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MultiMedia Modeling

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Cover of 'MultiMedia Modeling'

Table of Contents

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    Book Overview
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    Chapter 1 Light Field Reconstruction Using Dynamically Generated Filters
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    Chapter 2 Speaker-Aware Speech Emotion Recognition by Fusing Amplitude and Phase Information
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    Chapter 3 Gen-Res-Net: A Novel Generative Model for Singing Voice Separation
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    Chapter 4 A Distinct Synthesizer Convolutional TasNet for Singing Voice Separation
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    Chapter 5 Exploiting the Importance of Personalization When Selecting Music for Relaxation
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    Chapter 6 An Efficient Encoding Method for Video Compositing in HEVC
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    Chapter 7 VHS to HDTV Video Translation Using Multi-task Adversarial Learning
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    Chapter 8 Improving Just Noticeable Difference Model by Leveraging Temporal HVS Perception Characteristics
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    Chapter 9 Down-Sampling Based Video Coding with Degradation-Aware Restoration-Reconstruction Deep Neural Network
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    Chapter 10 Beyond Literal Visual Modeling: Understanding Image Metaphor Based on Literal-Implied Concept Mapping
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    Chapter 11 Deep Palette-Based Color Decomposition for Image Recoloring with Aesthetic Suggestion
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    Chapter 12 On Creating Multimedia Interfaces for Hybrid Biological-Digital Art Installations
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    Chapter 13 Image Captioning Based on Visual and Semantic Attention
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    Chapter 14 An Illumination Insensitive and Structure-Aware Image Color Layer Decomposition Method
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    Chapter 15 CartoonRenderer: An Instance-Based Multi-style Cartoon Image Translator
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    Chapter 16 Multi-condition Place Generator for Robust Place Recognition
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    Chapter 17 Guided Refine-Head for Object Detection
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    Chapter 18 Towards Accurate Panel Detection in Manga: A Combined Effort of CNN and Heuristics
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    Chapter 19 Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep Network Training for Multimedia Classification
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    Chapter 20 Automatic Material Classification Using Thermal Finger Impression
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    Chapter 21 Face Attributes Recognition Based on One-Way Inferential Correlation Between Attributes
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    Chapter 22 Eulerian Motion Based 3DCNN Architecture for Facial Micro-Expression Recognition
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    Chapter 23 Emotion Recognition with Facial Landmark Heatmaps
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    Chapter 24 One-Shot Face Recognition with Feature Rectification via Adversarial Learning
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    Chapter 25 Visual Sentiment Analysis by Leveraging Local Regions and Human Faces
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    Chapter 26 Prediction-Error Value Ordering for High-Fidelity Reversible Data Hiding
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    Chapter 27 Classroom Attention Analysis Based on Multiple Euler Angles Constraint and Head Pose Estimation
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    Chapter 28 Multi-branch Body Region Alignment Network for Person Re-identification
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    Chapter 29 DeepStroke: Understanding Glyph Structure with Semantic Segmentation and Tabu Search
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    Chapter 30 3D Spatial Coverage Measurement of Aerial Images
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    Chapter 31 Instance Image Retrieval with Generative Adversarial Training
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    Chapter 32 An Effective Way to Boost Black-Box Adversarial Attack
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    Chapter 33 Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain
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    Chapter 34 Improved Model Structure with Cosine Margin OIM Loss for End-to-End Person Search
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    Chapter 35 Effective Barcode Hunter via Semantic Segmentation in the Wild
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    Chapter 36 Wonderful Clips of Playing Basketball: A Database for Localizing Wonderful Actions
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    Chapter 37 Structural Pyramid Network for Cascaded Optical Flow Estimation
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    Chapter 38 Real-Time Multiple Pedestrians Tracking in Multi-camera System
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    Chapter 39 Learning Multi-feature Based Spatially Regularized and Scale Adaptive Correlation Filters for Visual Tracking
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    Chapter 40 Unsupervised Video Summarization via Attention-Driven Adversarial Learning
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    Chapter 41 Efficient HEVC Downscale Transcoding Based on Coding Unit Information Mapping
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    Chapter 42 Fine-Grain Level Sports Video Search Engine
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    Chapter 43 The Korean Sign Language Dataset for Action Recognition
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    Chapter 44 SEE-LPR: A Semantic Segmentation Based End-to-End System for Unconstrained License Plate Detection and Recognition
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    Chapter 45 Action Co-localization in an Untrimmed Video by Graph Neural Networks
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    Chapter 46 A Novel Attention Enhanced Dense Network for Image Super-Resolution
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    Chapter 47 Marine Biometric Recognition Algorithm Based on YOLOv3-GAN Network
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    Chapter 48 Multi-scale Spatial Location Preference for Semantic Segmentation
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    Chapter 49 HRTF Representation with Convolutional Auto-encoder
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    Chapter 50 Unsupervised Feature Propagation for Fast Video Object Detection Using Generative Adversarial Networks
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    Chapter 51 OmniEyes: Analysis and Synthesis of Artistically Painted Eyes
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    Chapter 52 LDSNE: Learning Structural Network Embeddings by Encoding Local Distances
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    Chapter 53 FurcaNeXt: End-to-End Monaural Speech Separation with Dynamic Gated Dilated Temporal Convolutional Networks
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    Chapter 54 Multi-step Coding Structure of Spatial Audio Object Coding
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    Chapter 55 Thermal Face Recognition Based on Transformation by Residual U-Net and Pixel Shuffle Upsampling
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    Chapter 56 K-SVD Based Point Cloud Coding for RGB-D Video Compression Using 3D Super-Point Clustering
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    Chapter 57 Resolution Booster: Global Structure Preserving Stitching Method for Ultra-High Resolution Image Translation
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    Chapter 58 Cross Fusion for Egocentric Interactive Action Recognition
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    Chapter 59 Improving Brain Tumor Segmentation with Dilated Pseudo-3D Convolution and Multi-direction Fusion
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    Chapter 60 Texture-Based Fast CU Size Decision and Intra Mode Decision Algorithm for VVC
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    Chapter 61 An Efficient Hierarchical Near-Duplicate Video Detection Algorithm Based on Deep Semantic Features
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    Chapter 62 Meta Transfer Learning for Adaptive Vehicle Tracking in UAV Videos
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    Chapter 63 Adversarial Query-by-Image Video Retrieval Based on Attention Mechanism
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    Chapter 64 Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis
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    Chapter 65 High Accuracy Perceptual Video Hashing via Low-Rank Decomposition and DWT
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    Chapter 66 HMM-Based Person Re-identification in Large-Scale Open Scenario
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    Chapter 67 No Reference Image Quality Assessment by Information Decomposition
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Title
MultiMedia Modeling
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-37731-1
ISBNs
978-3-03-037730-4, 978-3-03-037731-1
Editors

Wen-Huang Cheng, Junmo Kim, Wei-Ta Chu, Peng Cui, Jung-Woo Choi, Min-Chun Hu, Wesley De Neve

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The data shown below were collected from the profiles of 3 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 25 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 25 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 3 12%
Researcher 2 8%
Student > Doctoral Student 1 4%
Student > Bachelor 1 4%
Unknown 18 72%
Readers by discipline Count As %
Computer Science 3 12%
Psychology 2 8%
Engineering 1 4%
Unknown 19 76%