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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 CodedVision : Towards Joint Image Understanding and Compression via End-to-End Learning
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    Chapter 2 Random Angular Projection for Fast Nearest Subspace Search
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    Chapter 3 Image Denoising with Local Dense and Adaptive Global Residual Networks
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    Chapter 4 Cross Diffusion on Multi-hypergraph for Multi-modal 3D Object Recognition
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    Chapter 5 View-Dependent Streaming of Dynamic Point Cloud over Hybrid Networks
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    Chapter 6 Video Captioning Based on the Spatial-Temporal Saliency Tracing
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    Chapter 7 CS-DeCNN: Deconvolutional Neural Network for Reconstructing Images from Compressively Sensed Measurements
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    Chapter 8 Semantic Correspondence Guided Deep Photo Style Transfer
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    Chapter 9 Multiple-Level Feature-Based Network for Image Captioning
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    Chapter 10 Collaborative Detection and Caption Network
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    Chapter 11 Video-Based Person Re-identification with Adaptive Multi-part Features Learning
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    Chapter 12 Visual-SLIM: Integrated Sparse Linear Model with Visual Features for Personalized Recommendation
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    Chapter 13 Residual Learning Dehazing Net
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    Chapter 14 Temporal-Contextual Attention Network for Video-Based Person Re-identification
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    Chapter 15 Synthetic Aperture Based on Plenoptic Camera for Seeing Through Occlusions
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    Chapter 16 Neutrosophic C-means Clustering with Local Information and Noise Distance-Based Kernel Metric Image Segmentation
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    Chapter 17 Reflection Separation Using Patch-Wise Sparse and Low-Rank Decomposition
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    Chapter 18 Conditional Feature Coupling Network for Multi-persons Clothing Parsing
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    Chapter 19 Intra-view and Inter-view Attention for Multi-view Network Embedding
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    Chapter 20 Multi-modal Sequence to Sequence Learning with Content Attention for Hotspot Traffic Speed Prediction
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    Chapter 21 Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval
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    Chapter 22 Smoothness Assisted Interactive Face Annotation via Neural Network
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    Chapter 23 An End-to-End Real-Time 3D System for Integral Photography Display
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    Chapter 24 Deep Discriminative Quantization Hashing for Image Retrieval
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    Chapter 25 Automatic 3D Garment Fitting Based on Skeleton Driving
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    Chapter 26 Real-Time RGBD Reconstruction Using Structural Constraint for Indoor AR
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    Chapter 27 Pairwise Cross Pattern: A Color-LBP Descriptor for Content-Based Image Retrieval
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    Chapter 28 Multimodal Dimensional and Continuous Emotion Recognition in Dyadic Video Interactions
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    Chapter 29 Visual Object Tracking via Graph Learning and Flexible Manifold Ranking
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    Chapter 30 Gaussian Dilated Convolution for Semantic Image Segmentation
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    Chapter 31 Reading Document and Answering Question via Global Attentional Inference
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    Chapter 32 Residual Compression Network for Faster Correlation Tracking
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    Chapter 33 Robust Neighborhood Preserving Low-Rank Sparse CNN Features for Classification
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    Chapter 34 Pedestrian Detection with a Directly-Cascaded Deconvolution-Convolution Structure
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    Chapter 35 Adaptive Integration Skip Compensation Neural Networks for Removing Mixed Noise in Image
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    Chapter 36 Retrieval Across Optical and SAR Images with Deep Neural Network
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    Chapter 37 Tiny Surface Defects on Small Ring Parts Using Normal Maps
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    Chapter 38 Extracting Features of Interest from Small Deep Networks for Efficient Visual Tracking
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    Chapter 39 A Novel Feature Fusion with Self-adaptive Weight Method Based on Deep Learning for Image Classification
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    Chapter 40 Text Component Reconstruction for Tracking in Video
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    Chapter 41 Robust Deep Gaussian Descriptor for Texture Recognition
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    Chapter 42 JND-Pano: Database for Just Noticeable Difference of JPEG Compressed Panoramic Images
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    Chapter 43 HDP-Net: Haze Density Prediction Network for Nighttime Dehazing
