Soft Computing and Signal Processing: Proceedings of 2nd ICSCSP 2019 (Advances in Intelligent Systems and Computing, 1118)

✍ Scribed by V. Sivakumar Reddy (editor), V. Kamakshi Prasad (editor), Jiacun Wang (editor), K. T. V. Reddy (editor)

• Publisher: Springer
• Year: 2020
• Tongue: English
• Leaves: 753
• Category: Library

✦ Synopsis

This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Second International Conference on Soft Computing and Signal Processing (ICSCSP 2019). The respective contributions address topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, and discuss various aspects of these topics, e.g. technological considerations, product implementation, and application issues.

✦ Table of Contents

Conference Committee
Chief Patron
Patrons
Conference Chair
Publication Chair
Convener
Organizing Secretaries
Coordinators
Organizing Committee
Web Developer
Session Chairs
Session Co-chairs
Proceedings Committee
Technical Program Committee
Publicity Committee
Registration Committee
Hospitality Committee
Certificate Committee
Decoration Committee
Transportation Committee
International and National Advisory Committee
Preface
Contents
About the Editors
Word2Vec and Evolutionary Computing Driven Hybrid Deep Learning-Based Sentiment Analysis
1 Introduction
2 Motivation
3 Literature Review
4 Contribution of Paper
5 Proposed Approach
5.1 Feature Extraction
5.2 Classification
6 Experimental Setup
6.1 Dataset Description
6.2 Dataset Pre-processing and Representation
6.3 Hyper-parameter Tuning
7 Results and Discussion
8 Conclusions and Future Direction
References
Innovative Secure Authentication Interface for Hadoop Cluster Using DNA Cryptography: A Practical Study
1 Introduction
2 Hadoop Cluster
2.1 Hadoop Cluster Security
2.2 Literature Survey
3 Problem Definition
4 Related Work—New Innovation
4.1 Node Management
4.2 Authentication for Storage Phase
4.3 Authentication for Processing Phase
4.4 Sensitive Data Hiding Using DNA
5 Results Analysis
6 Conclusion and Future Work
References
Human Activity Recognition in Imbalanced Big Data Using Fuzzy Rule-Based Classification System
1 Introduction
2 Related Study
3 Imbalance Classification in Big Data
4 Fuzzy Rule-Based Classification System
5 Experimental Design
5.1 Dataset Description
5.2 Tools and Techniques Used
5.3 Methodology
6 Results and Analysis
7 Conclusion and Future Scope
References
Early Detection of Hemiplegia by Analyzing the Gait Characteristics and Walking Patterns Using Convolutional Neural Networks
1 Introduction
2 Literature Study
2.1 Multilayer Joint Gait–Pose Manifolds for Human Gait Motion Modeling
2.2 Cross-View Gait-Based Human Identification with Deep CNNs
2.3 YOLO: Real-Time Object Detection
3 Proposed System
4 Methodology
4.1 Data Gathering
4.2 Data Preprocessing Pipeline
4.3 Convolutional Neural Network Models
5 Results
5.1 Shallow Convolutional Neural Network
5.2 Deep Convolutional Neural Network—v1
5.3 Deep Convolutional Neural Network—v2
5.4 Deep Convolutional Neural Network—v3
6 Conclusion
References
Twin Security Model—A Machine Learning-Based Approach for DDoS Attack Detection in SDN
1 Introduction
2 Related Work
3 Research Challenges and Motivations
3.1 Challenges in SDN
3.2 Motivations
4 Proposed Model
4.1 Flow Collector (Packet Filtering)
4.2 Feature Extraction
4.3 Classifier
5 Discussion
6 Conclusion
References
Enhancement in Data Security Using DNA Cryptography
1 Introduction
2 Literature Review
