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Advances in Multimedia Information Processing – PCM 2018

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Table of Contents

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    Book Overview
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    Chapter 1 MFDCNN: A Multimodal Fusion DCNN Framework for Object Detection and Segmentation
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    Chapter 2 Mixup-Based Acoustic Scene Classification Using Multi-channel Convolutional Neural Network
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    Chapter 3 Multimodal Fusion for Traditional Chinese Painting Generation
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    Chapter 4 Optimal Feature Selection for Saliency Seed Propagation in Low Contrast Images
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    Chapter 5 New Fusion Based Enhancement for Text Detection in Night Video Footage
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    Chapter 6 Deformable Feature Pyramid Network for Ship Recognition
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    Chapter 7 Learning Hierarchical Context for Action Recognition in Still Images
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    Chapter 8 iMakeup: Makeup Instructional Video Dataset for Fine-Grained Dense Video Captioning
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    Chapter 9 Embedded Temporal Visualization of Collaboration Networks
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    Chapter 10 Particle Swarm Programming-Based Interactive Content-Based Image Retrieval
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    Chapter 11 Video Clip Growth: A General Algorithm for Multi-view Video Summarization
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    Chapter 12 Cross-Media Retrieval via Deep Semantic Canonical Correlation Analysis and Logistic Regression
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    Chapter 13 3D Global Trajectory and Multi-view Local Motion Combined Player Action Recognition in Volleyball Analysis
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    Chapter 14 Underwater Image Enhancement by the Combination of Dehazing and Color Correction
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    Chapter 15 A Novel No-Reference QoE Assessment Model for Frame Freezing of Mobile Video
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    Chapter 16 Saliency Detection Based on Deep Learning and Graph Cut
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    Chapter 17 Rethinking Fusion Baselines for Multi-modal Human Action Recognition
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    Chapter 18 A DCT-JND Profile for Disorderly Concealment Effect
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    Chapter 19 Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks
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    Chapter 20 Intra-Image Region Context for Image Captioning
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    Chapter 21 Viewpoint Quality Evaluation for Augmented Virtual Environment
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    Chapter 22 A Flower Classification Framework Based on Ensemble of CNNs
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    Chapter 23 Image Translation Between High-Resolution Remote Sensing Optical and SAR Data Using Conditional GAN
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    Chapter 24 A Combined Strategy of Hand Tracking for Desktop VR
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    Chapter 25 Super-Resolution of Text Image Based on Conditional Generative Adversarial Network
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    Chapter 26 Latitude-Based Visual Attention in 360-Degree Video Display
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    Chapter 27 Branched Convolutional Neural Networks for Face Alignment
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    Chapter 28 A Robust Approach for Scene Text Detection and Tracking in Video
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    Chapter 29 Improving Intra Block Copy with Low-Rank Based Rectification for Urban Building Scenes
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    Chapter 30 Assembly-Based 3D Modeling Using Graph Convolutional Neural Networks
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    Chapter 31 Blur Measurement for Partially Blurred Images with Saliency Constrained Global Refinement
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    Chapter 32 SCAN: Spatial and Channel Attention Network for Vehicle Re-Identification
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    Chapter 33 Speech Data Enhancement Based on Hybrid Neural Network
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    Chapter 34 Unified Data Hiding and Scrambling Method for JPEG Images
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    Chapter 35 Cross-Modal Retrieval with Discriminative Dual-Path CNN
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    Chapter 36 Deep Learning for Ovarian Tumor Classification with Ultrasound Images
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    Chapter 37 Arbitrary Image Emotionalizing with Style Transfer
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    Chapter 38 Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network
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    Chapter 39 Sequence-Based Recommendation with Bidirectional LSTM Network
