Computer Vision, Pattern Recognition, Image Processing, and Graphics

Table of Contents

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   Book Overview
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   Chapter 1 Fast Stereo Depth Estimation in Smartphone Devices with Narrow Baseline
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   Chapter 2 Single Storage Semi-Global Matching for Real Time Depth Processing
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   Chapter 3 SynCGAN: Using Learnable Class Specific Priors to Generate Synthetic Data for Improving Classifier Performance on Cytological Images
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   Chapter 4 Fish-Eye Image Based Cross Traffic Alert System
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   Chapter 5 Evidence Based Image Selection for 3D Reconstruction
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   Chapter 6 Domain Decomposition Based Preconditioned Solver for Bundle Adjustment
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   Chapter 7 Deep Dictionary Learning for Inpainting
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   Chapter 8 A Robust Pose Transformational GAN for Pose Guided Person Image Synthesis
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    Chapter 9 Structure Preserving Image Inpainting Using Edge Priors with Contextual Attention
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    Chapter 10 Exploring Temporal Differences in 3D Convolutional Neural Networks
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    Chapter 11 PoshakNet: Framework for Matching Dresses from Real-Life Photos Using GAN and Siamese Network
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    Chapter 12 Unsupervised Domain Adaptation for Remote Sensing Images Using Metric Learning and Correlation Alignment
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    Chapter 13 Computationally Efficient Super-Resolution Approach for Real-World Images
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    Chapter 14 Accurate Damage Dimension Estimation in AI Driven Vehicle Inspection System
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    Chapter 15 A Deep Learning Based Framework for Distracted Driver Detection
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    Chapter 16 RECAL: Reuse of Established CNN Classifier Apropos Unsupervised Learning Paradigm
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    Chapter 17 Pose Estimation of UAVs Using Stereovision
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    Chapter 18 U-RME: Underwater Refined Motion Estimation in Hazy, Cluttered and Dynamic Environments
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    Chapter 19 Emphasizing Similar Feature Representations to Defend Against Adversarial Attacks
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    Chapter 20 iSalGAN - An Improvised Saliency GAN
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    Chapter 21 Putting Jewellery and Accessories on a 3D Face Model Generated from 2D Image
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    Chapter 22 Motion-Constrained Generative Adversarial Network for Anomaly Detection
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    Chapter 23 Performance Analysis and Optimization of Serialization Techniques for Deep Neural Networks
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    Chapter 24 Learning to Generate Atmospheric Turbulent Images
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    Chapter 25 Rejection-Cascade of Gaussians: Real-Time Adaptive Background Subtraction Framework
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    Chapter 26 Hybrid Resection-Intersection Method for Real-Time Bundle Adjustment on Mobile Devices
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    Chapter 27 DocDescribor: Digits + Alphabets + Math Symbols - A Complete OCR for Handwritten Documents
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    Chapter 28 Non-contextual Long-Term Person Re-ID Under Sudden Illumination Conditions
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    Chapter 29 Artificially Intelligent Game Framework Based on Facial Expression Recognition
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    Chapter 30 A Performance Evaluation of Loss Functions for Deep Face Recognition
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    Chapter 31 Document Image Binarization Using U-Net
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    Chapter 32 Towards Faster Offline Handwriting Recognition Using Temporal Convolution Networks
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    Chapter 33 Recognition of Gurmukhi Signboard Image Classes Based on Static and Dynamic Feature Sets
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    Chapter 34 Segmentation and Enhancement of Mammograms for the Detection of Cancer Using Gradient Weight Map and Decorrelation Stretch
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    Chapter 35 LR-HyClassify: A Low Rank Based Framework for Classification of Degraded Hyperspectral Images
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    Chapter 36 Neighbourhood Projection Embedding Based Image Tampering Detection and Localization
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    Chapter 37 DeepPFCN: Deep Parallel Feature Consensus Network for Person Re-identification
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    Chapter 38 Motion Classification in Bharatanatyam Dance
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    Chapter 39 CS-ONPP: Class Similarity Based ONPP for the Modular Facial Expression Recognition
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    Chapter 40 Compressive Sensing Based Privacy for Fall Detection
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    Chapter 41 Indian Plant Recognition in the Wild
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    Chapter 42 Semantic Segmentation Datasets for Resource Constrained Training
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    Chapter 43 Dear Commissioner, Please Fix These: A Scalable System for Inspecting Road Infrastructure
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    Chapter 44 Automatic Text Localization in Scene Images: A Transfer Learning Based Approach
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    Chapter 45 Automated Detection of Mine Water Bodies Using Landsat 8 OLI/TIRS in Jharia
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    Chapter 46 Deep Learning-Based Bangla Isolated Character Recognition from Online and Offline Data
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    Chapter 47 Super Resolution Land Cover Mapping Using Deep Multi Scale Residual Dense Network
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    Chapter 48 Fundus Image Quality Assessment Through Analysis of Illumination, Naturalness, and Structure Level
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    Chapter 49 CaReNet: CapsNet Based Regression Network
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    Chapter 50 Analyzing Image Classification via EEG
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    Chapter 51 Relocalization of Camera in a 3D Map on Memory Restricted Devices
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    Chapter 52 Scene Understanding in Night-Time Using SSAN Dataset
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    Chapter 53 Deep Learn Bananas: A Transfer Learning for Banana Variety Classification
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    Chapter 54 A Framework for Lane Prediction Based on Vehicle Detection and Tracking
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    Chapter 55 Detector-SegMentor Network for Skin Lesion Localization and Segmentation
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    Chapter 56 Choroid Disease Classification Using Convolutional Neural Network
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    Chapter 57 Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit
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    Chapter 58 Texture Classification by Local Rajan Transform Based Descriptor
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    Chapter 59 Correction to: Scene Understanding in Night-Time Using SSAN Dataset