3 Proposed Algorithm
4 Results
5 Conclusion and Future Scope
References
Internet of Things: An Overview
1 Introduction
1.1 Background
1.2 Architecture
1.3 Network Connectivity
2 Cloud Computing in IoT
3 Edge/Fog Computing in IoT
4 Research Challenges
5 Conclusion
References
A Fuzzy-Neuro-Based Clinical Decision Support System For Disease Diagnosis Using Symptom Severity
1 Introduction
2 Related Works
3 ANFIS Architecture
4 Architecture of the Proposed System
4.1 Dataset Preparation
4.2 Probable Disease Module
4.3 Laboratory Test Recommendation Module
4.4 Medication Module
4.5 Learning Module
5 Experimental Setup
6 Conclusion and Future Work
References
Analysis of Patients’ Reviews and Enhancing Services in Hospitals
1 Introduction
2 Related Work
3 Problem Statement
4 Proposed Methodology
4.1 Data Collection
4.2 Data Processing
4.3 Processing Stage
4.4 Output
5 Results and Analysis
6 Conclusion
References
Human Pose Estimation and Activity Classification Using Machine Learning Approach
1 Introduction
1.1 Outline of the Work
2 Related Work
3 Feature Extraction
3.1 Proportionate Distance Measure (PDM) Features
3.2 Divergence Measure from Joints
4 Classification Algorithms
4.1 Support Vector Machines
4.2 K-Nearest Neighbors
4.3 Decision Tree
5 Experimental Results and Discussions
5.1 State of the art
6 Conclusion
References
Implementation of Interpolation in Credit Card Fraud Detection
1 Introduction
2 Related Work
2.1 Datasets Used for Validation
2.2 Comparison and Selection of GAN Architecture
3 Proposed Method
3.1 Overview of the Procedure
3.2 Standardizing the Dataset
3.3 Interpolation Using GANs
4 Results and Discussion
5 Conclusion and Future Scope
References
A Statistical-Semantic PSO Model for Customer Reviews-Based Question Answering Systems
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Processing Raw Data into Structured Form
3.2 Data Preprocessing
3.3 Calculating Similarity Between Questions and Reviews
3.4 Assigning Weight to Each Similarity Measure Using PSO (Particle Swarm Optimization)
3.5 Extracting the Most Relevant Reviews Using Optimized Weights
4 Dataset, Baseline and Evaluation Metric
5 Experiments
6 Results and Analysis
7 Conclusion and Future Work
References
Low-Cost IoT Based Spirometer Device with Silicon Pressure Sensor
1 Introduction
2 Literature Survey
3 Problem Statement
4 Proposed System and Block Diagram
4.1 Data Acquisition Unit
4.2 Control Interface Unit
4.3 Cloud Interface
4.4 Cloud Monitoring Through User Authentication
5 Experimental Results and Discussions
6 Conclusion
References
Recommending Research Article Based on User Queries Using Latent Dirichlet Allocation
1 Introduction
2 Literature Survey
2.1 Topic Modeling Approach (LDA Algorithm)
2.2 Ranking
2.3 Recommendation Algorithm
3 Proposed System
4 Implementation
4.1 Dataset Description
4.2 Preprocessing
4.3 LDA Algorithm
4.4 Reweighting the Topic Distribution
4.5 Finding Higher Correlated Words
4.6 Recommendation Algorithm
5 Result and Discussion
5.1 LDA Algorithm
5.2 Finding Higher Correlated Words
5.3 Recommendation
5.4 Performance Analysis
6 Conclusion and Future Work
References
An Applied Time Series Forecasting Model for Yield Prediction of Agricultural Crop
1 Introduction
2 Related Work
2.1 Dataset
3 Methodology
3.1 Time Series Analysis and Model Identification
3.2 Selecting the Candidate Model for Forecasting
3.3 Forecasting Using Selected ARIMA Model
4 Experimental Results
4.1 Comparative Analysis