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    Chapter 44 Reflectance Reference for Intra-Frame Coding of Surveillance Video
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    Chapter 45 Deeper Spatial Pyramid Network with Refined Up-Sampling for Optical Flow Estimation
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    Chapter 46 An Improved Algorithm for Saliency Object Detection Based on Manifold Ranking
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    Chapter 47 Discrete Manifold-Regularized Collaborative Filtering for Large-Scale Recommender Systems
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    Chapter 48 Multiscale Cascaded Scene-Specific Convolutional Neural Networks for Background Subtraction
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    Chapter 49 A Reference Resource Based End-to-End Image Compression Scheme
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    Chapter 50 Context and Temporal Aware Attention Model for Flood Prediction
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    Chapter 51 Hand Pose Estimation with Attention-and-Sequence Network
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    Chapter 52 None Ghosting Artifacts Stitching Based on Depth Map for Light Field Image
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    Chapter 53 Adaptive Hierarchical Motion-Focused Model for Video Prediction
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    Chapter 54 Subjective Quality Assessment of Stereoscopic Omnidirectional Image
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    Chapter 55 A Dual-Network Based Super-Resolution for Compressed High Definition Video
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    Chapter 56 Visual Dialog with Multi-turn Attentional Memory Network
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    Chapter 57 DT-3DResNet-LSTM: An Architecture for Temporal Activity Recognition in Videos
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    Chapter 58 Mutiple Transfer Net with Region Ensemble for Deep Hand Pose Estimation
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    Chapter 59 Parallelized Contour Based Depth Map Coding in DIBR
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    Chapter 60 Dual Subspaces with Adversarial Learning for Cross-Modal Retrieval
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    Chapter 61 Cross-Media Feature Learning Framework with Semi-supervised Graph Regularization
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    Chapter 62 A Rapid Scene Depth Estimation Model Based on Underwater Light Attenuation Prior for Underwater Image Restoration
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    Chapter 63 Sequential Feature Fusion for Object Detection
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    Chapter 64 Discriminative Correlation Quantization for Cross-Modal Similarity Retrieval
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    Chapter 65 GPU Assisted Towards Real-Time Reconstruction for Dual-Camera Compressive Hyperspectral Imaging
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    Chapter 66 Getting More from One Attractive Scene: Venue Retrieval in Micro-videos
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    Chapter 67 Simulating Bokeh Effect with Kinect
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    Chapter 68 LFSF: Latent Factor-Based Similarity Framework and Its Application for Collaborative Recommendation
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    Chapter 69 Image Aesthetics Assessment Based on User Social Behavior
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    Chapter 70 Adaptive STBC Scheme for Soft Video Transmission with Multiple Antennas
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    Chapter 71 Hypergraph-Based Discrete Hashing Learning for Cross-Modal Retrieval
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    Chapter 72 Improve Predictive Accuracy by Identifying Collusions in P2P Recommender Systems
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    Chapter 73 Multi-graph Regularized Deep Auto-Encoders for Multi-view Image Representation
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    Chapter 74 Discrete Semi-supervised Multi-label Learning for Image Classification
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    Chapter 75 Multispectral Foreground Detection via Robust Cross-Modal Low-Rank Decomposition
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    Chapter 76 Leveraging User Personality and Tag Information for One Class Collaborative Filtering
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    Chapter 77 Enhanced Linear Discriminant Canonical Correlation Analysis for Cross-modal Fusion Recognition
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    Chapter 78 Spatial-Temporal Attention for Action Recognition
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    Chapter 79 Prediction Method of Parking Space Based on Genetic Algorithm and RNN
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    Chapter 80 Perceptual Image Dehazing Based on Generative Adversarial Learning
Overall attention for this book and its chapters
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Title
Advances in Multimedia Information Processing – PCM 2018
Published by
Springer International Publishing, December 2018
DOI 10.1007/978-3-030-00776-8
ISBNs
978-3-03-000775-1, 978-3-03-000776-8
Editors

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

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The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 26 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 26 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 15%
Student > Doctoral Student 3 12%
Student > Ph. D. Student 3 12%
Student > Postgraduate 2 8%
Professor > Associate Professor 2 8%
Other 2 8%
Unknown 10 38%
Readers by discipline Count As %
Computer Science 12 46%
Engineering 2 8%
Agricultural and Biological Sciences 1 4%
Unknown 11 42%