Computer Vision and Image Processing

Table of Contents

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   Book Overview
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   Chapter 1 Anomaly Detection in ATM Vestibules Using Three-Stream Deep Learning Approach
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   Chapter 2 MIS-Net: A Deep Residual Network Based on Memorised Pooling Indices for Medical Image Segmentation
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   Chapter 3 HD-VAE-GAN: Hiding Data with Variational Autoencoder Generative Adversarial Networks
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   Chapter 4 Share-GAN: A Novel Shared Task Training in Generative Adversarial Networks for Data Hiding
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   Chapter 5 Hiding Video in Images: Harnessing Adversarial Learning on Deep 3D-Spatio-Temporal Convolutional Neural Networks
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   Chapter 6 An Explainable Transfer Learning Based Approach for Detecting Face Mask
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   Chapter 7 Left Ventricle Segmentation of 2D Echocardiography Using Deep Learning
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   Chapter 8 Multi Modal 2-D Canvas Based Gallery Content Retrieval
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    Chapter 9 A Segmentation Based Robust Fractional Variational Model for Motion Estimation
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    Chapter 10 FlashGAN: Generating Ambient Images from Flash Photographs
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    Chapter 11 CT Image Synthesis from MR Image Using Edge-Aware Generative Adversarial Network
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    Chapter 12 Modified Scaled-YOLOv4: Soccer Player and Ball Detection for Real Time Implementation
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    Chapter 13 CandidNet: A Novel Framework for Candid Moments Detection
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    Chapter 14 Cost Efficient Defect Detection in Bangle Industry Using Transfer Learning
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    Chapter 15 Single Image Dehazing Using Multipath Networks Based on Chain of U-Nets
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    Chapter 16 Leveraging Tri-Planar Views and Weighted Average Fusion Technique to Classify Lung Nodule Malignancy
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    Chapter 17 A Bayesian Approach to Gaussian-Impulse Noise Removal Using Hessian Norm Regularization
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    Chapter 18 DeepTemplates: Object Segmentation Using Shape Templates
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    Chapter 19 Data-Centric Approach to SAR-Optical Image Translation
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    Chapter 20 Linear and Non-Linear Filter-based Counter-Forensics Against Image Splicing Detection
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    Chapter 21 Ischemic Stroke Lesion Segmentation in CT Perfusion Images Using U-Net with Group Convolutions
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    Chapter 22 Multi-generator MD-GAN with Reset Discriminator: A Framework to Handle Non-IID Data
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    Chapter 23 Video Colorization Using Modified Autoencoder Generative Adversarial Networks
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    Chapter 24 Real-Time Violence Detection Using Deep Neural Networks and DTW
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    Chapter 25 Skin Disease Detection Using Saliency Maps and Segmentation Techniques
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    Chapter 26 An Alternate Approach for Single Image Haze Removal Using Path Prediction
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    Chapter 27 Detecting Tropical Cyclones in INSAT-3D Satellite Images Using CNN-Based Model
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    Chapter 28 Two Stream RGB-LBP Based Transfer Learning Model for Face Anti-spoofing
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    Chapter 29 Logarithmic Progressive-SMOTE: Oversampling Minorities in Retinal Fundus Multi-disease Image Dataset
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    Chapter 30 Sequence Recognition in Bharatnatyam Dance
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    Chapter 31 Multi-modality Fusion for Siamese Network Based RGB-T Tracking (mfSiamTrack)
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    Chapter 32 Automated Detection of Changes in Built-Up Areas for Map Updating: A Case Study in Northern Italy
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    Chapter 33 Adaptive Learning for Leather Image Pre-processing Using GAN
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    Chapter 34 Automated Sulcus Depth Measurement on Axial Knee MR Images
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    Chapter 35 LiSHT: Non-parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks
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    Chapter 36 Plant Disease Classification Using Hybrid Features
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    Chapter 37 Analyzing Hydro-Estimator INSAT-3D Time Series with Outlier Detection
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    Chapter 38 Scalable Architecture for Mining Big Earth Observation Data: SAMBEO
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    Chapter 39 An Efficient Deep Transfer Learning Approach for Classification of Skin Cancer Images
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    Chapter 40 Computer Vision Based Mechanism for Detecting Fire and Its Classes
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    Chapter 41 A Random Forest-based No-Reference Quality Metric for UGC Videos
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    Chapter 42 Endmember Extraction with Unknown Number of Sources for Hyperspectral Unmixing
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    Chapter 43 Advancement in Spectrum Sensing Algorithms in Cognitive Radio Architecture
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    Chapter 44 Fast Detection and Rule Based Classification of Bharatanatyam hasta mudra
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    Chapter 45 MFNet: A Facial Recognition Pipeline for Masked Faces Using FaceNet
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    Chapter 46 Deep Learning Based Novel Cascaded Approach for Skin Lesion Analysis
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    Chapter 47 Attending Local and Global Features for Image Caption Generation
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    Chapter 48 A Study on an Ensemble Model for Automatic Classification of Melanoma from Dermoscopy Images
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    Chapter 49 Challenges in Data Extraction from Graphical Labels in the Commercial Products
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    Chapter 50 A Novel Deep Learning Method for Thermal to Annotated Thermal-Optical Fused Images
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    Chapter 51 A Compact-Structured Convolutional Neural Network for Single Image Denoising and Super-Resolution
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    Chapter 52 A Case Study of Rice Paddy Field Detection Using Sentinel-1 Time Series in Northern Italy
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    Chapter 53 The UNICT-TEAM Vision Modules for the Mohamed Bin Zayed International Robotics Challenge 2020
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    Chapter 54 ResUNet: An Automated Deep Learning Model for Image Splicing Localization