5 Conclusions and Future Scope
References
Design and Implementation of the Protocol for Secure Software-Based Remote Attestation in IoT Devices
1 Introduction
2 Background Study
2.1 Attestation
2.2 Types of Attestation
2.3 Attestation Protocol
3 Related Work
4 Proposed Work
5 Implementation and Results
6 Conclusion
References
Label Assignment and Sentimental Analysis for a Product Review on Twitter Data
1 Introduction
2 Related Work
3 Proposed Method
3.1 Extraction of Twitter Raw Data
3.2 Preprocessing
3.3 Label Assignment
3.4 Feature Extraction and Opinion Analysis
3.5 Classifier Training
4 Result
4.1 Opinions of Customers on the Overall Dataset
4.2 Opinion of Customers on Features of the Product
4.3 Accuracy, Precision, Recall, and F-Score of Models
5 Conclusion and Future Scope
References
Preserving the Privacy of Audio File Using Ideal Secret Sharing Scheme with Cloud Storage
1 Introduction
2 Literature Survey
3 Preliminaries
3.1 Visual Cryptography
3.2 Ideal Contrast Visual Cryptography for General Access Structures (IC-GA-VCS) with AND Operation ch19Praveen
3.3 XOR-Based Ideal VCS ch19Tuyls
4 Proposed Work
5 Experimental Results
6 Conclusion and Future Work
References
Hadoop Performance Acceleration by Effective Data and Job Placement
1 Introduction
2 Research Motivation and Objective
3 Related Work
4 Proposed Model
5 Implementation and Result Summary
6 Conclusion and Future Work
References
Modified Quick Fuzzy Hypersphere Neural Network for Pattern Classification Using Supervised Clustering
1 Introduction
2 Related Work
3 Proposed MQFHSNN System Architecture Model
3.1 MQFHSNN Learning Algorithms
3.2 Proposed Membership Function
4 Experimental Results
5 Conclusion
References
Third Eye: Assistance for Reading Disability
1 Introduction
2 Literature Survey
3 System Model and Implementation
4 Result Analysis
5 Conclusion and Future Work
References
Enhanced Attach Procedure for Prevention of Authentication Synchronisation Failure Attack
1 Introduction
2 Initial Attach Procedure in LTE
2.1 IMSI Acquisition
3 Security Analysis of Initial Attach Procedure
4 Enhanced Attach Procedure
5 Generation of MAC
6 Keys Generation Using KDF
7 Security Analysis of Enhanced Attach Procedure
8 Conclusion
References
Static Load Balancing Algorithms in Cloud Computing: Challenges and Solutions
1 Introduction
2 Load Balancing in the Cloud
3 Classification of Load Balancing Algorithms
3.1 Static Algorithm
3.2 Dynamic Algorithm
4 Strengths and Weaknesses of Static Load Balancing Algorithms
4.1 Round-Robin Load Balancing Algorithm
4.2 Weighted Round-Robin Load Balancing Algorithm
4.3 Opportunistic Load Balancing Algorithm (OLB)
4.4 Min–Min Load Balancing Algorithm
4.5 Max–Min Load Balancing Algorithm
5 Possible New Solution
6 Future Work
7 Conclusion
References
A Survey on Text Question Responsive Systems in English and Indian Languages
1 Introduction
2 Relevant Work
2.1 Closed-Domain Question Answering Systems
2.2 Open-Domain Question Answering Systems
3 Classification Based on the Type of Questions
3.1 List Type Questions
3.2 Factoid Type Questions [When/Where/Which]
3.3 Hypothetical Type Questions
3.4 Casual Type of Questions [How and Why]
3.5 Confirmation Questions
4 Preprocessing
4.1 Morphological Analysis
4.2 Syntactical Analysis
4.3 Semantic Analysis
4.4 Discourse Analysis
5 Linguistic Approach
6 Statistical Approach
7 Analysis of Qas for Indian Languages
8 Challenges Identified in Building a Question Answering System
