Recent Trends in Image Processing and Pattern Recognition

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Data Characterization for Reliable AI in Medicine
3. Altmetric Badge
   Chapter 2 Alzheimer’s Disease Detection Using Ensemble Learning and Artificial Neural Networks
4. Altmetric Badge
   Chapter 3 Semi-supervised Multi-domain Learning for Medical Image Classification
5. Altmetric Badge
   Chapter 4 Significant CC400 Functional Brain Parcellations Based LeNet5 Convolutional Neural Network for Autism Spectrum Disorder Detection
6. Altmetric Badge
   Chapter 5 2D Respiratory Sound Analysis to Detect Lung Abnormalities
7. Altmetric Badge
   Chapter 6 Analyzing Chest X-Ray to Detect the Evidence of Lung Abnormality Due to Infectious Disease
8. Altmetric Badge
   Chapter 7 Chest X-ray Image Super-Resolution via Deep Contrast Consistent Feature Network
9. Altmetric Badge
   Chapter 8 A Novel Approach to Enhance Effectiveness of Image Segmentation Techniques on Extremely Noisy Medical Images
10. Altmetric Badge
    Chapter 9 Federated Learning for Lung Sound Analysis
11. Altmetric Badge
    Chapter 10 Performance Analysis of CNN and Quantized CNN Model for Rheumatoid Arthritis Identification Using Thermal Image
12. Altmetric Badge
    Chapter 11 Image Processing and Pattern Recognition of Micropores of Polysulfone Membrane for the Bio-separation of Viruses from Whole Blood
13. Altmetric Badge
    Chapter 12 An Extreme Learning Machine-Based AutoEncoder (ELM-AE) for Denoising Knee X-ray Images and Grading Knee Osteoarthritis Severity
14. Altmetric Badge
    Chapter 13 Motor Imagery Classification Combining Riemannian Geometry and Artificial Neural Networks
15. Altmetric Badge
    Chapter 14 Autism Spectrum Disorder Detection Using Transfer Learning with VGG 19, Inception V3 and DenseNet 201
16. Altmetric Badge
    Chapter 15 Shrimp Shape Analysis by a Chord Length Function Based Methodology
17. Altmetric Badge
    Chapter 16 Supervised Neural Networks for Fruit Identification
18. Altmetric Badge
    Chapter 17 Targeted Clean-Label Poisoning Attacks on Federated Learning
19. Altmetric Badge
    Chapter 18 Building Marathi SentiWordNet
20. Altmetric Badge
    Chapter 19 A Computational Study on Calibrated VGG19 for Multimodal Learning and Representation in Surveillance
21. Altmetric Badge
    Chapter 20 Automated Deep Learning Based Approach for Albinism Detection
22. Altmetric Badge
    Chapter 21 A Deep Learning-Based Regression Scheme for Angle Estimation in Image Dataset
23. Altmetric Badge
    Chapter 22 The Classification of Native and Invasive Species in North America: A Transfer Learning and Random Forest Pipeline
24. Altmetric Badge
    Chapter 23 Towards a Digital Twin Integrated DLT and IoT-Based Automated Healthcare Ecosystem
25. Altmetric Badge
    Chapter 24 Enabling Edge Devices Using Federated Learning and Big Data for Proactive Decisions
26. Altmetric Badge
    Chapter 25 IoT and Blockchain Oriented Gender Determination of Bangladeshi Populations
27. Altmetric Badge
    Chapter 26 Federated Learning Based Secured Computational Offloading in Cyber-Physical IoST Systems
28. Altmetric Badge
    Chapter 27 A Hybrid Campus Security System Combined of Face, Number-Plate, and Voice Recognition
29. Altmetric Badge
    Chapter 28 Single-Trial Detection of Event-Related Potentials with Artificial Examples Based on Coloring Transformation
30. Altmetric Badge
    Chapter 29 Identifying the Relationship Between Hypothesis and Premise
31. Altmetric Badge
    Chapter 30 Data Poisoning Attack by Label Flipping on SplitFed Learning
32. Altmetric Badge
    Chapter 31 A Deep Learning-Powered Voice-Enabled Math Tutor for Kids