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MultiMedia Modeling

Overview of attention for book
Cover of 'MultiMedia Modeling'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Transparent Object Detection with Simulation Heatmap Guidance and Context Spatial Attention
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    Chapter 2 Deep3DSketch+: Rapid 3D Modeling from Single Free-Hand Sketches
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    Chapter 3 Manga Text Detection with Manga-Specific Data Augmentation and Its Applications on Emotion Analysis
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    Chapter 4 SPEM: Self-adaptive Pooling Enhanced Attention Module for Image Recognition
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    Chapter 5 Less Is More: Similarity Models for Content-Based Video Retrieval
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    Chapter 6 Edge Assisted Asymmetric Convolution Network for MR Image Super-Resolution
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    Chapter 7 An Occlusion Model for Spectral Analysis of Light Field Signal
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    Chapter 8 Context-Guided Multi-view Stereo with Depth Back-Projection
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    Chapter 9 RLSCNet: A Residual Line-Shaped Convolutional Network for Vanishing Point Detection
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    Chapter 10 Energy Transfer Contrast Network for Unsupervised Domain Adaption
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    Chapter 11 Recombining Vision Transformer Architecture for Fine-Grained Visual Categorization
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    Chapter 12 A Length-Sensitive Language-Bound Recognition Network for Multilingual Text Recognition
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    Chapter 13 Lightweight Multi-level Information Fusion Network for Facial Expression Recognition
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    Chapter 14 Practical Analyses of How Common Social Media Platforms and Photo Storage Services Handle Uploaded Images
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    Chapter 15 CCF-Net: A Cascade Center-Based Framework Towards Efficient Human Parts Detection
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    Chapter 16 Low-Light Image Enhancement Under Non-uniform Dark
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    Chapter 17 A Proposal-Improved Few-Shot Embedding Model with Contrastive Learning
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    Chapter 18 Weighted Multi-view Clustering Based on Internal Evaluation
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    Chapter 19 BENet: Boundary Enhance Network for Salient Object Detection
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    Chapter 20 PEFNet: Positional Embedding Feature for Polyp Segmentation
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    Chapter 21 MCOM-Live: A Multi-Codec Optimization Model at the Edge for Live Streaming
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    Chapter 22 LAE-Net: Light and Efficient Network for Compressed Video Action Recognition
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    Chapter 23 DARTS-PAP: Differentiable Neural Architecture Search by Polarization of Instance Complexity Weighted Architecture Parameters
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    Chapter 24 Pseudo-label Diversity Exploitation for Few-Shot Object Detection
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    Chapter 25 HSS: A Hierarchical Semantic Similarity Hard Negative Sampling Method for Dense Retrievers
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    Chapter 26 Realtime Sitting Posture Recognition on Embedded Device
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    Chapter 27 Comparison of Deep Learning Techniques for Video-Based Automatic Recognition of Greek Folk Dances
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    Chapter 28 Dynamic Feature Selection for Structural Image Content Recognition
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    Chapter 29 Dynamic-Static Cross Attentional Feature Fusion Method for Speech Emotion Recognition
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    Chapter 30 Research on Multi-task Semantic Segmentation Based on Attention and Feature Fusion Method
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    Chapter 31 Space-Time Video Super-Resolution 3D Transformer
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    Chapter 32 Graph-Based Data Association in Multiple Object Tracking: A Survey
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    Chapter 33 Multi-view Adaptive Bone Activation from Chest X-Ray with Conditional Adversarial Nets
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    Chapter 34 Multimodal Reconstruct and Align Net for Missing Modality Problem in Sentiment Analysis
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    Chapter 35 Lightweight Image Hashing Based on Knowledge Distillation and Optimal Transport for Face Retrieval
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    Chapter 36 CMFG: Cross-Model Fine-Grained Feature Interaction for Text-Video Retrieval
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    Chapter 37 Transferable Adversarial Attack on 3D Object Tracking in Point Cloud
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    Chapter 38 A Spectrum Dependent Depth Layered Model for Optimization Rendering Quality of Light Field
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    Chapter 39 Transformer-Based Cross-Modal Recipe Embeddings with Large Batch Training
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    Chapter 40 Self-supervised Multi-object Tracking with Cycle-Consistency
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    Chapter 41 Video-Based Precipitation Intensity Recognition Using Dual-Dimension and Dual-Scale Spatiotemporal Convolutional Neural Network
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    Chapter 42 Low-Light Image Enhancement Based on U-Net and Haar Wavelet Pooling
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    Chapter 43 Audio-Visual Sensor Fusion Framework Using Person Attributes Robust to Missing Visual Modality for Person Recognition
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    Chapter 44 Rumor Detection on Social Media by Using Global-Local Relations Encoding Network
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    Chapter 45 Unsupervised Encoder-Decoder Model for Anomaly Prediction Task
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    Chapter 46 CTDA: Contrastive Temporal Domain Adaptation for Action Segmentation
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    Chapter 47 Multi-scale and Multi-stage Deraining Network with Fourier Space Loss
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    Chapter 48 DHP: A Joint Video Download and Dynamic Bitrate Adaptation Algorithm for Short Video Streaming
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    Chapter 49 Generating New Paintings by Semantic Guidance
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    Chapter 50 A Multi-Stream Fusion Network for Image Splicing Localization
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    Chapter 51 Fusion of Multiple Classifiers Using Self Supervised Learning for Satellite Image Change Detection
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    Chapter 52 Improving the Robustness to Variations of Objects and Instructions with a Neuro-Symbolic Approach for Interactive Instruction Following
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    Chapter 53 Interpretable Driver Fatigue Estimation Based on Hierarchical Symptom Representations
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    Chapter 54 VAISL: Visual-Aware Identification of Semantic Locations in Lifelog
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    Chapter 55 Multi-scale Gaussian Difference Preprocessing and Dual Stream CNN-Transformer Hybrid Network for Skin Lesion Segmentation
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    Chapter 56 AutoRF: Auto Learning Receptive Fields with Spatial Pooling
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    Chapter 57 In-Air Handwritten Chinese Text Recognition with Attention Convolutional Recurrent Network
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    Chapter 58 Multimedia Datasets: Challenges and Future Possibilities
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    Chapter 59 The Importance of Image Interpretation: Patterns of Semantic Misclassification in Real-World Adversarial Images
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    Chapter 60 Students Take Charge of Climate Communication
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    Chapter 61 Social Relation Graph Generation on Untrimmed Video
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    Chapter 62 Improving Parent-Child Co-play in a Roblox Game
  64. Altmetric Badge
    Chapter 63 Taylor – Impersonation of AI for Audiovisual Content Documentation and Search
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    Chapter 64 Virtual Try-On Considering Temporal Consistency for Videoconferencing
Attention for Chapter 44: Rumor Detection on Social Media by Using Global-Local Relations Encoding Network
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Chapter title
Rumor Detection on Social Media by Using Global-Local Relations Encoding Network
Chapter number 44
Book title
MultiMedia Modeling
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-27818-1_44
Book ISBNs
978-3-03-127817-4, 978-3-03-127818-1
Authors

Zhang, Xinxin, Pan, Shanliang, Qian, Chengwu, Yuan, Jiadong

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Unspecified 1 33%
Student > Ph. D. Student 1 33%
Unknown 1 33%
Readers by discipline Count As %
Unspecified 1 33%
Computer Science 1 33%
Unknown 1 33%

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