9 Conclusion
References
Vehicle Type Classification Using Deep Learning
1 Introduction
2 Literature Survey
3 System Architecture
4 Experimental Results
5 Conclusion
References
Deep Learning Approach: Detection of Replay Attack in ASV Systems
1 Introduction
2 Baseline System
2.1 Proposed System Using Convolutional Neural Network
3 Feature Extraction
4 Experimental Setup
4.1 Speech Corpus
4.2 Neural Network
4.3 Convolution Neural Network
5 Performance Analysis
6 Conclusion
References
Acoustic Scene Classification Using Convolutional Neural Network
1 Introduction
2 Related Work
3 System Design
3.1 System Architecture
3.2 Dataset
3.3 Feature Extraction - Log Mel-Spectrograms
3.4 CNN - Architecture
4 Experimental Setup
5 Performance Analysis
6 Conclusion
References
Classification of Microscopic Algae: An Observational Study with AlexNet
1 Introduction
2 Related Work
3 Proposed Method
4 Experiments
4.1 Dataset
4.2 Results and Discussion
5 Conclusion
References
A Novel True Colour Image Bit Modification Technique for Image Steganography
1 Introduction
1.1 Parameters of Steganography
2 Literature Survey
2.1 Steganographic Techniques
2.2 Related Work
3 Proposed Method
3.1 Extract R, G and B Planes
3.2 Change the Pixel Values
3.3 Colour-Difference Measurement
3.4 Verification of Measured Values
4 Experiments and Results
5 Conclusion
References
A GRU-Based Neural Machine Translation Followed by Proper Noun Transliteration
1 Introduction
2 Related Work
3 Neural Machine Translation followed by Proper Noun Transliteration (NMT-NNPT)
3.1 POS-Based Transliteration of Proper Nouns
3.2 Neural Machine Translation
4 Experimental Setup
5 Results and Discussions
6 Conclusion
7 Declaration
References
A Novel Approach Using Support Vector Machine for Outlier Removal and Multilayer Perceptron in Classifying Medical Datasets
1 Introduction
2 Review of Literature
3 Background Study
3.1 Imputation
3.2 Outlier Removal
3.3 Classification
4 Proposed Method
5 Experimental Analysis
5.1 Datasets
5.2 Evaluation Measures
5.3 Experimental Results
6 Conclusion
References
Automatic Speech Recognition Using Deep Neural Network
1 Introduction
2 Related Work
3 Proposed System
3.1 System Architecture
3.2 Speech Corpus
3.3 Mel Frequency Cepstral Coefficient
3.4 Connectionist Temporal Classification
3.5 Long Short-Term Memory
4 Experimental Set-up
5 Performance Analysis
6 Conclusion
References
A Novel Hybridized Strategy for Machine Translation of Indian Languages
1 Introduction
2 Related Work
3 System Architecture
4 Results and Performance Evaluation
5 Conclusions
References
On Efficient Prediction of Indian Stock Indices Using ELM-Based Technique
1 Introduction
2 Details of Stock Index Data and Features Extraction
3 Development of ELM Prediction Model
4 Simulation-Based Experiments
5 Conclusions
References
Automatic Representative Framelets Selection for Human Action Recognition in Surveillance Videos
1 Introduction
2 Related Works
3 Methodology
3.1 Faster R-CNN for ROI Detection in Frames
3.2 Automatic Representative Framelets Selection Approach
4 Experimental Results
4.1 Experimental Setup
4.2 Method and Experimental Results
5 Conclusion and Future Work
References
Fuzzy-Assisted PLS Regression for Enhancing Quantification Efficiency of Electronic Nose
1 Introduction
2 PLS Regression
3 Fuzzy C-Means Clustering and Fuzzy Uncertainty Measure-Based Weighing Measure
4 Data Sets
5 Validation Results
6 Conclusion
References
