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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).
Availability
Available Online
Springer Nature - Springer Engineering eBooks 2021 English International
Details
Subject(s)
Signal processing
—
Digital techniques
—
Congresses
[Browse]
Image processing
—
Congresses
[Browse]
Related name
International Symposium on Signal and Image Processing
[Browse]
Series
Advances in intelligent systems and computing ; 1333.
[More in this series]
Advances in intelligent systems and computing ; Volume 1333
[More in this 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.
Show 129 more Contents items
ISBN
981-336-966-3
OCLC
1245663805
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