Fourth International Conference on Image Processing and Capsule Networks

Table of Contents

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   Book Overview
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   Chapter 1 Modern Challenges and Limitations in Medical Science Using Capsule Networks: A Comprehensive Review
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   Chapter 2 Studies on Movie Soundtracks Over the Last Five Years
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   Chapter 3 Blind Source Separation of EEG Signals Using Wavelet and EMD Decomposition
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   Chapter 4 Image Extraction Approaches for Density Count Measurement in Obstruction Renography Using Radiotracer 99mTc-DTPA
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   Chapter 5 Deep Short-Term Long Memory Technique for Respiratory Lung Disease Prediction
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   Chapter 6 Utilizing Satellite Imagery for Flood Monitoring in Urban Regions
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   Chapter 7 Optimizing Permutations in Biclustering Algorithms
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   Chapter 8 Extracting Graphs from Plant Leaf Venations Using Image Processing
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    Chapter 9 Multispectral Fusion of Multisensor Image Data Using PCNN for Performance Evaluation in Sensor Networks
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    Chapter 10 U-Net-Based Segmentation of Coronary Arteries in Invasive Coronary Angiography
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    Chapter 11 Change Detection for Multispectral Remote Sensing Images Using Deep Learning
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    Chapter 12 Explainable AI for Black Sigatoka Detection
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    Chapter 13 Modified U-Net and CRF for Image Segmentation of Crop Images
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    Chapter 14 Securing Data in the Cloud: The Application of Fuzzy Identity Biometric Encryption for Enhanced Privacy and Authentication
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    Chapter 15 Quantum Convolutional Neural Network for Agricultural Mechanization and Plant Disease Detection
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    Chapter 16 Innovative Method for Alzheimer’s Disease Detection Using Convolutional Neural Networks
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    Chapter 17 Segmentation of White Matter Lesions in MRI Images Using Optimization-Based Deep Neural Network
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    Chapter 18 A New Multi-level Hazy Image and Video Dataset for Benchmark of Dehazing Methods
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    Chapter 19 Creative AI Using DeepDream
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    Chapter 20 Tuberculosis Bacteria Detection Using Deep Learning Techniques
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    Chapter 21 An Enhanced Real-Time System for Wrong-Way and Over Speed Violation Detection Using Deep Learning
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    Chapter 22 U-Net-Based Denoising Autoencoder Network for De-Speckling in Fetal Ultrasound Images
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    Chapter 23 Galo Lexical Tone Recognition Using Machine Learning Approach
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    Chapter 24 Tea Leaf Disease Classification Using an Encoder-Decoder Convolutional Neural Network with Skip Connections
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    Chapter 25 Deep Learning-Based Classification of Lung Cancer Lesions in CT Scans: Comparative Analysis of CNN, VGG-16, and MobileNet Models
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    Chapter 26 A Novel Fingerprint-Based Age Group Classification Approach Using DWT and DFT Analysis
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    Chapter 27 Exploring the Potential Use of Infrared Imaging in Medical Diagnosis: Comprehensive Framework for Diabetes and Breast Cancer Screening
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    Chapter 28 Precision Agriculture Through Stress Monitoring in Crops with Multispectral Remote Sensing Data
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    Chapter 29 EEG Signal Feature Extraction Using Principal Component Analysis and Power Spectral Entropy for Multiclass Emotion Prediction
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    Chapter 30 Semantic Image Segmentation of Agricultural Field Problem Areas Using Deep Neural Networks Based on the DeepLabV3 Model
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    Chapter 31 A Unified Deep Learning Model for Multi-Satellite Image Classification of Land Use and Land Cover
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    Chapter 32 Multi-class Plant Leaf Disease Classification on Real-Time Images Using YOLO V7
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    Chapter 33 City Road Anomaly Alert for Autonomous Vehicles: Pothole Dimension Estimation with YOLOv5
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    Chapter 34 Craniofacial and Cervical Aesthetic Surgical Outcome Analysis Using Visual Similarity Metrics
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    Chapter 35 Brain Tumor Recognition from MRI Using Deep Learning with Data Balancing Methods and Its Explainability with AI
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    Chapter 36 Histopathology Breast Cancer Classification Using CNN
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    Chapter 37 Automated Wave Height Measurement and Analysis Through Image Processing: A Computer Vision Approach for Oceanography
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    Chapter 38 Enhanced Feature Fusion from Dual Attention Paths Using Feature Gating Mechanism for Scene Categorization of Aerial Images
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    Chapter 39 Thermal Image-Based Fault Detection Using Machine Learning and Deep Learning in Industrial Machines: Issues-Challenges and Emerging Trends
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    Chapter 40 AdaptPSOFL: Adaptive Particle Swarm Optimization-Based Layer Offloading Framework for Federated Learning
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    Chapter 41 The Brain Tumors Identification, Detection, and Classification with AI/ML Algorithm with Certainty of Operations
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    Chapter 42 A Dimensionality Reduction Method for the Fusion of NIR and Visible Image
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    Chapter 43 Hand Gesture-Based AI System for Accessing Windows Applications
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    Chapter 44 FlameGuard: A Smart System for Forest Fire Detection and Control
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    Chapter 45 Classification and Analysis of Chilli Plant Disease Detection Using Convolution Neural Networks
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    Chapter 46 Sign Language Recognition Using Long Short-Term Memory Deep Learning Model
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    Chapter 47 Explainable Artificial Intelligence and Deep Transfer Learning for Skin Disease Diagnosis
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    Chapter 48 A Comparison Study Between Otsu’s Thresholding, Fuzzy C -Means, and K -Means for Breast Tumor Segmentation in Mammograms