Wavelet-Assisted Phase Space Analysis for Improved VOCs Discrimination Using SAW Sensor Transients
1 Introduction
2 Transient Signal Generation Based on SAW Sensor Model
3 Phase Space Transformation
4 Data Analysis Methods
4.1 Discrete Wavelet Transform
4.2 Principal Component Analysis
4.3 Class Separability Measure
5 Result and Discussion
6 Conclusion
References
Network Simulation and Performance Analysis Using Riverbed Modeler
1 Introduction
2 Related Work
3 Simulation Work
3.1 Topology Design
3.2 Defining Traffic
3.3 Choose Statistics
3.4 Run Simulation
3.5 Result Analysis
3.6 Modifying Design
4 Conclusion
References
An Enhanced Low Duty Cycle MAC Protocol for Wireless Sensor Networks
1 Introduction
2 Proposed Model
3 Results and Analysis
4 Conclusion
References
CHAR: A Novel Cloud-Based Live Health Augmented Reality Framework
1 Introduction
2 Related Work
3 Problem Definition
4 Contribution
5 Proposed Work
6 Results
7 Discussion
8 Conclusion
References
Strawberry Leaf Diseases Detection and Suggestion for Pesticides Using Artificial Neural Network
1 Introduction
2 Block Diagram of Proposed Method
3 Details of Proposed Method
3.1 Image Database
4 Block Diagram of Proposed Method for Leaves Diseases Identification and Corrective Action
4.1 Feature Extraction
4.2 Classification Using Artificial Neural Network
5 Result Analysis
5.1 Visual Analysis
5.2 Quantitative Analysis
6 Conclusion
References
Real-Time Suspicious Activity Detection
1 Introduction
2 Block Diagram of Connections
3 Details of Proposed Method
3.1 Block Diagram of Proposed Method
3.2 Image Database
3.3 Deep Convolutional Neural Network
4 Result Analysis
4.1 Visual Analysis
4.2 Quantitative Analysis
5 Conclusion
References
Modeling the Chandrayaan-1 Hyperspectral (HySI) Data for Mineral Mixing Analysis
1 Introduction
2 Literature Review
2.1 Pure End Member Spectra
3 Model Implementation
3.1 Deriving Single Scattering Albedo
3.2 Deriving Absorption Coefficient of Host Material
3.3 Calculating the Absorption Coefficient of Iron
3.4 Introducing Space Weathering Effect (Adding SMFe) with Host Material
3.5 Creating the Intimate Mixture or Multi Mineralic Material
3.6 Calculating Single Particle Phase Function
3.7 Porosity Parameter K and the Chandrasekhar’s H Function
4 Model Validation with Known Mixture Compositions
4.1 Mixture 1
4.2 Mixture 2
5 Working with the Hyperspectral Chandryaan-1 HySI Data Sets
6 Conclusion
References
Implementation of the Bidirectional Reflectance Function for Modeling the Spectra Derived from Hyperspectral Images
1 Introduction
2 Literature Review
2.1 Model Definition and Implementation
3 Parameter Study
3.1 Effect of Different Mineral Mass Fractions
3.2 Effect of Iron Fraction
3.3 Effect of Grain Size
3.4 Effect of Porosity
4 Model Validation with Known Mixture Compositions
4.1 Mixture 1
4.2 Mixture 2
4.3 Mixture 3
4.4 Mixture 4
5 Working with Chandrayaan-1 Hyperspectral Image from Mare Vaporum
5.1 Image Preprocessing and Spectral Profile Extraction
6 Results and Discussion
7 Conclusion
References
Stereo Vision-Based Path Planning System for an Autonomous Harvester
1 Introduction
2 Related Work
3 Materials and Methodology
3.1 ZED® Camera
3.2 System Configuration
3.3 Semantic Segmentation
3.4 Path Planning Algorithm
4 Results and Discussion
4.1 Segmentation Results
4.2 Algorithm Results
5 Conclusion and Future Scope
References
Ontology-Driven Clinical Data Analyzer of Skin Diseases Based on SVM
1 Introduction
2 Literature Survey
