated Lung Nodules and Ground Glass Opacity Nodules Detection and Classification from Computed Tomography Images
1347
A ReviewEdge Detection Techniques in Dental Images
1359
Detection of Exudates and Removal of Optic Disk in Fundus Images Using Genetic Algorithm
1379
Analysis of Feature Ranking Methods on XRay Images
1393
Salient Object Detection for Synthetic Dataset
1404
Atherosclerotic Plaque Detection Using Intravascular Ultrasound IVUS Images
1417
Correlative Feature Selection for Multimodal Medical Image Fusion Through QWT
1426
Early Detection of Proliferative Diabetic Retinopathy in Neovascularization at the Disc by Observing Retinal Vascular Structure
1441
Finding Center of Optic Disc from Fundus Images for Image Characterization and Analysis
1451
A Robust Method for Image CopyMove Passive Forgery Detection with Enhanced Speed
1461
Feature Extraction and Classification of Epileptic EEG Signals Using Wavelet Transforms and Artificial Neural Networks
1471
3D Printed Surgical Guides in Orthognathic SurgeryA Pathway to Positive Surgical Outcomes
1483
ImageBased Method for Analysis of Root Canal Geometry
1491
Analysis of Explicit Parallelism of Image Preprocessing AlgorithmsA Case Study
1498
A Comprehensive Study on Character Segmentation
1509
EZW SPIHT and WDR Methods for CT Scan and Xray Images Compression Applications
1517
Human Identification Based on Ear Image Contour and Its Properties
1526
Defocus MapBased Segmentation of Automotive Vehicles
1537
Multiinsight Monocular Vision System Using a Refractive Projection Model
1553
A Tool for Performing Generic Operations with Visual Support
1565
Performance Evaluation of DCT DWT and SPIHT Techniques for Medical Image Compression
1584
Structural Health MonitoringAn Integrated Approach for Vibration Analysis with Wireless Sensors to Steel Structure Using Image Processing
1595
An Improved Image Preprocessing Method for Concrete Crack Detection
1611
Grape Crop Disease Classification Using Transfer Learning Approach
1622
Exploring Image Classification of Thyroid Ultrasound Images Using Deep Learning
1635
Medical Applications of Additive Manufacturing
1642
A Study on Comparative Analysis of Automated and Semiautomated Segmentation Techniques on Knee Osteoarthritis XRay Radiographs
1655
Plant Disease Detection Based on RegionBased Segmentation and KNN Classifier
1667
Sunspot Number 107 cm Flux and Radio Solar Bursts
1676
A Homogenous Prototype Design for IED Detection Using Subsurface GroundPenetrating RADAR
1695
A Study on Various Deep Learning Algorithms to Diagnose Alzheimers Disease
1704
Performance Analysis of Image Enhancement Techniques for Mammogram Images
1711
A Study on Preprocessing Techniques for Ultrasound Images of Carotid Artery
1725
Fractional Reaction Diffusion Model for Parkinsons Disease
1739
PredictionBased Lossless Image Compression
1749
Audio and Video Streaming in Telepresence Application Using WebRTC for Healthcare System
1762
Review on Image Segmentation Techniques Incorporated with Machine Learning in the Scrutinization of Leukemic Microscopic Stained Blood Smea...
1773
Detection of Gaze Direction for HumanComputer Interaction
1793
Road Detection by Boundary Extraction Technique and Hough Transform
1804
Investigating the Impact of Various Feature Selection Techniques on the Attributes Used in the Diagnosis of Alzheimers Disease
1815
Detection of Sleep Apnea Based on HRV Analysis of ECG Signal
1825
Performance Comparison of SVM Classifier Based on Kernel Functions in Colposcopic Image Segmentation for Cervical Cancer
1835
GPU Based Denoising Filter for Knee MRI
1845
Performance Evaluation of Audio Watermarking Algorithms Using DWT and LFSR
1856
Biometric Image Encryption Algorithm Based on Modified Rubiks Cube Principle
1865
Leaf Disease Detection Based on Machine Learning
1875
Cross Domain Recommendation System Using Ontology and Sequential Pattern Mining
1885
Identifying the Risk Factors for Diabetic Retinopathy Using Decision Tree
1894
Heavy Vehicle Detection Using FineTuned Deep Learning
1903
Using Contourlet Transform Based RBFN Classifier for Face Detection and Recognition
1911
Breast Cancer Recognition by Support Vector Machine Combined with Daubechies Wavelet Transform and Principal Component Analysis
1921
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