Artificial Intelligence

Second CAAI International Conference, CICAI 2022, Beijing, China, August 27–28, 2022, Revised Selected Papers, Part II

AvLu Fang,Daniel Povey

Häftad, Engelska, 2023

Del 13605 i serien Lecture Notes in Computer Science

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Beskrivning

This three-volume set LNCS 13604-13606 constitutes revised selected papers presented at the Second CAAI International Conference on Artificial Intelligence, held in Beijing, China, in August 2022.

Produktinformation

Utgivningsdatum:2023-01-02
Mått:155 x 235 x 36 mm
Vikt:996 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:645
Förlag:Springer International Publishing AG
ISBN:9783031204999

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Informationsteknik: allmänt inom Data och IT
Artificiell intelligens inom Data och IT

Innehållsförteckning

Cross-Camera Deep Colorization.- Attentive Cascaded Pyramid Network for Online Video Stabilization.- Amodal Layout Completion in Complex Outdoor Scenes.- Exploring Hierarchical Prototypes for Few-Shot Segmentation.- BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation.- Triple GNN: A Pedestrian-Scene-Object Joint Model for Pedestrian Trajectory Prediction.- Cross-Domain Trajectory Prediction With CTP-Net.- Spatial-Aware GAN for Instance-Guided Cross-Spectral Face Hallucination.- Lightweight Image Compression Based on Deep Learning.- DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning.- Monocular 3D Face Reconstruction with Joint 2D and 3D Constraints.- Scene Text Recognition with Single-Point Decoding Network.- Unsupervised Domain Adaptation for Semantic Segmentation with Global and Local Consistency.- Research on Multi-Temporal Cloud Removal using D-S Evidence Theory and Cloud Segmentation Model.- SASD: A Shape-Aware Saliency Object Detection Approach for RGB-D Images.- Dual Windows Are Significant: Learning from Mediastinal Window and Focusing on Lung Window.- CDNeRF: A Multi-Modal Feature Guided Neural Radiance Fields.- MHPro: Multi-Hypothesis Probabilistic Modeling for Human Mesh Recovery.- Image Sampling for Machine Vision.- SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning.- H-ViT: Hybrid Vision Transformer for Multi-Modal Vehicle Re-Identification.- A Coarse-to-Fine Convolutional Neural Network for Light Field Angular Super-Resolution.- VSA: Adaptive Visual and Semantic Guided Attention on Few-Shot Learning.- Evolutionary Multitasking for Coarse-to-Fine Point Cloud Registration with Chaotic Opposition Search Strategy.-Matching and Localizing: A Simple Yet Effective Framework for Human-Centric Spatio-Temporal Video Grounding.- Part-Wise Topology Graph Convolutional Network for Skeleton-Based Action Recognition.- A Lightweight Detection Method of Smartphone Assembly Parts.- Illumination-Guided Transformer-Based Network for Multispectral Pedestrian Detection.- 3D Face Cartoonizer: Generating Personalized 3D Cartoon Faces from 2D Real Photos with a Hybrid Dataset.- Low Light Video Enhancement Based on Temporal-Spatial Complementary Feature.- Compound Label Learning for Affective Image Content Analysis.- Weakly Supervised Learning of Instance Segmentation with Confidence Feedback.-Robust Face-Swap Detection Based on 3D Facial Shape Information.-Prompt Learning with Cross-Modal Feature Alignment for Visual Domain Adaptation.- Tile Defect Detection Based on the Improved S2C-YOLOv5.- Human-Object Interaction Detection: A Survey of Deep Learning-based Methods.- Change Detection of Flood Hazard Areas in Multi-Source Heterogeneous Earth Observation Image Time Series Based on Spatiotemporal Enhancement Strategy.- Reinforcement Learning Based Plug-and-Play Method for Hyperspectral Image Reconstruction.- AGFNet: Attention Guided Fusion Network for Camouflaged Object Detection.-Spatial-Temporal Contextual Feature Fusion Network for Movie Description.- A Transformer-Based Network for Deformable Medical Image Registration.-Context Alignment Network for Video Moment Retrieval.- Underwater Object Detection Using Restructured SSD.- A Multi-Branch Cascade Transformer Network (MBCT–Net) for Hand Gesture Segmentation in Cluttered Background.- Relative Position Relationship Learning Network for Scene Graph Generation.- Person Re-Identification Based on CNN with Multi-Scale Contour Embedding.- Causal Inference With Sample Balancing for Out-Of-Distribution Detection in Visual Classification.- Low-Light Image Enhancement Under Mixed Noise Model With Tensor Representation.