3 Methodology
3.1 OWL Ontology
3.2 SVM Engine
4 Conclusion and Future Work
References
Age Group Estimation from Human Iris
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Image Acquisition
3.2 Preprocessing
3.3 Feature Extraction
3.4 Age Group Estimation
3.5 Experimental Analysis and Results
4 Conclusion and Future Scope
References
LabVIEW-Based Virtual Laboratories for Electrical Engineering Education with Real-Time Implementation
1 Introduction
2 Overview on LabVIEW
3 Virtual Laboratory Using LabVIEW
3.1 Electrical Machines Laboratory
3.2 Power System Simulation Laboratory
3.3 Electrical Circuits Laboratory
4 Real-Time Implementation Using LabVIEW
4.1 Development of Virtual Platform
4.2 Hardware Implementation
5 Conclusion
References
Hybrid Features-Based Efficient Radar Target Classification Using Support Vector Machine
1 Introduction
2 Related Work
3 Proposed Hybrid Feature-Based RTC Using SVM Approach
3.1 Problem Formulation
3.2 Proposed Architecture for Hybrid Feature Generation and Classification
3.3 RTC Using Multi-Class SVM
4 Experimentation and Results
5 Conclusion
References
A Machine Learning Approach to Identify the Students at the Risk of Dropping Out of Secondary Education in India
1 Introduction
2 Literature Review
3 Methodology
3.1 Data Procurement
3.2 Data Analysis
4 Results
5 Conclusions
References
Multi-level Intelligent Border Security System
1 Introduction
2 Literature Review
3 System Design
3.1 Sensor Deployment
3.2 CH Selection and Signal Propagation
3.3 Radar Deployment
3.4 IR-IP Camera Deployment
4 System Collaboration and Performance Prediction
5 Strength and Weakness
6 Conclusion and Future Works
References
Rolling Ball-Bearing Fault Classification Using Variational Mode Decomposition and Footprint of Hilbert Transform
1 Introduction
2 Background and Literature Survey
3 Variational Mode Decomposition
4 Hilbert Transform
5 Methodology Proposed
5.1 Proposed Algorithm
6 Experimental Result and Discussion
6.1 Classification Using Neural Network
7 Conclusion
References
Minimization of Propagation Delay for DADCQ Protocol in VANET
1 Introduction
1.1 Literature Review
1.2 Distance Method
1.3 Adapting to the Node Distribution Pattern in VANET
1.4 Modeling Fading in the Network
2 Calculating Normal Delay in VANET
2.1 Calculating Delay Due to DDOS Attack Nodes in VANET
2.2 Calculating Delay Due to Eavesdropping in VANET
3 Removal of DDOS Attacks and Eavesdropping Attacks
4 Conclusion
References
Sound Inheritance for Electric Vehicles
1 Introduction
2 Methodology
2.1 Modeling and Synthesis of Engine Noise
2.2 Source Data Extraction
3 Auditory Tests on Synthesized Sounds
3.1 Sound Quality Measurements
3.2 Listening Tests
4 Results and Discussion
5 Conclusion
References
Pattern Classification of Handwritten Kannada Digits Using Customized CNN
1 Introduction
2 Literature Survey
3 Preparation and Preprocessing of Dataset
4 Proposed System Architecture
5 Results
6 Conclusion
References
Multivariate Regression Analysis on Climate Variables for Weather Forecasting in Indian Subcontinent
1 Introduction
2 Related Work
3 Proposed Work
4 Result Analysis
5 Conclusion and Future Work
References
Comparison of Machine Learning Methods for Effective Autism Diagnosis
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Data set
3.2 Machine Learning Methods
4 Results and Discussion
5 Conclusion
References
Influence of Language-Specific Features for Author Identification on Indian Literature in Marathi
