This foreword provides an overview of the contributions presented at the fifteenth international conference on geometric modeling and processing (GMP2021 -originally scheduled for May 10-13, 2021 in Pilsen, Czech Repu...
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This foreword provides an overview of the contributions presented at the fifteenth international conference on geometric modeling and processing (GMP2021 -originally scheduled for May 10-13, 2021 in Pilsen, Czech Republic). (C) 2021 Elsevier B.V. All rights reserved.
The proceedings contain 59 papers. The special focus in this conference is on 3D Imaging Technologies—Multidimensional Signal processing and Deep Learning. The topics include: Digital Twin Technology Approach Based o...
ISBN:
(纸本)9789819751808
The proceedings contain 59 papers. The special focus in this conference is on 3D Imaging Technologies—Multidimensional Signal processing and Deep Learning. The topics include: Digital Twin Technology Approach Based on the Hierarchical IDP Tensor Decomposition;modeling Technology for Complex Dynamic Operating Environment of Power Grid Based on Digital Twins;design of a Digital Twin Platform Based on Distributed Computing and Resource Optimization Algorithms;deep Learning Network Optimization Combining 3D Imaging and Multidimensional Signal processing;time Series Prediction Application of Deep Learning in Multidimensional Signal processing;improving Abstractive Summarization with Graph Sequence Model;advancing Semantic Segmentation and Interpretation of 3D Images Through Integrated Deep Learning and Natural Language processing Techniques;children’s Toy Product Design Based on Augmented Reality Technology;based on the Neural Network Classification of Human Behavior Research;development of an Independent Adversarial Sample Detection Model, Based on Image Features;Visualization and Analysis of CNN Adversarial Training;video Violence Detection Method Based on Multi-Feature and Graph Convolutional Network;Enhancing Realized Volatility Prediction: An Exploration into LightGBM Baseline Models;terminal Anomaly Discovery Technology Based on Service Behavior Deviation;An Efficient CRNN Model with the Multi-scale Feature Fusion for Text Recognition from Chinese Medical Reports;advancing Precision Drug Screening: Integrating Imaging Technology and Artificial Intelligence for Novel Models;a Short Video Retrieval Method Based on Spatio-Temporal Feature Fusion;spatial Data Transformation and Fusion Expression Based on geometric Algebra;EM2-YOLO: Lightweight Remote Sensing Image Detection;Tower-Type Detection of UAV Aerial Image Based on YOLOV5 Network Model.
The proceedings contain 19 papers. The topics discussed include: infrared dim and small target detection based on total variation and multiple noise constraints modeling;infrared small target detection algorithm with ...
ISBN:
(纸本)9781450395823
The proceedings contain 19 papers. The topics discussed include: infrared dim and small target detection based on total variation and multiple noise constraints modeling;infrared small target detection algorithm with complex background based on YOLO-NWD;masked face recognition with 3D facial geometric attributes;group sparse-based discriminative feature learning for face recognition;CLAMOT: 3D detection and tracking via multi-modal feature aggregation;research on the application of three-dimensional digital model in the protection and inheritance of traditional architecture: take the example of the ma tau wall of Huizhou architecture;hierarchical iris image super resolution based on wavelet transform;an improved dark channel prior defogging algorithm based on transmissivity image segmentation;image processing based scoring system for small arms firing in the military domain;and a quantitative comparison of automated cleaning techniques for web scraped image data of ‘smart cities’.
The proceedings contain 51 papers. The topics discussed include: ELERP: an ellipsoidal linear interpolation for ellipsoidal graph visualization;convex-hull-directed edge routing geometric optimization;application of c...
ISBN:
(纸本)9781665492508
The proceedings contain 51 papers. The topics discussed include: ELERP: an ellipsoidal linear interpolation for ellipsoidal graph visualization;convex-hull-directed edge routing geometric optimization;application of computer 3D technology in graphic design of animation scene;3D animation face modeling and feature extraction based on computer graphics and image processing technology;unwrapping phase method based on rearranged periodic fragments;application of configuration graphics modeling technology in scheduling automation graphics system;a cloud-edge-device collaborative inference framework;the innovative application of Buyi Batik pattern based on shape grammar;interpolation and sharpening for image upsampling;a review of image authentication techniques based on deep hashing;a creativity survey of generative adversarial networks applied to images;and natural image matting based on image inpainting.
The proceedings contain 187 papers. The topics discussed include: modeling and identification of quadrotor dynamics affected by wind stress;modeling of a motor driven servo-table with significant flexible modes and no...
The proceedings contain 187 papers. The topics discussed include: modeling and identification of quadrotor dynamics affected by wind stress;modeling of a motor driven servo-table with significant flexible modes and nonlinear disturbances;geometric graph neural network modeling of human interactions in crowded environments;the cost of transition: modeling the swimming biomechanics of bottlenose dolphins to estimate cost of transport;machine learning-based lithium ion batteries second-life starting threshold estimation: sizing optimization for stationary applications;enhancing hip exoskeleton tuning performance with machine learning: an anthropometric data-driven approach;data-driven learning-based sensor placement and temperature distribution reconstruction in lithium-ion pouch cells;and enhancing reinforcement learning for automated driving through virtual lane logic.
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