Image and graphics technologies and applications : 18th Chinese Conference, IGTA 2023, Beijing, China, August 17-19, 2023, Revised selected papers / Wang Yongtian, Wu Lifang, editors.

This book constitutes the refereed proceedings of the 18th Chinese Conference on Image and Graphics Technologies and Applications, IGTA 2023, held in Beijing, China, during August 1719, 2023. The 35 full papers included in this book were carefully reviewed and selected from 129 submissions. They wer...

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Bibliographic Details
Corporate Author:	IGTA (Conference) Beijing, China)
Other Authors:	Yongtian, Wang, Lifang, Wu
Format:	eBook
Language:	English
Published:	Singapore : Springer, 2023.
Series:	Communications in computer and information science ; 1910.
Subjects:	Image processing > Digital techniques > Congresses. Computer graphics > Congresses. Computer vision > Congresses. Computer graphics. Computer vision. Image processing > Digital techniques. proceedings (reports) Conference papers and proceedings. Actes de congrès.
Online Access:	Click for online access

Table of Contents:

Intro
Preface
Organization
Contents
Image Processing and Enhancement Techniques
Underwater Image Enhancement and Restoration Techniques: A Comprehensive Review, Challenges, and Future Trends
1 Introduction
2 Underwater Image Enhancement and Restoration
2.1 Challenges of Underwater Imaging
2.2 Underwater Image Enhancement
2.3 Underwater Image Restoration
3 Underwater Image Datasets and Quality Metrics
4 Experiments and Analysis
5 Opportunities and Future Trends
6 Conclusion
References
A Self-supervised Learning Reconstruction Algorithm with an Encoder-Decoder Architecture for Diffuse Optical Tomography
1 Introduction
2 Method
2.1 Light Propagation Model
2.2 Deep Convolutional Encoder-Decoder Architecture
3 Results
3.1 Dataset
3.2 Reconstruction Results
4 Conclusions
References
TSR-Net: A Two-Step Reconstruction Approach for Cherenkov-Excited Luminescence Scanned Tomography
1 Introduction
2 Methods
2.1 Forward Problem
2.2 Inverse Problem
2.3 Two-Step Reconstruction Algorithm
3 Results
3.1 Reconstruction Depth Test
3.2 Spatial Resolution Test
3.3 Generalization Ability Test
4 Discussion and Conclusions
References
A Method for Enhancing the Quality of Compressed Videos Based on 2D Convolution and Aggregating Spatio-Temporal Information
1 Introduction
2 Related Work
2.1 Unet
2.2 Attention Mechanisms
3 The Proposed Approach
3.1 Method Proposal
3.2 Framework
3.3 Conv-block Module
4 Experiments
4.1 Experimental Setup
4.2 Dataset
4.3 Comparison to State-of-the-Arts
4.4 Analysis and Discussions
5 Conclusion
References
Multimedia-Based Informal Learning in Museum Using Augmented Reality
1 Introduction
2 Related Work
2.1 Cognitive Theory of Multimedia Learning in AR
2.2 AR in Museum Learning
3 Method
3.1 Environment Scenario
3.2 Experiment Design
3.3 Experiment Procedure
3.4 Participant
4 Result
4.1 Task Load
4.2 Cognitive Load
4.3 Acquired Knowledge
4.4 User Preference
5 Discussion
6 Conclusions and Future Work
References
Machine Vision and 3D Reconstruction
MAIM-VO: A Robust Visual Odometry with Mixed MLP for Weak Textured Environment
1 Introduction
2 Related Work
3 Method
3.1 System Architecture
3.2 Mixer-WMLP Architecture
4 Experiments
4.1 Feature Matching
4.2 Localization on TUM RGB-D Dataset
5 Conclusions
References
Visual SLAM Algorithm Based on Target Detection and Direct Geometric Constraints in Dynamic Environments
1 Introduction
2 Related Works
2.1 Indirect Geometric Constraint Method
2.2 Direct Geometric Constraint Method
3 Method
3.1 System Overview
3.2 Dynamic Feature Detection Based on Target Detection and Direct Geometric Constraints

Image and graphics technologies and applications : 18th Chinese Conference, IGTA 2023, Beijing, China, August 17-19, 2023, Revised selected papers / Wang Yongtian, Wu Lifang, editors.

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