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Advances in Multimedia Information Processing – PCM 2017

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Table of Contents

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    Book Overview
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    Chapter 1 Deep Graph Laplacian Hashing for Image Retrieval
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    Chapter 2 Deep Video Dehazing
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    Chapter 3 Image Tagging by Joint Deep Visual-Semantic Propagation
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    Chapter 4 Exploiting Time and Frequency Diversities for High-Quality Linear Video Transmission: A MCast Framework
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    Chapter 5 Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction
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    Chapter 6 Fast QTBT Partition Algorithm for JVET Intra Coding Based on CNN
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    Chapter 7 A Novel Saliency Based Bit Allocation and RDO for HEVC
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    Chapter 8 Light Field Image Compression Scheme Based on MVD Coding Standard
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    Chapter 9 A Real-Time Multi-view AVS2 Decoder on Mobile Phone
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    Chapter 10 Compressive Sensing Depth Video Coding via Gaussian Mixture Models and Object Edges
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    Chapter 11 AWCR: Adaptive and Weighted Collaborative Representations for Face Super-Resolution with Context Residual-Learning
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    Chapter 12 Single Image Haze Removal Based on Global-Local Optimization for Depth Map
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    Chapter 13 Single Image Dehazing Using Deep Convolution Neural Networks
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    Chapter 14 SPOS: Deblur Image by Using Sparsity Prior and Outlier Suppression
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    Chapter 15 Single Image Super-Resolution Using Multi-scale Convolutional Neural Network
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    Chapter 16 A Novel Image Preprocessing Strategy for Foreground Extraction in Person Re-identification
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    Chapter 17 Age Estimation via Pose-Invariant 3D Face Alignment Feature in 3 Streams of CNN
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    Chapter 18 Face Alignment Using Local Probabilistic Features
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    Chapter 19 Multi-modal Emotion Recognition with Temporal-Band Attention Based on LSTM-RNN
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    Chapter 20 Multimodal Fusion of Spatial-Temporal Features for Emotion Recognition in the Wild
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    Chapter 21 A Fast and General Method for Partial Face Recognition
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    Chapter 22 Adaptive Correlation Filter Tracking with Weighted Foreground Representation
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    Chapter 23 A Novel Method for Camera Pose Tracking Using Visual Complementary Filtering
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    Chapter 24 Trajectory-Pooled 3D Convolutional Descriptors for Action Recognition
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    Chapter 25 Temporal Interval Regression Network for Video Action Detection
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    Chapter 26 Semantic Sequence Analysis for Human Activity Prediction
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    Chapter 27 Motion State Detection Based Prediction Model for Body Parts Tracking of Volleyball Players
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    Chapter 28 Adapting Generic Detector for Semi-Supervised Pedestrian Detection
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    Chapter 29 StairsNet: Mixed Multi-scale Network for Object Detection
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    Chapter 30 A Dual-CNN Model for Multi-label Classification by Leveraging Co-occurrence Dependencies Between Labels
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    Chapter 31 Multi-level Semantic Representation for Flower Classification
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    Chapter 32 Multi-view Multi-label Learning via Optimal Classifier Chain
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    Chapter 33 Tire X-ray Image Impurity Detection Based on Multiple Kernel Learning
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    Chapter 34 CRF-Based Reconstruction from Narrow-Baseline Image Sequences
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    Chapter 35 Better and Faster, when ADMM Meets CNN: Compressive-Sensed Image Reconstruction
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    Chapter 36 Sparsity-Promoting Adaptive Coding with Robust Empirical Mode Decomposition for Image Restoration
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    Chapter 37 A Splicing Interpolation Method for Head-Related Transfer Function
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    Chapter 38 Structured Convolutional Compressed Sensing Based on Deterministic Subsamplers
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    Chapter 39 Blind Speech Deconvolution via Pretrained Polynomial Dictionary and Sparse Representation
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    Chapter 40 Multi-lingual Scene Text Detection Based on Fully Convolutional Networks
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    Chapter 41 Cloud of Line Distribution for Arbitrary Text Detection in Scene/Video/License Plate Images
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    Chapter 42 Affine Collaborative Representation Based Classification for In-Air Handwritten Chinese Character Recognition
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    Chapter 43 Overlaid Chinese Character Recognition via a Compact CNN
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    Chapter 44 Efficient and Robust Lane Detection Using Three-Stage Feature Extraction with Line Fitting
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    Chapter 45 Saliency-GD: A TF-IDF Analogy for Landmark Image Mining
