Recent Trends in Image Processing and Pattern Recognition
Springer International Publishing (Verlag)
978-3-031-53084-5 (ISBN)
The 62 full papers included in this book were carefully reviewed and selected from 216 submissions. The papers are organized in the following topical sections:
Volume I:
Artificial intelligence and applied machine learning; applied image processing and pattern recognition; and biometrics and applications.
Volume II:
Healthcare informatics; pattern recognition in blockchain, IOT, cyber plus network security, and cryptography.
Healthcare Informatics.- Leveraging Handwriting Impairment as a Biomarker for Early Diagnosis of Parkinson's Disease.- Enhancing CT Image Visualization and Analysis through Rescaling Raw Pixel Values to Hounsfield Units.- Diabetic Retinopathy Blood Vessel Detection using Deep-CNN-Based Feature Extraction and Classification.- Detection of COVID-19 Disease Using Federated Learning.- Breast Cancer Detection Using Optimal Machine Learning Techniques: Uncovering the Most Effective Approach.- Compressed Deep Learning Models with XAI for COVID-19 Detection using CXR images.- HLB disease detection in Omani Lime Trees using Hyperspectral Imaging based Techniques.- A Stack Ensemble Approach for Early Alzheimer Classification using Machine Learning Algorithms.- Analyzing Pulmonary Abnormality with Superpixel Based Graph Neural Network in Chest X-ray.- Silicosis Detection using Extended Transfer Learning Model.- Automated Make and ModelIdentification of Reverse Shoulder Implants Using Deep Learning Methodology.- COVID-19 Disease Prediction Using Generative Adversarial Networks with Convolution Neural Network (GANs-CNN) Model.- Modified Snapshot Ensemble Algorithm for Skin Lesion Classification.- A residual learning approach towards the diagnosis of colorectal disease effectively.- Realistic skin image Data Generation leveraging Conditional GAN and classification using Deep CNN.- Radiography and Thermography based Image Processing Techniques for Assessment of Lower Back Pain.- Exploring Imaging Biomarkers for Early Detection of Alzheimer's Disease using Deep Learning: A Comprehensive Analysis.- Pattern Recognition in Blockchain, IOT, Cyber Plus Network Security, and Cryptography.- VAIDS: A Hybrid Deep Learning Model to Detect Intrusions in MQTT Protocol Enabled Networks.- Crypto Bank: Cryptocurrency Wallet Based on Blockchain.- Large-Language-Models (LLM) -Based AI Chatbots: Architecture, In-depth Analysis and Their Performance Evaluation.- CincoCrypto - A Cryptocurrency Price Forecasting Tool For Everyone.- Deep Neural Networks Based Security Solution for ATM Transactions.- A Comprehensive Analysis of Blockchain Network Security: Attacks and their Counter measures.- Enhancing Android Malware Detection: CFS Based Texture Feature Selection and Ensembled Classifier for Malware App Analysis.- Blockchain-Enhanced Federated Learning for Secure Malicious Activity Detection in Cyber-Physical Systems.- Classification of Images Extracted from Scientific Documents for Cyber Deception.- Optimal Resource Allocation for Energy Harvested Cognitive Radio Networks Based on Learn Heuristic Algorithm.- Blockchain for Patient Data Integrity: Decentralised Storage and Retrieval in Modern Healthcare Systems.- UI/UX for Aerospace Qualification Business Processes.- Comparative Studies of Stochastic Techniques to Minimize the Cost of Biomass Supply Networks.- Federated Unlearning and Server Right to Forget: Handling Unreliable Client Contributions.
Erscheinungsdatum | 31.01.2024 |
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Reihe/Serie | Communications in Computer and Information Science |
Zusatzinfo | XIX, 413 p. 173 illus., 139 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 664 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Schlagworte | Artificial Intelligence • Classification methods • Computer Security • computer vision • Correlation Analysis • Databases • Deep learning • document management and text processing • Image Analysis • Image Processing • Image Segmentation • Imaging Systems • Information Retrieval • Knowledge Representation and Reasoning • machine learning • Natural Language Processing (NLP) • Neural networks • pattern recognition |
ISBN-10 | 3-031-53084-5 / 3031530845 |
ISBN-13 | 978-3-031-53084-5 / 9783031530845 |
Zustand | Neuware |
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