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    Chapter 40 Natural Scene Text Detection Based on Deep Supervised Fully Convolutional Network
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    Chapter 41 MFM: A Multi-level Fused Sequence Matching Model for Candidates Filtering in Multi-paragraphs Question-Answering
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    Chapter 42 Multiview CNN Model for Sensor Fusion Based Vehicle Detection
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    Chapter 43 Color Image Super Resolution by Using Cross-Channel Correlation
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    Chapter 44 Stereoscopic Video Quality Prediction Based on End-to-End Dual Stream Deep Neural Networks
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    Chapter 45 Fast and Robust 3D Numerical Method for Coronary Artery Vesselness Diffusion from CTA Images
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    Chapter 46 Multi-view Viewpoint Assessment for Architectural Photos
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    Chapter 47 Underwater Image Enhancement Using Stacked Generative Adversarial Networks
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    Chapter 48 An Efficient Complexity Reduction Scheme for CU Partitioning in Quality Scalable HEVC
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    Chapter 49 Extended Multi-column Convolutional Neural Network for Crowd Counting
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    Chapter 50 ECG Classification Algorithm Using Shape Context
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    Chapter 51 Small Object Detection Using Deep Feature Pyramid Networks
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    Chapter 52 Dataset Refinement for Convolutional Neural Networks via Active Learning
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    Chapter 53 Gaze Information Channel
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    Chapter 54 A Multi-information Fusion Model for Shop Recommendation Based on Deep Learning
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    Chapter 55 An Improved SKFCM-CV Whole Heart MR Image Segmentation Algorithm
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    Chapter 56 An Image Splicing Localization Algorithm Based on SLIC and Image Features
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    Chapter 57 Effect of Checkerboard on the Accuracy of Camera Calibration
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    Chapter 58 Weighted Multi-feature Fusion Algorithm for Fine-Grained Image Retrieval
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    Chapter 59 Convolutional Neural Networks Based Soft Video Broadcast
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    Chapter 60 Image Generation for Printed Character by Representation Learning
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    Chapter 61 CRNet: Classification and Regression Neural Network for Facial Beauty Prediction
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    Chapter 62 Stitches Generation for Random-Needle Embroidery Based on Markov Chain Model
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    Chapter 63 Image Recognition with Deep Learning for Library Book Identification
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    Chapter 64 Learning Affective Features Based on VIP for Video Affective Content Analysis
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    Chapter 65 Research on Multitask Deep Learning Network for Semantic Segmentation and Object Detection
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    Chapter 66 Learning to Match Using Siamese Network for Object Tracking
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    Chapter 67 Macropixel Based Fast Motion Estimation for Plenoptic Video Compression
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    Chapter 68 Text to Region: Visual-Word Guided Saliency Detection
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    Chapter 69 Text-Guided Dual-Branch Attention Network for Visual Question Answering
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    Chapter 70 A Fast Zero-Quantized Percentage Model for Video Coding with RDO Quantization
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    Chapter 71 Partially Separated Networks for Person Search
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    Chapter 72 Action Tree Convolutional Networks: Skeleton-Based Human Action Recognition
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    Chapter 73 Research of Secret Sharing Digital Watermarking Scheme Based on Spread Spectrum Algorithm and PCA
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    Chapter 74 Convolutional Neural Networks Based Image Classification for Himawari-8 Stationary Satellite Imagery
Attention for Chapter 25: Super-Resolution of Text Image Based on Conditional Generative Adversarial Network
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Chapter title
Super-Resolution of Text Image Based on Conditional Generative Adversarial Network
Chapter number 25
Book title
Advances in Multimedia Information Processing – PCM 2018
Published by
Springer, Cham, September 2018
DOI 10.1007/978-3-030-00764-5_25
Book ISBNs
978-3-03-000763-8, 978-3-03-000764-5
Authors

Yuyang Wang, Wenjun Ding, Feng Su, Wang, Yuyang, Ding, Wenjun, Su, Feng

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 %
Researcher 1 33%
Student > Master 1 33%
Unknown 1 33%
Readers by discipline Count As %
Computer Science 1 33%
Engineering 1 33%
Unknown 1 33%