Computer Vision and Image Processing

Table of Contents

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   Book Overview
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   Chapter 1 Denoising Images with Varying Noises Using Autoencoders
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   Chapter 2 Image Aesthetics Assessment Using Multi Channel Convolutional Neural Networks
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   Chapter 3 Profession Identification Using Handwritten Text Images
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   Chapter 4 A Study on Deep Learning for Breast Cancer Detection in Histopathological Images
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   Chapter 5 Face Presentation Attack Detection Using Multi-classifier Fusion of Off-the-Shelf Deep Features
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   Chapter 6 Vision-Based Malware Detection and Classification Using Lightweight Deep Learning Paradigm
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   Chapter 7 A Deep Neural Network Classifier Based on Belief Theory
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   Chapter 8 Real-Time Driver Drowsiness Detection Using Deep Learning and Heterogeneous Computing on Embedded System
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    Chapter 9 A Comparative Analysis for Various Stroke Prediction Techniques
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    Chapter 10 A Convolutional Fuzzy Min-Max Neural Network for Image Classification
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    Chapter 11 Anomalous Event Detection and Localization Using Stacked Autoencoder
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    Chapter 12 Kernel Variants of Extended Locality Preserving Projection
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    Chapter 13 DNN Based Adaptive Video Streaming Using Combination of Supervised Learning and Reinforcement Learning
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    Chapter 14 A Deep Convolutional Neural Network Based Approach to Extract and Apply Photographic Transformations
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    Chapter 15 Video Based Deception Detection Using Deep Recurrent Convolutional Neural Network
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    Chapter 16 Deep Demosaicing Using ResNet-Bottleneck Architecture
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    Chapter 17 Psychological Stress Detection Using Deep Convolutional Neural Networks
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    Chapter 18 Video Colorization Using CNNs and Keyframes Extraction: An Application in Saving Bandwidth
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    Chapter 19 Image Compression for Constrained Aerial Platforms: A Unified Framework of Laplacian and cGAN
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    Chapter 20 Multi-frame and Multi-scale Conditional Generative Adversarial Networks for Efficient Foreground Extraction
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    Chapter 21 Ink Analysis Using CNN-Based Transfer Learning to Detect Alteration in Handwritten Words
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    Chapter 22 Ensemble Methods on Weak Classifiers for Improved Driver Distraction Detection
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    Chapter 23 DeepRNNetSeg: Deep Residual Neural Network for Nuclei Segmentation on Breast Cancer Histopathological Images
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    Chapter 24 Classification of Breast Tissue Density
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    Chapter 25 Extreme Weather Prediction Using 2-Phase Deep Learning Pipeline
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    Chapter 26 Deep Hybrid Neural Networks for Facial Expression Classification
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    Chapter 27 SCDAE: Ethnicity and Gender Alteration on CLF and UTKFace Dataset
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    Chapter 28 Manipuri Handwritten Character Recognition by Convolutional Neural Network
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    Chapter 29 Design and Implementation of Human Safeguard Measure Using Separable Convolutional Neural Network Approach
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    Chapter 30 Tackling Multiple Visual Artifacts: Blind Image Restoration Using Conditional Adversarial Networks
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    Chapter 31 Two-Stream CNN Architecture for Anomalous Event Detection in Real World Scenarios
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    Chapter 32 3D CNN with Localized Residual Connections for Hyperspectral Image Classification
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    Chapter 33 A Novel Approach for False Positive Reduction in Breast Cancer Detection
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    Chapter 34 Classification of Effusion and Cartilage Erosion Affects in Osteoarthritis Knee MRI Images Using Deep Learning Model
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    Chapter 35 A High Precision and High Recall Face Detector for Equi-Rectangular Images
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    Chapter 36 Real-Time Ear Landmark Detection Using Ensemble of Regression Trees
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    Chapter 37 A New Hybrid Architecture for Real-Time Detection of Emergency Vehicles
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    Chapter 38 Speed Prediction of Fast Approaching Vehicle Using Moving Camera
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    Chapter 39 Improved Performance of Visual Concept Detection in Images Using Bagging Approach with Support Vector Machines
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    Chapter 40 FaceID: Verification of Face in Selfie and ID Document
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    Chapter 41 A Benchmark Dataset of Online Handwritten Gurmukhi Script Words and Numerals
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    Chapter 42 Targeted Optical Character Recognition: Classification Using Capsule Network
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    Chapter 43 An Edge-Based Image Steganography Method Using Modulus-3 Strategy and Comparative Analysis
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    Chapter 44 Multi-level Threat Analysis in Anomalous Crowd Videos
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    Chapter 45 Discovering Cricket Stroke Classes in Trimmed Telecast Videos