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Image Processing and Capsule Networks

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Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Efficient GAN-Based Remote Sensing Image Change Detection Under Noise Conditions
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    Chapter 2 Recognition of Handwritten Digits by Image Processing Methods and Classification Models
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    Chapter 3 Convolutional Neural Network with Multi-column Characteristics Extraction for Image Classification
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    Chapter 4 Face Detection Based on Image Stitching for Class Attendance Checking
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    Chapter 5 Image Processing Technique for Effective Analysis of the Cytotoxic Activity in Human Breast Cancer Cell Lines – MCF-7
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    Chapter 6 Development of an Algorithm for Vertebrae Identification Using Speeded up Robost Features (SURF) Technique in Scoliosis X-Ray Images
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    Chapter 7 Comparison of Machine Learning Algorithms for Smart License Number Plate Detection System
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    Chapter 8 Sign Language Identification Using Image Processing Techniques
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    Chapter 9 Hybrid Speckle Reduction Filter for Corneal OCT Images
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    Chapter 10 Digital Image Restoration Using Modified Richardson-Lucy Deconvolution Algorithm
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    Chapter 11 A Study of Electronic Health Record to Unfold Its Significance for Medical Reforms
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    Chapter 12 Texture Analysis in Skull Magnetic Resonance Imaging
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    Chapter 13 Security Analysis for Machine Learning and Image Processing Related Information Systems
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    Chapter 14 The High Performance Image Encryption Method Based on HAD-L
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    Chapter 15 Iclique Cloak Approach for Protecting Privacy of Mobile Location with Image Processing Techniques
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    Chapter 16 Deep Learning of Robust Representations for Multi-instance and Multi-label Image Classification
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    Chapter 17 Classification of Mitochondrial Network Images Associated with the Study of Breast Cancer
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    Chapter 18 Review on Brain Tumor Segmentation: Hard and Soft Computing Approaches
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    Chapter 19 The Appraised Structure for Improving Quality in the Compressed Image Using EQI-AC Algorithm
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    Chapter 20 ExclusiveOR-Discrete Cosine Transform- A Chaotic Algorithm for Image Encryption and Decryption
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    Chapter 21 Privacy Preservation for Continuous Decremental Data Publishing
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    Chapter 22 An Effective and Efficient Heuristic Privacy Preservation Algorithm for Decremental Anonymization Datasets
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    Chapter 23 A Brain Computer Interface Based Patient Observation and Indoor Locating System with Capsule Network Algorithm
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    Chapter 24 Approach for the Classification of Polliniferous Vegetation Using Multispectral Imaging and Neural Networks
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    Chapter 25 Adaptive Ternary Pattern Based on Supervised Learning Approach for Ground-Based Cloud Type Classification
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    Chapter 26 Analyzing User Behavior and Sentimental in Computer Mediated Communication
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    Chapter 27 Diabetes Analysis and Risk Calculation – Auto Rebuild Model by Using Flask API
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    Chapter 28 Impact of Class Imbalance on Convolutional Neural Network Training in Multi-class Problems
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    Chapter 29 Asset Productivity in Organisations at the Intersection of Big Data Analytics and Supply Chain Management
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    Chapter 30 Prediction of Intraday Trend Reversal in Stock Market Index Through Machine Learning Algorithms
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    Chapter 31 Survey on Fake News Detection Techniques
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    Chapter 32 Neural Network Configuration for Pollen Analysis
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    Chapter 33 Framework to Enhance the Reachability of AI Techniques in Medical
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    Chapter 34 Blockchain Based E-Healthcare Record System
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    Chapter 35 Differential Evolution with Different Crossover Operators for Solving Unconstrained Global Optimization Algorithms
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    Chapter 36 Potential Subscriber Detection Using Machine Learning
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    Chapter 37 Efficient Deep Learning Approach for Multi-label Semantic Scene Classification
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    Chapter 38 Identification of Plant Diseases Using Machine Learning: A Survey
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    Chapter 39 GigaHertz: Gesture Sensing Using Microwave Radar and IR Sensor with Machine Learning Algorithms
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    Chapter 40 A Machine Learning Approach to Classify Dengue Outbreak in Tropical Conditions
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    Chapter 41 A Blockchain-Based Decentralized Framework for Crowdsourcing
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    Chapter 42 Damping Percentage Detection Using Unconventional Methods
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    Chapter 43 Mining Temporal Sequence Patterns Using Association Rule Mining Algorithms for Prediction of Human Activity from Surveillance Videos
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    Chapter 44 Healthcare Analytics: Overcoming the Barriers to Health Information Using Machine Learning Algorithms
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    Chapter 45 A Prediction of Heart Disease Using Machine Learning Algorithms
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    Chapter 46 Multi-lingual Author Profiling: Predicting Gender and Age from Tweets!
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    Chapter 47 Implementation of Black Box System for Accident Analysis Using Raspberry Pi
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    Chapter 48 CORONA-19 NET: Transfer Learning Approach for Automatic Classification of Coronavirus Infections in Chest Radiographs
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    Chapter 49 An IoT-Based Heart Disease Detection System Using RNN
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    Chapter 50 A Framework for Checking Plagiarized Contents in Programs Submitted at Online Judging Systems
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    Chapter 51 Developing an IoT Based Water Pollution Monitoring System
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    Chapter 52 An Innovative Approach for Aerial Video Surveillance Using Video Content Analysis and Indexing
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    Chapter 53 Developing a Framework to Identify Potential Firms for Job Assignment
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    Chapter 54 Developing a Framework for Trend Prediction of Stocks Prices
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    Chapter 55 Machine Learning Based Diagnosis of Alzheimer’s Disease
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    Chapter 56 IoT Based Vehicle (Car) Theft Detection
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    Chapter 57 EMG Signal Classification with Effective Features for Diagnosis
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    Chapter 58 Eye Fatigue Algorithm for Driver Drowsiness Detection System
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    Chapter 59 An Analytical Approach for Recognizing the Occupational Gender Bias in the Data Systems
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    Chapter 60 Highly Protective Framework for Medical Identity Theft by Combining Data Hiding with Cryptography
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    Chapter 61 Improving the Prediction Accuracy of ASD Using Class Imbalance Mitigation Technique
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    Chapter 62 Stock Price Prediction Based on Technical Indicators with Soft Computing Models
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    Chapter 63 Credit Card Fraud Detection Technique Based on Hybrid Classification
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    Chapter 64 Improved Fast Block Matching Motion Estimation Using Multiple Frames
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    Chapter 65 Efficient Framework for Identification of Soybean Disease Using Machine Learning Algorithms
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    Chapter 66 Brain Image Visualization
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    Chapter 67 A Framework for Degraded Kannada Character Recognition
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    Chapter 68 Classification of Soybean Diseases Using Pre-trained Deep Convolutional Neural Networks
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    Chapter 69 Feedforward Back Propagation Neural Network (FFBPNN) Based Approach for the Identification of Handwritten Math Equations
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    Chapter 70 Ritchie’s Smart Watch Data Analytics and Visualization
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    Chapter 71 Sentiment Analysis for Product Rating Using Classification
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    Chapter 72 Face Recognition System Using a Hybrid Scale Invariant Feature Transform Based on Local Binary Pattern
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Title
Image Processing and Capsule Networks
Published by
Springer International Publishing, September 2020
DOI 10.1007/978-3-030-51859-2
ISBNs
978-3-03-051858-5, 978-3-03-051859-2
Editors

Chen, Joy Iong-Zong, Tavares, João Manuel R. S., Shakya, Subarna, Iliyasu, Abdullah M.

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