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Author IFTC (Forum) (17th : 2020 : Shanghai, China)

Title Digital TV and wireless multimedia communication : 17th international forum, IFTC 2020, Shanghai, China, December 2, 2020 : revised selected papers / Guangtao Zhai, Jun Zhou, Hua Yang, Ping An, Xiaokang Yang (eds.)
Published Singapore : Springer, [2021]

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Description 1 online resource
Series Communications in computer and information science ; 1390
Communications in computer and information science ; 1390.
Contents Intro -- Preface -- Organization -- Contents -- Image Processing -- Recurrent Multi-column 3D Convolution Network for Video Super-Resolution -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Motion Compensation on Previous SR Frame -- 3.2 3D Multi-column Block (3DMB) -- 4 Experience -- 4.1 Datasets and Training Details -- 4.2 Comparison with Other Advanced Methods -- 5 Conclusion -- References -- The Generative Adversarial Network Based on Attention Mechanism for Image Defogging -- 1 Introduction -- 2 Deep Residual Network and Memory Neural Network
2.1 Deep Residual Network (RESNET) -- 2.2 Long Short-Term Memory (LSTM) -- 3 The Structure of Generative Adversarial Network Based on Attention Mechanism -- 3.1 Generative Network -- 3.2 Discriminated Network -- 3.3 Loss Function -- 3.4 Experimental Parameter Setting and Training Process -- 4 Experiments and Result Analysis -- 4.1 Subjective Evaluation -- 4.2 Objective Evaluation -- 4.3 Dehazing Results Under Different Training Times -- 4.4 Comprehensive Evaluation -- 5 Conclusion -- References -- An Image Dehazing Algorithm Based on Adaptive Correction and Red Dark Channel Prior
1 Introduction -- 2 Red Dark Channel Prior Algorithms -- 2.1 Atmospheric Scattering Model -- 2.2 Dark Channel Prior Theory -- 2.3 Red Dark Channel Prior Theory -- 2.4 Transmittance -- 2.5 Atmospheric Light -- 2.6 Final Fogless Image Restoration -- 3 Post Processing of Defogging Image -- 3.1 Gamma Correction -- 3.2 Maximum Between-Class Variance Method -- 3.3 Gamma Correction Based on OTSU -- 4 Algorithm Flow Chart -- 5 Experimental Results and Analysis -- 5.1 Subjective Evaluation -- 5.2 Objective Evaluation Indicators -- 5.3 Objective Evaluation -- 6 Conclusion -- References
Human Instance Segmentation -- 1 Introduction -- 2 Related Work -- 2.1 Instance Segmentation -- 2.2 Multi-person Human Pose Estimation -- 3 Method -- 3.1 Overview -- 3.2 Evaluation -- 4 Experiments -- 4.1 Datasets -- 4.2 Results -- 5 Conclusion -- References -- UAV Aerial Image Detection Based on Improved FCOS Algorithm -- 1 Introduction -- 2 FCOS Algorithm -- 3 Improved FCOS for Aerial Images -- 3.1 Improved Fusion Layer -- 3.2 Center-Sampling Strategy -- 3.3 Improved Loss Function -- 3.4 Multi-scale Training Strategy -- 4 Experiment and Result Analysis
4.1 Data Set Preparation and Model Training -- 4.2 Experimental Results and Theoretical Analysis -- 5 Conclusion -- References -- FaceCode: An Artistic Face Image with Invisible Hyperlink -- 1 Introduction -- 2 Methodology -- 2.1 Style Transfer -- 2.2 Information Hiding -- 3 Experimental Results and Analysis -- 3.1 Implementation Details -- 3.2 Results of Visual Quality -- 3.3 Results of Information Extracting -- 4 Conclusion -- References -- Single Image Deraining via Multi-scale Gated Feature Enhancement Network -- 1 Introduction -- 2 The Proposed Method -- 2.1 Network Architecture
Summary This book presents revised selected papers from the 17th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2020, held in Shanghai, China, in December 2020. The 21 full papers and 16 short papers presented in this volume were carefully reviewed and selected from 120 submissions. They were organized in topical sections on image processing; machine learning; quality assessment; telecommunications; video surveillance; and virtual reality
Notes International conference proceedings
Includes author index
Current copyright fee: GBP19.00 42\0. Uk
Online resource; title from PDF title page (SpringerLink, viewed April 5, 2021)
In Springer Nature eBook
Subject Digital television -- Congresses
Wireless communication systems -- Congresses
Multimedia communications -- Congresses
Artificial intelligence.
Computers
Artificial Intelligence
computers.
artificial intelligence.
Digital television
Multimedia communications
Wireless communication systems
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Zhai, Guangtao, editor.
Zhou, Jun, editor
Yang, Hua, editor
An, Ping, editor
Yang, Xiaokang, editor.
ISBN 9789811611940
9811611947
Other Titles IFTC 2020