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Computer Vision and Robotics

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Table of Contents

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    Book Overview
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    Chapter 1 Rebalancing Algorithm for Bike Sharing System Networks with Uncertain Inventories and Stations with Finite Capacity
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    Chapter 2 Sensor-Based Personal Activity Recognition Using Mixed 5-Layer CNN-LSTM and Hyperparameter Tunning
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    Chapter 3 Machine Learning Approach Using Artificial Neural Networks to Detect Malicious Nodes in IoT Networks
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    Chapter 4 Ensemble Learning Approach for Heart Disease Prediction
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    Chapter 5 Computer Vision-Based Contactless Cardiac Pulse Estimation
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    Chapter 6 Mobile Malware Detection: A Comparative Study of Machine Learning Models
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    Chapter 7 Distance and Similarity Measures of Hesitant Bi-Fuzzy Set and Its Applications in Pattern Recognition Problem
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    Chapter 8 Impact of Machine Learning in Education
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    Chapter 9 Lung Disease Classification Using CNN
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    Chapter 10 Facemask Detection Using Convolutional Neural Networks
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    Chapter 11 Optimized Encryption Technique for Securing E-Health Images
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    Chapter 12 Machine Learning Approach for Traffic Sign Detection and Indication Using Open CV with Python
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    Chapter 13 Determining the Fruit Ripening Stage Using Convolution Neural Networks
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    Chapter 14 Text Preprocessing and Enrichment of Large Text Corpus-Based Keyphrase Generation for Goal-Oriented Dialogue Systems
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    Chapter 15 Investigating Land Use and Land Cover Classification Using Landsat-8 Remote Sensing Data by Comparing Machine Learning Algorithms (Case Study: Dehradun Region)
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    Chapter 16 A Comprehensive Review and Discussion on Corn Leaf Disease Detection Using Artificial Intelligence
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    Chapter 17 SESC-YOLO: Enhanced YOLOV5 for Detecting Defects on Steel Surface
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    Chapter 18 Real-Time Drowning Detection at the Edge
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    Chapter 19 Technical Review on Early Diagnosis of Types of Glaucoma Using Multi Feature Analysis Based on DBN Classification
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    Chapter 20 Recent Advances in Computer Vision Technologies for Lane Detection in Autonomous Vehicles
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    Chapter 21 RANC-Based Hardware Implementation of Spiking Neural Network for Sleeping Posture Classification
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    Chapter 22 A Case Study of Selecting Suitable Agribots in Agri-Farming
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    Chapter 23 A Survey on Novel Hybrid Metaheuristic Algorithms for Image Segmentation
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    Chapter 24 Privacy Preserving Through Federated Learning
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    Chapter 25 A Ranking Method for the Linguistic q -Rung Orthopair Fuzzy Set Based on the Possibility Degree Measure
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    Chapter 26 Impact of DFIM Controller Parameters on SSR Characteristics of Wind Energy Conversion System with Series Capacitor Compensation
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    Chapter 27 Design and Analysis of Sliding Mode Controller for Solar PV Two-Stage Power Conversion System
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    Chapter 28 Classification of PQDs by Reconstruction of Complex Wavelet Phasor and a Feed-Forward Neural Network—Fully Connected Structure
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    Chapter 29 Air Traffic Monitoring Using Blockchain
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    Chapter 30 Structured Image Detection Using Deep Learning (SIDUD)
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    Chapter 31 Enhanced Heart Disease Prediction Using Hybrid Random Forest with Linear Model
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    Chapter 32 A Survey on Applications of Particle Swarm Optimization Algorithms for Software Effort Estimation
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    Chapter 33 Rice Crop Disease Detection Using Machine Learning Algorithms
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    Chapter 34 Survey on Monkeypox Detection Using Computer Vision
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    Chapter 35 Plant Data Survey: A Comprehensive Survey on Plant Disease Detection Database
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    Chapter 36 Multimodal Biometric System Using Palm Vein and Ear Images
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    Chapter 37 Machine Learning Algorithms for Polycystic Ovary Syndrome/Polycystic Ovarian Syndrome Detection: A Comparison
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    Chapter 38 Non-Invasive Video Analysis Technique for Detecting Sleep Apnea
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    Chapter 39 Application of Battery Storage Controlling by Utilizing the Adaptive Neural Network Controller at Various Local Load Conditions
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    Chapter 40 Synthesizing Music by Artist’s Style Transfer Using VQ-VAE and Diffusion Model
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    Chapter 41 Segmentation and Classification for Plant Leaf Identification Using Deep Learning Model
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    Chapter 42 Analyzing Machine Learning Algorithm for Breast Cancer Diagnosis
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    Chapter 43 IoT Application on Home Automation with Smart Meter
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    Chapter 44 Personal Area Network (PAN) Smart Guide for the Blind (PSGB)
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    Chapter 45 Brain MRI Classification: A Systematic Review
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    Chapter 46 A Step Towards Smart Farming: Unified Role of AI and IoT
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Title
Computer Vision and Robotics
Published by
Springer Nature Singapore, October 2023
DOI 10.1007/978-981-99-4577-1
ISBNs
978-9-81-994576-4, 978-9-81-994577-1
Editors

Shukla, Praveen Kumar, Mittal, Himanshu, Engelbrecht, Andries

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