Title Proceedings of the World Conference on Intelligent and 3-D Technologies (WCI3DT 2022) : methods, algorithms and applications / Roumen Kountchev, Kazumi Nakamatsu, Wenfeng Wang, Roumiana Kountcheva, editors

Published Singapore : Springer, [2023]

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Description 1 online resource (480 pages) : illustrations Series Smart innovation, systems and technologies ; volume 323 Smart innovation, systems, and technologies ; 323. Contents Intro -- Preface -- Contents -- About the Editors -- The Theory and Application of Artificial Intelligence -- A Mine Target Detection Technology Based on Artificial Intelligence Algorithm -- 1 Introduction -- 2 Overall Process -- 3 Design Scheme -- 3.1 Construction of Dataset -- 3.2 Detection Model Design -- 3.3 Small Goal Optimization -- 3.4 Model Compression -- 4 Experimental Verification -- 5 Conclusions and Prospects -- References -- Meta-learning Improves Emotion Recognition -- 1 Introduction -- 2 Description of Algorithms -- 3 Experiments with CNN -- 4 Experiments with Meta-CNN 5 Conclusion -- References -- Automatic Machine Learning Model Construction and Performance Validation in Face Recognition -- 1 Introduction -- 2 Dataset and Method -- 2.1 Dataset Description -- 2.2 Dataset Preprocessing -- 2.3 Proposed Approach -- 2.4 Implementation Details -- 3 Results and Discussion -- 3.1 Results -- 3.2 Discussion -- 4 Conclusion -- References -- Problem Solving and Algorithm Research of the Integration of News Media Gathering and Editing Based on Artificial Intelligence -- 1 Introduction -- 2 Methods -- 2.1 Clustering Model -- 2.2 Auxiliary Service Design 3 Result Analysis -- 3.1 The Realization Effect of Theme Extension -- 3.2 Realization Effect of Manuscript Background -- 4 Conclusion -- References -- ISAR Image Quality Grade Evaluation of Space Targets Based on Fusion Feature -- 1 Introduction -- 2 Image Quality Feature Extraction and Fusion -- 2.1 Overall Texture Features of Image -- 2.2 Image Detail Intensity Feature -- 2.3 Image Signal-to-Noise Ratio (SNR) Feature -- 2.4 Features Normalization and Fusion -- 3 Image Quality Evaluation Based on Machine Learning -- 3.1 Offline Training of Image Quality Evaluation Model 3.2 Online Evaluation of Image Quality -- 4 Experiment and Analysis -- 5 Conclusion -- References -- Research on the Key Technologies of Big Data Security and Privacy Protection in the Field Based on Artificial Intelligence -- 1 Introduction -- 2 Method -- 2.1 Big Data Security and Privacy Protection Data Processing Platform -- 2.2 Differential Privacy Data Publishing Based on Spark Framework -- 2.3 Dynamic Data Distribution of Differential Privacy Based on Fractal Dimension -- 3 Result Analysis -- 3.1 Publishing Results of Differential Privacy Data Based on Spark Framework 3.2 Dynamic Data Distribution Results of Differential Privacy Based on Fractal Dimension -- 4 Conclusion -- References -- Research on Explosive Shock Wave Parameters Film Test Method Based on Image Method -- 1 Introduction -- 2 Method -- 2.1 Principle Analysis -- 2.2 Design Experiment of Thin Film -- 3 Result Analysis -- 3.1 Failure Analysis -- 3.2 Relationship Between Pressure and Deformation Disturbance -- 3.3 Influencing Factors -- 4 Conclusion -- References -- Research on Chinese News Text Classification Based on ERNIE Model -- 1 Introduction -- 2 Related Work Summary This book features a collection of high-quality, peer-reviewed research papers presented at first World Conference on Intelligent and 3-D Technologies (WCI3DT 2022), held in China during May 2426, 2022. The book provides an opportunity for the researchers and academia as well as practitioners from industry to publish their ideas and recent research development work on all aspects of 3D imaging technologies and artificial intelligence, their applications, and other related areas. The book presents ideas and the works of scientists, engineers, educators, and students from all over the world from institutions and industries Bibliography Includes bibliographical references Notes Description based on online resource; title from digital title page (viewed on January 31, 2023) Subject Artificial intelligence -- Congresses Three-dimensional imaging -- Congresses Artificial intelligence Three-dimensional imaging Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Kountchev, Roumen, editor. Nakamatsu, Kazumi, editor. Wang, Wenfeng, editor Kountcheva, Roumiana, editor ISBN 9789811971846 9811971846

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