Artificial Intelligence and Robotics (eBook, PDF)

8th International Symposium, ISAIR 2023, Beijing, China, October 21-23, 2023, Revised Selected Papers
Redaktion: Lu, Huimin; Cai, Jintong

• Format: PDF

Produktbeschreibung

This book constitutes the refereed proceedings of the 8th International Symposium on Artificial Intelligence and Robotics, ISAIR 2023, held in Beijing, China, during October 21-23, 2023.

The 50 full papers included in this book were carefully reviewed and selected from 103 submissions. They focus on three important areas of Pattern Recognition: Artificial Intelligence; Robotics and Internet of Things, Covering Various Technical Aspects.

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Produktdetails

• Verlag: Springer Nature Singapore
• Seitenzahl: 535
• Erscheinungstermin: 3. Januar 2024
• Englisch
• ISBN-13: 9789819991099
• Artikelnr.: 69744766

Inhaltsangabe

T-spline Surface Fairing Based on Centripetal Re-parameterization.- Enhanced Object Detection of Abnormal Light Based on Multi-scale Retinex with Chromacity.- CS-Net: A Stain Style Transfer Network for Histology Images with CS-Gate Attention.- Single-image 3D Human Pose and Shape Estimation Enhanced by Clothed 3D Human Reconstruction.- IoT Botnet Attacks Detection and Classification Based on Ensemble Learning.- STGAN: Sonar Image Despeckling Method Utilizing GAN and Transformer.- Teacher classroom behavior detection based on a human pose estimation algorithm.- Condition Monitoring of Wind Turbine Anemometers Based on Combined Model Deep Learning.- C2FC: Coarse-to-fine Contour-based Method For Interactive Medical Image Segmentation.- DDTM: A Distance-Based Data Transformation Method for Time Series Classification.- Two Stream Multi-Attention Graph Convolutional Network For Skeleton-Based Action Recognition.- Aesthetic Multi-Attributes Captioning Network for Photos.- Improving Road Extraction in Hyperspectral Data with Deep Learning Models.- Human Related Information Extraction from Chinese Archive Images.- Multi-virtual View Scoring Network for 3D Hand Pose Estimation from a Single Depth Image.- Digital Archive Stamp Detection and Extraction.- Underwater Image Enhancement Using Improved Shallow-UWnet.- Single Image Reflection Removal using DeepLabv3+.- Improved GR-ConvNet for Antipodal Robotic Grasping.- An Indirect State-of-Health Estimation Method for Lithium-Ion Battery Based on Correlation Analysis and Long Short-Term Memory Network.- A Quantum Behaved Particle Swarm Optimization with a Chaotic Operator.- A novel small object detection method based on improved transformer model.- A Novel Full-scale Skip Connections Approach Based on U-Net for COVID-19 Lesion Segmentation in CT Images.- Personnel Intrusion Detection in Railway Perimeter with ImprovedYOLOv7.- Research on Watermark Embedding of Fax Channel Images Based on U-Net Network.- An enhanced downsampling Transformer network for point cloud semantic segmentation.- Improved DGCNN based on Transformer for point cloud segmentation.- Symmetry Analysis of Face from A Video Image of 3D Point Cloud.- A Contrastive Learning-based Interpretable Prediction Model for Patients with Heart Failure.- A Dictionary-based Concept Extraction Method for Chinese Course Knowledge.- Image Recoloring for Color Blindness Considering Naturalness and Harmony.- Improving PSO-SVM for Fatigue Recognition.- Parallel Attention Mechanism Based Multi-feature Fusion for Underwater Object Tracking.- Cross-modal Visual Correspondences Learning without External Semantic Information for Zero-shot Sketch-based Image Retrieval.- Remaining Useful Life Prediction of Aircraft Engines using DCNN-BiLSTM with K-means Feature Selection.- Multiscale Transfer Learning Based Fault Diagnosis of Rolling Bearings.- Experimental Comparison of Three Topic Modeling Methods with LDA, Top2Vec and BERTopic.- Unsupervised Person Re-identification via Differentiated Color Perception Learning.- A Quantitative evaluation method for Parkinson's disease.- Mobile Robot Path Planning Based on Improved Ant Colony.- Learning communication with limited range in multi-agent cooperative tasks.- Intelligent pet house environment control system based on decoupling fuzzy neural network.- Research on Automatic Medicine Box System for Community with Extreme Learning Machine Based on Sparrow Search Algorithm Improvement.- Multimodal Depression Detection Network based on Emotional and Behavioral Features in Conversations.- Enhancing Nighttime Vehicle Segmentation for Autonomous Driving based on YOLOv5.- Improved YOLOv7 Small Object Detection Algorithm for Seaside Aerial Images.- Research on Lightweight Road Semantic Segmentation Algorithm based on DeepLabv3+.- What Is a Proper Face Registration for Face Recognition?.- An Effective Hand Pose Estimation based Evaluation Method in Assessing Parkinson's Finger Tap Movements.- 3D Segmentation of Bin Picking by Domain Randomization.