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Advances in Multimedia Information Processing – PCM 2018

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Cover of 'Advances in Multimedia Information Processing – PCM 2018'

Table of Contents

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    Book Overview
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    Chapter 1 Enhancing Low-Light Images with JPEG Artifact Based on Image Decomposition
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    Chapter 2 Depth Estimation from Monocular Images Using Dilated Convolution and Uncertainty Learning
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    Chapter 3 Enhancing Feature Correlation for Bi-Modal Group Emotion Recognition
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    Chapter 4 Frame Rate Conversion Based High Efficient Compression Method for Video Satellite
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    Chapter 5 Spectral-Spatial Hyperspectral Image Classification via Adaptive Total Variation Filtering
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    Chapter 6 Convolutional Neural Network Based Inter-Frame Enhancement for 360-Degree Video Streaming
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    Chapter 7 Robust and Index-Compatible Deep Hashing for Accurate and Fast Image Retrieval
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    Chapter 8 Self-supervised GAN for Image Generation by Correlating Image Channels
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    Chapter 9 Deformable Point Cloud Recognition Using Intrinsic Function and Deep Learning
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    Chapter 10 Feature Synthesization for Real-Time Pedestrian Detection in Urban Environment
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    Chapter 11 Enhancing Person Retrieval with Joint Person Detection, Attribute Learning, and Identification
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    Chapter 12 End-To-End Learning for Action Quality Assessment
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    Chapter 13 CGANs Based User Preferred Photorealistic Re-stylization of Social Image
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    Chapter 14 Cross-Modal Event Retrieval: A Dataset and a Baseline Using Deep Semantic Learning
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    Chapter 15 Retinal Vessel Segmentation via Multiscaled Deep-Guidance
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    Chapter 16 Image Synthesis with Aesthetics-Aware Generative Adversarial Network
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    Chapter 17 Hyperspectral Image Classification Using Nonnegative Sparse Spectral Representation and Spatial Regularization
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    Chapter 18 Adaptive Aggregation Network for Face Hallucination
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    Chapter 19 Multi-decoder Based Co-attention for Image Captioning
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    Chapter 20 Simultaneous Occlusion Handling and Optical Flow Estimation
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    Chapter 21 Handwritten Chinese Character Recognition Based on Domain-Specific Knowledge
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    Chapter 22 Attention to Refine Through Multi Scales for Semantic Segmentation
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    Chapter 23 Frame Segmentation Networks for Temporal Action Localization
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    Chapter 24 Stereo Matching Based on Density Segmentation and Non-Local Cost Aggregation
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    Chapter 25 Single Image Super Resolution Using Local and Non-local Priors
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    Chapter 26 Plenoptic Image Compression via Simplified Subaperture Projection
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    Chapter 27 Gaze Aware Deep Learning Model for Video Summarization
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    Chapter 28 Three-Stream Action Tubelet Detector for Spatiotemporal Action Detection in Videos
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    Chapter 29 Multi-person/Group Interactive Video Generation
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    Chapter 30 Image Denoising Based on Non-parametric ADMM Algorithm
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    Chapter 31 Satellite Image Scene Classification via ConvNet With Context Aggregation
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    Chapter 32 VAL: Visual-Attention Action Localizer
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    Chapter 33 Incremental Nonnegative Matrix Factorization with Sparseness Constraint for Image Representation
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    Chapter 34 A Data-Driven No-Reference Image Quality Assessment via Deep Convolutional Neural Networks
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    Chapter 35 An Asian Face Dataset and How Race Influences Face Recognition
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    Chapter 36 Towards Stereo Matching Algorithm Based on Multi-matching Primitive Fusion
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    Chapter 37 An Effective Image Detection Algorithm for USM Sharpening Based on Pixel-Pair Histogram
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    Chapter 38 Skeletal Bone Age Assessment Based on Deep Convolutional Neural Networks
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    Chapter 39 Panoramic Image Saliency Detection by Fusing Visual Frequency Feature and Viewing Behavior Pattern
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    Chapter 40 Coupled Learning for Image Generation and Latent Representation Inference Using MMD
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    Chapter 41 Enhanced Discriminative Generative Adversarial Network for Face Super-Resolution
