Recent trends in signal and image processing : ISSIP 2020 ; RCC Institute of Information Technology, Kolkata, India, March 18-9, 2020 / editors, Siddhartha Bhattacharyya [et al.]

Format
Book
Language
English
Published/​Created
  • Singapore : Springer, [2021]
  • ©2021
Description
1 online resource (167 pages).

Details

Subject(s)
Series
Source of description
Description based on print version record.
Contents
  • Intro
  • Preface
  • Contents
  • About the Editors
  • Chaotic Ions Motion Optimization (CIMO) for Biological Sequences Local Alignment: COVID-19 as a Case Study
  • 1 Introduction
  • 2 IMO Algorithm
  • 3 Chaotic IMO (CIMO)
  • 4 Experimental Results and Discussions
  • 5 Conclusion
  • References
  • Differential Evolution-Based Shot Boundary Detection Algorithm for Content-Based Video Retrieval
  • 2 Proposed Method
  • 2.1 Shot Boundary Detection Algorithm with DE and SVM
  • 3 Experiment and Results
  • 4 Conclusion
  • Qutrit-Based Genetic Algorithm for Hyperspectral Image Thresholding
  • 2 Fundamental Concepts of Quantum Computing
  • 3 HSI Band Selection Based on Interactive Information
  • 4 Proposed Methodology
  • 4.1 HSI Pre-processing Stage
  • 4.2 QutritGA
  • 5 Experimental Results
  • 5.1 Dataset
  • 5.2 Analysis
  • 6 Conclusion
  • Employing Parallel Hardware Architectures to Diagnose Sickle Cell Anemia in Real-Time Basis
  • 2 Literature Review
  • 3 Parallel Hardware Implementation
  • 3.1 FPGA
  • 3.2 GPU
  • 4 Diagnostic Algorithm of SCA
  • 5 Results and Discussion
  • Implementing a Hardware Accelerator to Enhance the Recognition Performance of the Fruit Mature
  • 2 Fruit Recognition Process
  • 2.1 Color-Threshold
  • 2.2 K-Means Clustering
  • 2.3 Hardware Implementation
  • 3 Results and Discussion
  • 4 Conclusions
  • Time Series Modelling and Forecasting of Patient Arrivals at an Emergency Department of a Select Hospital
  • 2 Review of Literature
  • 3 Context of the Study
  • 4 Data Analysis
  • 4.1 Descriptive Analysis
  • 4.2 Predictive Analytics: Modelling Patient Arrivals for Operational Shift One from 12 AM to 8 AM.
  • 4.3 Modelling Patient Arrivals for Operational Shift Two from 8 AM to 8 PM
  • 4.4 Modelling Patient Arrivals for Operational Shift Three from 8 PM to 12 AM
  • 5 Conclusions and Future Work
  • Deep Convolutional Neural Network-Based Diagnosis of Invasive Ductal Carcinoma
  • 2 Related Works
  • 3 Methods
  • 3.1 Dataset Description
  • 3.2 Model Architecture
  • 4 Result
  • 5 Conclusion and Discussion
  • Speaker Identification in Spoken Language Mismatch Condition: An Experimental Study
  • 2 Speaker Identification Experiments
  • 2.1 Experimental Data
  • 2.2 Architecture of SID System
  • 2.3 Experimental Setup
  • 3 Result and Discussion
  • Ultrasound Image Classification Using ACGAN with Small Training Dataset
  • 2.1 Transfer Learning
  • 2.2 GAN
  • 2.3 ACGAN
  • 3 Proposed Method
  • 3.1 Data Augmentation
  • 3.2 Training Classifier
  • 3.3 Classifying Test Images
  • 4.1 Dataset
  • 4.2 Experimental Setup
  • 4.3 Quantitative Result
  • 5 Conclusions
  • Assessment of Eyeball Movement and Head Movement Detection Based on Reading
  • 3 System Architecture
  • 4 Experimental Details
  • 4.1 Eye Detection
  • 4.2 Eyeball Detection
  • 4.3 Eyeball Movement Detection
  • 4.4 Nose Detection
  • 4.5 Counting Movement and Recording in CSV File
  • 4.6 Low-Cost System
  • 4.7 Implementation and Result
  • Using Hadoop Ecosystem and Python to Explore Climate Change
  • 2 Study Design and Implementation
  • 2.1 Data Sources
  • 2.2 Hadoop Overview and Workflow
  • 2.3 Storing Data in RDBMS System
  • 2.4 Data Migration from RDBMS to Hadoop
  • 2.5 Data Transformations Using Hive and Impala
  • 2.6 Connecting Python to Hive and Importing Tables.
  • 2.7 Climate Change Data Analysis
  • 3 Conclusion
  • A Brief Review of Intelligent Rule Extraction Techniques
  • 2 Motivation
  • 3 Intelligent Approaches to Rule Extraction
  • 3.1 Heuristic Approaches
  • 3.2 Regression Based Approaches
  • 3.3 Fuzzy Approaches
  • 3.4 Neuro-fuzzy Approaches
  • 3.5 Interpolation Based Approaches
  • 3.6 Evolutionary Fuzzy Approaches
  • 3.7 Rough-Fuzzy Approaches
  • 3.8 Dynamic and Adaptive Approaches
  • 4 Discussions and Conclusion
  • The Effect of Different Feature Selection Methods for Classification of Melanoma
  • 3 Methodology
  • 3.1 Texture Features
  • 3.2 Approach to Feature Selection
  • 4 Results and Discussion
  • Intelligent Hybrid Technique to Secure Bluetooth Communications
  • 2 Popular Security Issues of Bluetooth
  • 3 Authentication and Encryption Used in Bluetooth Media
  • 3.1 Encryption Process
  • 3.2 Authentication Process
  • 4 The Framework Details of Proposed Hybrid Technique
  • 4.1 Blowfish Algorithm
  • 4.2 MD5 Hashing Algorithm
  • 5 Mechanisim of Proposed Method
  • 5.1 Sender Side
  • 5.2 Receiver Side
  • Parallel Algorithm to find Integer k where a given Well-Distributed Graph is k-Metric Dimensional
  • 1 Introduction and Background
  • 1.1 Distance from a Given Vertex v to All Other Vertices
  • 2 Conclusion
  • A Fog-Based Retrieval of Real-Time Data for Health Applications
  • 2 Related Work
  • 3 Proposed Model
  • 4 Experimental Setup
  • 5 Performance Analysis
  • References.
ISBN
981-336-966-3
OCLC
1245663805
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