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    Chapter 46 An Improved Clothing Parsing Method Emphasizing the Clothing with Complex Texture
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    Chapter 47 Detection of Similar Geo-Regions Based on Visual Concepts in Social Photos
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    Chapter 48 Unsupervised Concept Learning in Text Subspace for Cross-Media Retrieval
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    Chapter 49 Image Stylization for Thread Art via Color Quantization and Sparse Modeling
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    Chapter 50 Least-Squares Regulation Based Graph Embedding
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    Chapter 51 SSGAN: Secure Steganography Based on Generative Adversarial Networks
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    Chapter 52 Generating Chinese Poems from Images Based on Neural Network
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    Chapter 53 Detail-Enhancement for Dehazing Method Using Guided Image Filter and Laplacian Pyramid
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    Chapter 54 Personalized Micro-Video Recommendation via Hierarchical User Interest Modeling
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    Chapter 55 MCTD: Motion-Coordinate-Time Descriptor for 3D Skeleton-Based Action Recognition
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    Chapter 56 Dense Frame-to-Model SLAM with an RGB-D Camera
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    Chapter 57 Parallax-Robust Hexahedral Panoramic Video Stitching
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    Chapter 58 Image Formation Analysis and Light Field Information Reconstruction for Plenoptic Camera 2.0
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    Chapter 59 Part Detection for 3D Shapes via Multi-view Rendering
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    Chapter 60 Benchmarking Screen Content Image Quality Evaluation in Spatial Psychovisual Modulation Display System
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    Chapter 61 A Fast Sample Adaptive Offset Algorithm for H.265/HEVC
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    Chapter 62 Blind Quality Assessment for Screen Content Images by Texture Information
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    Chapter 63 Assessment of Visually Induced Motion Sickness in Immersive Videos
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    Chapter 64 Hybrid Kernel-Based Template Prediction and Intra Block Copy for Light Field Image Coding
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    Chapter 65 Asymmetric Representation for 3D Panoramic Video
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    Chapter 66 Shallow and Deep Model Investigation for Distinguishing Corn and Weeds
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    Chapter 67 Representing Discrimination of Video by a Motion Map
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    Chapter 68 Multi-scale Discriminative Patches for Fined-Grained Visual Categorization
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    Chapter 69 Chinese Characters Recognition from Screen-Rendered Images Using Inception Deep Learning Architecture
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    Chapter 70 Visual Tracking by Deep Discriminative Map
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    Chapter 71 Hand Gesture Recognition by Using 3DCNN and LSTM with Adam Optimizer
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    Chapter 72 Learning Temporal Context for Correlation Tracking with Scale Estimation
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    Chapter 73 Deep Combined Image Denoising with Cloud Images
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    Chapter 74 Vehicle Verification Based on Deep Siamese Network with Similarity Metric
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    Chapter 75 Style Transfer with Content Preservation from Multiple Images
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    Chapter 76 Task-Specific Neural Networks for Pose Estimation in Person Re-identification Task
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    Chapter 77 Mini Neural Networks for Effective and Efficient Mobile Album Organization
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    Chapter 78 Sweeper: Design of the Augmented Path in Residual Networks
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    Chapter 79 Sketch Based Model-Like Standing Style Recommendation
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    Chapter 80 Joint $$L1-L2$$ Regularisation for Blind Speech Deconvolution
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    Chapter 81 Multi-modal Emotion Recognition Based on Speech and Image
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    Chapter 82 Analysis of Psychological Behavior of Undergraduates
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    Chapter 83 Compression Artifacts Reduction for Depth Map by Deep Intensity Guidance
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    Chapter 84 LiPS: Learning Social Relationships in Probe Space
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    Chapter 85 The Intelligent Monitoring for the Elderly Based on WiFi Signals
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    Chapter 86 Sentiment Analysis for Social Sensor
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    Chapter 87 Recovering Overlapping Partials for Monaural Perfect Harmonic Musical Sound Separation Using Modified Common Amplitude Modulation
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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3 Dimensions

Readers on

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23 Mendeley
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Title
Advances in Multimedia Information Processing – PCM 2017
Published by
Springer International Publishing, June 2018
DOI 10.1007/978-3-319-77380-3
ISBNs
978-3-31-977379-7, 978-3-31-977380-3
Editors

Zeng, Bing, Huang, Qingming, El Saddik, Abdulmotaleb, Li, Hongliang, Jiang, Shuqiang, Fan, Xiaopeng

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 23 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 23 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 5 22%
Student > Ph. D. Student 3 13%
Lecturer 2 9%
Student > Bachelor 2 9%
Student > Postgraduate 2 9%
Other 4 17%
Unknown 5 22%
Readers by discipline Count As %
Computer Science 11 48%
Engineering 3 13%
Social Sciences 1 4%
Unknown 8 35%