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    Chapter 42 Image Splicing Detection Based on the Q-Markov Features
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    Chapter 43 Snapshot Multiplexed Imaging Based on Compressive Sensing
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    Chapter 44 Partially Annotated Gastric Pathological Image Classification
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    Chapter 45 Facial Expression Recognition Based on Local Double Binary Mapped Pattern
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    Chapter 46 Pixel-Copy Prediction Based Lossless Reference Frame Compression
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    Chapter 47 Robust Underwater Fish Classification Based on Data Augmentation by Adding Noises in Random Local Regions
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    Chapter 48 Study on User Experience of Panoramic Images on Different Immersive Devices
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    Chapter 49 Environmental Sound Classification Based on Multi-temporal Resolution Convolutional Neural Network Combining with Multi-level Features
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    Chapter 50 Discriminative Dictionary Learning Based on Sample Diversity for Face Recognition
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    Chapter 51 Spatial Attention Network for Head Detection
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    Chapter 52 Arbitrary Perspective Crowd Counting via Multi Convolutional Kernels
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    Chapter 53 3D Shape Co-segmentation by Combining Sparse Representation with Extreme Learning Machine
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    Chapter 54 RS-MSSF Frame: Remote Sensing Image Classification Based on Extraction and Fusion of Multiple Spectral-Spatial Features
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    Chapter 55 Hierarchical Image Segmentation Based on Multi-feature Fusion and Graph Cut Optimization
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    Chapter 56 A Sound Image Reproduction Model Based on Personalized Weight Vectors
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    Chapter 57 Reconstruction of Multi-view Video Based on GAN
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    Chapter 58 Contextual Attention Model for Social Recommendation
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    Chapter 59 Cracked Tongue Recognition Based on Deep Features and Multiple-Instance SVM
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    Chapter 60 Multitask Learning for Chinese Named Entity Recognition
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    Chapter 61 Sparse-Region Net: Local-Enhanced Facial Depthmap Reconstruction from a Single Face Image
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    Chapter 62 Entropy Based Boundary-Eliminated Pseudo-Inverse Linear Discriminant for Speech Emotion Recognition
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    Chapter 63 An Improved C-COT Based Visual Tracking Scheme to Weighted Fusion of Diverse Features
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    Chapter 64 Focal Liver Lesion Classification Based on Tensor Sparse Representations of Multi-phase CT Images
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    Chapter 65 Joint Learning of LSTMs-CNN and Prototype for Micro-video Venue Classification
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    Chapter 66 Spatial Pixels Selection and Inter-frame Combined Likelihood Based Observation for 60 fps 3D Tracking of Twelve Volleyball Players on GPU
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    Chapter 67 An Interactive Light Field Video System with User-Dependent View Selection and Coding Scheme
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    Chapter 68 Deep Residual Net Based Compact Feature Representation for Image Retrieval
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    Chapter 69 Sea Ice Change Detection from SAR Images Based on Canonical Correlation Analysis and Contractive Autoencoders
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    Chapter 70 Pedestrian Attributes Recognition in Surveillance Scenarios with Hierarchical Multi-task CNN Models
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    Chapter 71 Re-Ranking Person Re-Identification with Forward and Reverse Sorting Constraints
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    Chapter 72 Content-Based Co-Factorization Machines: Modeling User Decisions in Event-Based Social Networks
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    Chapter 73 Image-into-Image Steganography Using Deep Convolutional Network
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    Chapter 74 Deep Forest with Local Experts Based on ELM for Pedestrian Detection
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    Chapter 75 AdvRefactor: A Resampling-Based Defense Against Adversarial Attacks
Overall attention for this book and its chapters
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Mentioned by

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2 patents

Readers on

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18 Mendeley
Summary Patents
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Title
Advances in Multimedia Information Processing – PCM 2018
Published by
Springer International Publishing, December 2018
DOI 10.1007/978-3-030-00767-6
ISBNs
978-3-03-000766-9, 978-3-03-000767-6
Editors

Hong, Richang, Cheng, Wen-Huang, Yamasaki, Toshihiko, Wang, Meng, Ngo, Chong-Wah

View on publisher site
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 18 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 18 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 22%
Student > Ph. D. Student 3 17%
Student > Doctoral Student 1 6%
Student > Bachelor 1 6%
Lecturer 1 6%
Other 4 22%
Unknown 4 22%
Readers by discipline Count As %
Computer Science 10 56%
Earth and Planetary Sciences 1 6%
Unknown 7 39%

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