Artificial Intelligence and Robotics: 7th International Symposium, ISAIR 2022, Shanghai, China, October 21-23, 2022, Proceedings, Part II

ISBN-13: 9789811979422 / Angielski / Miękka / 2022 / 375 str.

Shuo Yang; Huimin Lu

Opis

This two-volume set (CCIS 1700-1701) constitutes the refereed proceedings from the 7th International Symposium on Artificial Intelligence, ISAIR 2022, held in Shanghai, China, in October 2022.

The 67 presented papers were thoroughly reviewed and selected from 285 submissions. The volumes present the state-of-the-art contributions on the cognitive intelligence, computer vision, multimedia, Internet of Things, robotics, and related applications.

Spis treści

Brain Modeling for Surgical Training on the Basis of Unity 3D.- Motion Saliency Detection Based on Drosophila Vision-inspired Model.- Exploring the Potential of Facial Physiological Signature on Happiness Detection.- Research on Matching Mechanism and Route Planning of Intercity Carpool.- Predicting Stock Market Index Further Trends based on The One-dimensional Convolutional Neural Network.- Image Undistortion and Stereo Rectification Based on Central Ray-Pixel Models.- GGM-Net: Gradient Constraint on Multi-Category Brain MRI Segmentation.- Linear split attention for Pavement Crack Detection.- Information Acquisition and Feature Extraction of Motor Imagery EEG.- MLRA-Net: A Multi-scale Transformer and CNNs Network for Stroke Lesion Segmentation.- Lightweight 3D Point Cloud Classification Network.- Unsupervised Domain Adaptive Image Semantic Segmentation Based on Convolutional Fine-grained Discriminant and Entropy Minimization.- Ensemble of Classification and Matching Models with Alpha-Refine for UAV Tracking.- LayoutLM-Critic: Multimodal Language Model for Text Error Correction of Optical Character Recognition.- Blind Image Deblurring via Fast Local Extreme Intensity Prior.- STRDD: Scene Text Removal with Diffusion Probabilistic Models.- Geometry-Aware Network for Table Structure Recognition in Wild.- A Differential Evolution Algorithm with Adaptive Population Size Reduction Strategy.- A Semi-supervised Road Segmentation Method for Remote Sensing Image Based on SegFormer.- Cross-Layer Feature Attention Module for Multi-Scale Object Detection.- Interact-Pose Datasets for 2D Human Pose Estimation in Multi-Person Interaction Scene.- Multimodal Breast Cancer Diagnosis Based on Multi-level Fusion Network.- Behavior Control of Cooperative Vehicle Infrastructure System in Container Terminals Based on Q-learning.- Backdoor Attack Against Deep Learning-based Autonomous Driving with Fogging.- A Study on Japanese Text Multi-Classification with ALBERT-TextCNN.- Part based Face Stylization via Multiple Generative Adversarial Networks.- Network Intrusion Detection Method Based on Optimized Multiclass Support Vector Machine.- Face Recognition Based on Inverted Residual Network in Complex Environment of Mine.- Comprehensive Optimization for Non-Coal Objects Recognition on Conveyor Belt Based on Deep Learning.- Automated Cobb Angle Measurement using MVIE-Net Combined with Vertebral Segmentation and Landmarks Detection.- Neuromorphic Computing Model Evoked by Audio Vision for Patrol Robot.- Emotion-Sentence-DistilBERT: A Sentence-BERT-based Distillation Model for Text Emotion Classification.- Gait Recognition for Laboratory Safety Management Based on Human Body Pose Model.- Use Active Learning to Construct Japanese Emoji Emotion Database.- Target-driven Autonomous Robot Exploration in Mappless Indoor Environments Through Deep Reinforcement Learning.- Background Subtraction Based on Visual Saliency.- Image Rectification of Industrial Equipment Nameplate Based on Progressive Probabilistic Hough Transform.