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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 Long-Range Feature Dependencies Capturing for Low-Resolution Image Classification
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    Chapter 2 An IBC Reference Block Enhancement Model Based on GAN for Screen Content Video Coding
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    Chapter 3 AS-Net: Class-Aware Assistance and Suppression Network for Few-Shot Learning
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    Chapter 4 DIG: A Data-Driven Impact-Based Grouping Method for Video Rebuffering Optimization
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    Chapter 5 Indie Games Popularity Prediction by Considering Multimodal Features
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    Chapter 6 An Iterative Correction Phase of Light Field for Novel View Reconstruction
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    Chapter 7 Multi-object Tracking with a Hierarchical Single-Branch Network
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    Chapter 8 ILMICA - Interactive Learning Model of Image Collage Assessment: A Transfer Learning Approach for Aesthetic Principles
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    Chapter 9 Exploring Implicit and Explicit Relations with the Dual Relation-Aware Network for Image Captioning
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    Chapter 10 Generative Landmarks Guided Eyeglasses Removal 3D Face Reconstruction
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    Chapter 11 Patching Your Clothes: Semantic-Aware Learning for Cloth-Changed Person Re-Identification
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    Chapter 12 Lightweight Wavelet-Based Network for JPEG Artifacts Removal
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    Chapter 13 Shared Latent Space of Font Shapes and Their Noisy Impressions
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    Chapter 14 Reconstructing 3D Contour Models of General Scenes from RGB-D Sequences
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    Chapter 15 SUnet++:Joint Demosaicing and Denoising of Extreme Low-Light Raw Image
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    Chapter 16 HyText – A Scene-Text Extraction Method for Video Retrieval
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    Chapter 17 Depthwise-Separable Residual Capsule for Robust Keyword Spotting
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    Chapter 18 Adaptive Speech Intelligibility Enhancement for Far-and-Near-end Noise Environments Based on Self-attention StarGAN
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    Chapter 19 Personalized Fashion Recommendation Using Pairwise Attention
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    Chapter 20 Graph Neural Networks Based Multi-granularity Feature Representation Learning for Fine-Grained Visual Categorization
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    Chapter 21 Skeletonization Based on K-Nearest-Neighbors on Binary Image
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    Chapter 22 Classroom Attention Estimation Method Based on Mining Facial Landmarks of Students
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    Chapter 23 A Novel Chinese Sarcasm Detection Model Based on Retrospective Reader
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    Chapter 24 Effects and Combination of Tailored Browser-Based and Mobile Cognitive Software Training
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    Chapter 25 Progressive GAN-Based Transfer Network for Low-Light Image Enhancement
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    Chapter 26 Rethinking Shared Features and Re-ranking for Cross-Modality Person Re-identification
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    Chapter 27 Adversarial Attacks on Deepfake Detectors: A Practical Analysis
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    Chapter 28 Multi-modal Semantic Inconsistency Detection in Social Media News Posts
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    Chapter 29 EEG Emotion Recognition Based on Dynamically Organized Graph Neural Network
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    Chapter 30 An Unsupervised Multi-scale Generative Adversarial Network for Remote Sensing Image Pan-Sharpening
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    Chapter 31 Leveraging Selective Prediction for Reliable Image Geolocation
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    Chapter 32 Compressive Sensing-Based Image Encryption and Authentication in Edge-Clouds
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    Chapter 33 ECAS-ML: Edge Computing Assisted Adaptation Scheme with Machine Learning for HTTP Adaptive Streaming
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    Chapter 34 Fast CU Depth Decision Algorithm for AVS3
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    Chapter 35 MEViT: Motion Enhanced Video Transformer for Video Classification
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    Chapter 36 CDeRSNet: Towards High Performance Object Detection in Vietnamese Document Images
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    Chapter 37 Making Few-Shot Object Detection Simpler and Less Frustrating
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    Chapter 38 PicArrange - Visually Sort, Search, and Explore Private Images on a Mac Computer
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    Chapter 39 XQM: Search-Oriented vs. Classifier-Oriented Relevance Feedback on Mobile Phones
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    Chapter 40 MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks
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    Chapter 41 DataCAP: A Satellite Datacube and Crowdsourced Street-Level Images for the Monitoring of the Common Agricultural Policy
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    Chapter 42 A Virtual Reality Reminiscence Interface for Personal Lifelogs
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    Chapter 43 Efficient Search and Browsing of Large-Scale Video Collections with Vibro
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    Chapter 44 Multi-modal Interactive Video Retrieval with Temporal Queries
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    Chapter 45 Multi-modal Video Retrieval in Virtual Reality with vitrivr-VR
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    Chapter 46 Video Search with Context-Aware Ranker and Relevance Feedback
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    Chapter 47 Exquisitor at the Video Browser Showdown 2022
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    Chapter 48 Videofall - A Hierarchical Search Engine for VBS2022
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    Chapter 49 IVIST: Interactive Video Search Tool in VBS 2022
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    Chapter 50 VERGE in VBS 2022
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    Chapter 51 AVSeeker: An Active Video Retrieval Engine at VBS2022
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    Chapter 52 VISIONE at Video Browser Showdown 2022
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    Chapter 53 Reinforcement Learning-Based Interactive Video Search
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    Chapter 54 UIT at VBS 2022: An Unified and Interactive Video Retrieval System with Temporal Search
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    Chapter 55 V-FIRST: A Flexible Interactive Retrieval System for Video at VBS 2022
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    Chapter 56 diveXplore 6.0: ITEC’s Interactive Video Exploration System at VBS 2022
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    Chapter 57 CDC: Color-Based Diffusion Model with Caption Embedding in VBS 2022
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    Chapter 58 ViRMA: Virtual Reality Multimedia Analytics at Video Browser Showdown 2022
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Title
MultiMedia Modeling
Published by
Springer International Publishing, April 2022
DOI 10.1007/978-3-030-98355-0
ISBNs
978-3-03-098354-3, 978-3-03-098355-0
Editors

Þór Jónsson, Björn, Gurrin, Cathal, Tran, Minh-Triet, Dang-Nguyen, Duc-Tien, Hu, Anita Min-Chun, Huynh Thi Thanh, Binh, Huet, Benoit

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