Computer Vision, Pattern Recognition, Image Processing, and Graphics

Table of Contents

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   Book Overview
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   Chapter 1 Visual Odometry Based Omni-directional Hyperlapse
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   Chapter 2 Classification of Human Actions Using 3-D Convolutional Neural Networks: A Hierarchical Approach
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   Chapter 3 SmartTennisTV: Automatic Indexing of Tennis Videos
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   Chapter 4 Flow-Free Video Object Segmentation
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   Chapter 5 SSIM-Based Joint Bit-Allocation Using Frame Model Parameters for 3D Video Coding
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   Chapter 6 Trajectory Based Integrated Features for Action Classification from Depth Data
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   Chapter 7 Anomaly from Motion: Unsupervised Extraction of Visual Irregularity via Motion Prediction
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   Chapter 8 Recognizing Human Activities in Videos Using Improved Dense Trajectories over LSTM
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    Chapter 9 Saliency Driven Video Motion Magnification
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    Chapter 10 Detecting Missed and Anomalous Action Segments Using Approximate String Matching Algorithm
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    Chapter 11 Parametric Reshaping of Humans in Videos Incorporating Motion Retargeting
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    Chapter 12 Enhanced Aggregated Channel Features Detector for Pedestrian Detection Using Parameter Optimisation and Deep Features
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    Chapter 13 Unsupervised Segmentation of Speech Signals Using Kernel-Gram Matrices
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    Chapter 14 Design of Biorthogonal Wavelet Filters of DTCWT Using Factorization of Halfband Polynomials
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    Chapter 15 Single Noisy Image Super Resolution by Minimizing Nuclear Norm in Virtual Sparse Domain
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    Chapter 16 Near Real-Time Correction of Specular Reflections in Flash Images Using No-Flash Image Prior
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    Chapter 17 A Method for Detecting JPEG Anti-forensics
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    Chapter 18 An End-to-End Deep Learning Framework for Super-Resolution Based Inpainting
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    Chapter 19 Saliency Map Improvement Using Edge-Aware Filtering
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    Chapter 20 A Generative Adversarial Network for Tone Mapping HDR Images
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    Chapter 21 Efficient Clustering-Based Noise Covariance Estimation for Maximum Noise Fraction
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    Chapter 22 GMM Based Single Depth Image Super-Resolution
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    Chapter 23 Patch Similarity in Transform Domain for Intensity/Range Image Denoising with Edge Preservation
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    Chapter 24 Multi-modal Image Analysis for Plant Stress Phenotyping
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    Chapter 25 Source Classification Using Document Images from Smartphones and Flatbed Scanners
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    Chapter 26 Homomorphic Incremental Directional Averaging for Noise Suppression in SAR Images
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    Chapter 27 An EEG-Based Image Annotation System
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    Chapter 28 Multimodal Registration of Retinal Images
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    Chapter 29 Dynamic Class Learning Approach for Smart CBIR
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    Chapter 30 Exploring Memory and Time Efficient Neural Networks for Image Captioning
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    Chapter 31 Dataset Augmentation with Synthetic Images Improves Semantic Segmentation
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    Chapter 32 Deep Neural Network for Foreground Object Segmentation: An Unsupervised Approach
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    Chapter 33 Document Image Segmentation Using Deep Features
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    Chapter 34 MKL Based Local Label Diffusion for Automatic Image Annotation
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    Chapter 35 Semantic Multinomial Representation for Scene Images Using CNN-Based Pseudo-concepts and Concept Neural Network
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    Chapter 36 Automatic Synthesis of Boolean Expression and Error Detection from Logic Circuit Sketches
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    Chapter 37 Comparison of Edge Detection Algorithms in the Framework of Despeckling Carotid Ultrasound Images Based on Bayesian Estimation Approach
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    Chapter 38 A Two Stage Contour Evolution Approach for the Measurement of Choroid Thickness in EDI-OCT Images
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    Chapter 39 Improved Low Resolution Heterogeneous Face Recognition Using Re-ranking
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    Chapter 40 Description Based Person Identification: Use of Clothes Color and Type
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    Chapter 41 Towards Accurate Handwritten Word Recognition for Hindi and Bangla
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    Chapter 42 NrityaGuru : A Dance Tutoring System for Bharatanatyam Using Kinect
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    Chapter 43 Automated Translation of Human Postures from Kinect Data to Labanotation
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    Chapter 44 Emotion Based Categorization of Music Using Low Level Features and Agglomerative Clustering
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    Chapter 45 Transfer Learning by Finetuning Pretrained CNNs Entirely with Synthetic Images
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    Chapter 46 Detection of Coal Seam Fires in Summer Seasons from Landsat 8 OLI/TIRS in Dhanbad
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    Chapter 47 Classification of Indian Monuments into Architectural Styles
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    Chapter 48 Predicting Word from Brain Activity Using Joint Sparse Embedding with Domain Adaptation