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Intelligence Science and Big Data Engineering. Image and Video Data Engineering

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Cover of 'Intelligence Science and Big Data Engineering. Image and Video Data Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 Fast and Accurate Text Detection in Natural Scene Images
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    Chapter 2 Orthogonal Procrustes Problem Based Regression with Application to Face Recognition with Pose Variations
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    Chapter 3 A New Fisher Discriminative K-SVD Algorithm for Face Recognition
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    Chapter 4 Learning Sparse Features in Convolutional Neural Networks for Image Classification
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    Chapter 5 Semi Random Patches Sampling Based on Spatio-temporal Information for Facial Expression Recognition
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    Chapter 6 Band Selection of Hyperspectral Imagery Using a Weighted Fast Density Peak-Based Clustering Approach
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    Chapter 7 Modified Supervised Kernel PCA for Gender Classification
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    Chapter 8 Fast Film Genres Classification Combining Poster and Synopsis
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    Chapter 9 A Heterogeneous Image Transformation Based Synthesis Framework for Face Sketch Aging
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    Chapter 10 A Novel Image Segmentation Algorithm Based on Improved Active Contour Model
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    Chapter 11 Supervised Spectral Embedding for Human Pose Estimation
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    Chapter 12 Matrix Based Regression with Local Position-Patch and Nonlocal Similarity for Face Hallucination
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    Chapter 13 Facial Occlusion Detection via Structural Error Metrics and Clustering
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    Chapter 14 Graph Regularized Structured Sparse Subspace Clustering
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    Chapter 15 Precise Image Matching: A Similarity Measure Approach
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    Chapter 16 Assigning PLS Based Descriptors by SVM in Action Recognition
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    Chapter 17 Coupled Dictionary Learning with Common Label Alignment for Cross-Modal Retrieval
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    Chapter 18 Combining Active Learning and Semi-Supervised Learning Based on Extreme Learning Machine for Multi-class Image Classification
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    Chapter 19 Multi-modal Retrieval via Deep Textual-Visual Correlation Learning
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    Chapter 20 Bidirectional Covariance Matrices: A Compact and Efficient Data Descriptor for Image Set Classification
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    Chapter 21 Image Denoising Using Modified Nonsubsampled Contourlet Transform Combined with Gaussian Scale Mixtures Model
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    Chapter 22 Fast Correction Visual Tracking via Feedback Mechanism
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    Chapter 23 High Dynamic Range Image Rendering with a Luminance-Chromaticity Independent Model
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    Chapter 24 Graph Cuts Based Moving Object Detection for Aerial Video
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    Chapter 25 Compressed Hashing for Neighborhood Structure Preserving
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    Chapter 26 Abnormal Crowd Motion Detection Using Double Sparse Representations
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    Chapter 27 Nonparametric Discriminant Analysis Based on the Trace Ratio Criterion
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    Chapter 28 Traffic Sign Recognition Using Deep Convolutional Networks and Extreme Learning Machine
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    Chapter 29 Hough Transform-Based Road Detection for Advanced Driver Assistance Systems
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    Chapter 30 Dictionary Pair Learning with Block-Diagonal Structure for Image Classification
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    Chapter 31 A Gradient Weighted Thresholding Method for Image Segmentation
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    Chapter 32 Study on Image Classification with Convolution Neural Networks
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    Chapter 33 Multiscale Change Detection Method for Remote Sensing Images Based on Online Learning Framework
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    Chapter 34 Spatiotemporal Saliency Detection Using Slow Feature Analysis and Spatial Information for Dynamic Scenes
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    Chapter 35 Face Verification Across Aging Based on Deep Convolutional Networks and Local Binary Patterns
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    Chapter 36 Radar Model Correction of Asteroid 4179 Toutatis via Optical Images Observed by Chang’E-2 Probe
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    Chapter 37 Coherence Enhancing Diffusion for Discontinuous Fringe Patterns with Oriented Boundary Padding
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    Chapter 38 A Cooperative Fusion Method of Multi-sensor Image Based on Grey Relational Analysis
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    Chapter 39 A Self-adaption Fusion Algorithm of PET/CT Based on DTCWT and Combination Membership Function
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    Chapter 40 Automatic Methods for Screening and Assessing Scoliosis by 2-D Digital Images
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    Chapter 41 Exemplar-Based Image Inpainting Using Structure Consistent Patch Matching
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    Chapter 42 Content-Based Image Retrieval Using Hybrid Micro-Structure Descriptor
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    Chapter 43 Improvement on Gabor Texture Feature Based Biometric Analysis Using Image Blurring
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    Chapter 44 Robust Face Recognition with Occlusion by Fusing Image Gradient Orientations with Markov Random Fields
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    Chapter 45 3D Image Sharpening by Grid Warping
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    Chapter 46 Interactive Visual Analysis for Comprehensive Dataset
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    Chapter 47 Non-negative Locality-Constrained Linear Coding for Image Classification
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    Chapter 48 Blind Image Quality Assessment in Shearlet Domain
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    Chapter 49 A Novel Image Quality Assessment for Color Distortions
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    Chapter 50 Efficient Video Quality Assessment via 3D-Gradient Similarity Deviation
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    Chapter 51 Image Quality Assessment Based on Mutual Information in Pixel Domain
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    Chapter 52 Semisupervised Classification of SAR Images by Maximum Margin Neural Networks Method
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    Chapter 53 DT-CWT-Based Improved BAQ for Anti-Saturation SAR Raw Data Compression
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    Chapter 54 Non-Negative Kernel Sparse Coding for Image Classification
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    Chapter 55 Practical Computation Acceleration for Large Size Single Image Filtering Based Haze Removal
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    Chapter 56 Fast Image Filter Based on Adaptive-Weight and Joint-Histogram Algorithm
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    Chapter 57 2.5D Facial Attractiveness Computation Based on Data-Driven Geometric Ratios
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    Chapter 58 Spatial Resolution Enhancement of MWRI of FY-3 Satellite Using BGI
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    Chapter 59 Multispectral Image Fusion Based on Laplacian Pyramid Decomposition with Immune Co-evolutionary Optimization
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    Chapter 60 Local Variational Bayesian Inference Using Niche Differential Evolution for Brain Magnetic Resonance Image Segmentation
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    Chapter 61 Natural Image Dehazing Based on L 0 Gradient Minimization
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    Chapter 62 An Adaptive Approach for Keypoints Description Using Fractional Derivative
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    Chapter 63 Second Order Variational Model for Image Decomposition Using Split Bregman Algorithm
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    Chapter 64 Sparse Coding for Symmetric Positive Definite Matrices with Application to Image Set Classification
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    Chapter 65 Super-Resolution of Video Using Deformable Patches
Overall attention for this book and its chapters
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Mentioned by

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1 patent

Citations

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Readers on

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28 Mendeley
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Title
Intelligence Science and Big Data Engineering. Image and Video Data Engineering
Published by
Springer International Publishing, January 2015
DOI 10.1007/978-3-319-23989-7
ISBNs
978-3-31-923987-3, 978-3-31-923989-7
Editors

Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhi-Yong Liu, Baochuan Fu, Fuyuan Hu, Zhancheng Zhang

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 28 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 28 100%

Demographic breakdown

Readers by professional status Count As %
Student > Doctoral Student 3 11%
Student > Master 2 7%
Student > Ph. D. Student 1 4%
Unknown 22 79%
Readers by discipline Count As %
Engineering 3 11%
Computer Science 2 7%
Unknown 23 82%

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