1 Introduction
2 Related Work
3 Published Linguistic Resource: Text Corpora
3.1 Text Corpora Details
3.2 Features of Author Wise Marathi Language Typewritten Text Corpus
4 Proposed Language-Specific Lexical Features
4.1 Language-Specific Character-Based Features
4.2 Computation of Language-Specific Character-Based Features
4.3 Language-Specific Word-Based Lexical Features
4.4 Computation of Language-Specific Word-Based Lexical Features
5 Experimentation
5.1 Experimentation Results
6 Conclusion and Future Work
References
Segmentation of Retinal Features Using Hybrid BINI Thresholding in Diabetic Retinopathy Fundus Images
1 Introduction
2 Literature Review
3 Methodology
4 Results and Discussion
5 Performance Measures
6 Conclusion
References
A Novel Stacked Multilayer Antenna for ISM Band Applications
1 Introduction
2 Antenna Design
3 Simulated Results and Discussions
4 Conclusion
References
Acknowledgement Spoofing at Kernel Level and TCP Sender Behaviour Analysis
1 Introduction
2 Background Study
3 Related Work
4 Proposed Work
4.1 Implementation
5 Experimental Results
5.1 Ack Spoofing
5.2 Memory Pressure
6 Conclusion and Future Work
References
Study and Analysis of IRNSS/NavIC Signals for Atmospheric Effects near Bangalore Region
1 Introduction
1.1 Doppler Effect
1.2 Ionosphere Delay
1.3 Survey and Data Collection
2 Data Analysis and Discussion
2.1 TOWC Versus Doppler Results
2.2 TOWC Versus Carrier Delay Results
2.3 TOWC Versus Ionodelay Results
3 Conclusion
References
Enabling Efficient Broadcasting Through Authentication-Based MAC Protocol in Internet of Vehicles
1 Introduction
2 Background Work
3 System Model
4 Proposed Work
5 Performance Evaluation
6 Conclusion
References
An Efficient Batch Verification Scheme for Secure Vehicular Communication Using Bilinear Pairings
1 Introduction
2 Background and Preliminaries
2.1 Bilinear Pairings
2.2 Vector Decomposition Problem (VDP)
2.3 Trapdoor for VDP
3 Proposed Scheme
4 Correctness of the Scheme
5 Security Analysis
5.1 Man-in-the-Middle Attack
5.2 Key Substitution Attack
5.3 Adaptive Chosen Ciphertext Attack
6 Conclusion
References
Remote Sensing Image Super-Resolution Using Residual Dense Network
1 Introduction
2 Proposed Method
2.1 Structure of the Network
2.2 Residual Dense Block
2.3 Dense Features Fusion
2.4 Details of the Parameters Used in the Proposed Work
2.5 Difference of RDN to SRDenseNet
2.6 Difference of RDN to MemNet
3 Proposed Work: Train the Network via Transfer Learning
4 Experimental Results of the Proposed Method
5 Conclusion
References
Optimal Selection of Wavelet Transform for De-noising of ECG Signal on the Basis of Statistical Parameters
1 Introduction
2 Wavelet Transform and de-Noising Procedure
2.1 Choice of Wavelet Function
2.2 Level of Decomposition
2.3 Thresholding Rules
3 Materials and Methodology
4 Experimentation, Results and Discussions
5 Conclusions
References
Correlative Waveform Coding for Interference Mitigation in VHF Radar System
1 Introduction
2 Literature Survey
3 Waveform Coding in Radar Modeling
4 Correlative Interference Monitor Coding
5 Simulation Result
6 Conclusion
References
A Comparative Discussion on Various Modern Video Retrieval Strategies
1 Introduction
2 Video Retrieval Based on Object Detection
3 Video Retrieval Based on Content Matching
4 Video Retrieval Based on Information Theory
5 Conclusion
References
Extraction of Key Frames Using RoughSet Theory for Video Retrieval
Author Index