- Sequential Fusion of Multi-View Video Frames for 3D Scene Generation.- Multi-Model Lightweight Action Recognition with Group-Shuffle Graph Convolutional Network.- Global-View Re-Identification Tracking with Transformer.- VERTEX: VEhicle Reconstruction and TEXture Estimation From a Single Image Using Deep Implicit Semantic Template Mapping.- TAR-Net: A Triple Attention Residual Network for Power Line Extraction from Infrared Aerial Images.- Deep Dynamic-Range Compression of Infrared Video Camera.- Saliency Map-Based Local White-Box Adversarial Attack Against Deep Neural Networks.- Improving Adversarial Attacks With Ensemble-Based Approaches.- Browsing Behavioral Intent Prediction on Product Recommendation Pages of E-Commerce Platform.- An Optical Satellite Controller Based on Diffractive Deep Neural Network.- Incomplete Cigarette Code Recognition via Unified SPA Features and Graph Space Constraints.- A Large-Scale Tobacco 3D Bin Packing Model Based on Dual-Task Learning of Group Blocks.- ETH-TT: A Novel Approach For Detecting Ethereum Malicious Accounts.- Multi-Objective Meta-Return Reinforcement Learning for Sequential Recommendation.- Purchase Pattern Based Anti-Fraud Framework In Online E-Commerce Platform Using Graph Neural Network.- Physical Logic Enhanced Network for Small-Sample Bi-Layer Metallic Tubes Bending Springback Prediction.- Blind Surveillance Image Quality Assessment via Deep Neural Network Combined With the Visual Saliency.- Power Grid Bus Cluster Based on Voltage Phasor Trajectory.- Following the Lecturer: Hierarchical Knowledge Concepts Prediction for Educational Videos.- Learning Evidential Cognitive Diagnosis Networks Robust to Response Bias.- An Integrated Navigation Method for UAV Autonomous Landing Based on Inertial and Vision Sensors.- An Automatic Surface Defect Detection Method With Residual Attention Network.- Research on Intelligent Decision-Making Irrigation Model of Water and Fertilizer Based on Multi-Source Data Input.- Interaction-Aware Temporal Prescription Generation via Message Passing Neural Network.-Adversarial and Implicit Modality Imputation With Applications to Depression Early Detection.- EdgeVR360: Edge-Assisted Multiuser-Oriented Intelligent 360-Degree Video Delivery Scheme Over Wireless Network.- Automatic Diagnose ofDrug-Resistance Tuberculosis From CT Images Based on Deep Neural Networks.- Maintaining Structural Information by Pairwise Similarity for Unsupervised Domain Adaptation.-Hierarchical Recurrent Contextual Attention Network for Video Question Answering.-An Intelligent Assessment System for Human Motor Functions of Stroke Patients.- UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention.- Audio-Visual Fusion Network Based on Conformer for Multimodal Emotion Recognition.- Audio-Visual Multi-Person Keyword Spotting via Hybrid Fusion.- A New Adaptive TV-Based BM3D Algorithm for Image Denoising.- Data-Driven Hybrid Neural Network under Model-Driven Supervised Learning for Structural Dynamic Impact Localization.- Connecting Patients With Pre-Diagnosis: A Multiple Graph Regularized Method for Mental Disorder Diagnosis.- A Novel Device-Free Localization Approach Based on Deep Dictionary Learning.- Survey of Hypergraph Neural Networks and Its Application to Action Recognition.-Visual Perception Inference on Raven’s Progressive Matrices by Semi-Supervised Contrastive Learning.- PHN: Parallel Heterogeneous Network With Soft Gating for CTR Prediction.- Multi-Relational Cognitive Diagnosis for Intelligent Education.- Clinical Phenotyping Prediction via Auxiliary Task Selection and Adaptive Shared-Space Correction.- Multi-View Subspace Clustering With Joint Tensor Representation and Indicator Matrix Learning.- Weighted Competitive-Collaborative Representation Based Classifier for Imbalanced Data Classification.- Hierarchical Graph Representation Learning with Structural Attention for Graph Classification.-Photovolt Spots Detection Based on Kernel Entropy Component Analysis and Information Gain.-Second-Order Global Attention Networks for Graph Classification and Regression.-Aero-Engine Remaining Useful Life Prediction Via Tensor Decomposition Method.-FIGCI: Flow-Based Information-Geometric Causal Inference.-Emotional Semantic Neural Radiance Fields for Audio-Driven Talking Head.-Multi-View 3D Morphable Face Reconstruction via Canonical Volume Fusion.-DPIT: Dual-Pipeline Integrated Transformer for Human Pose Estimation.-Integrative Analysis of Multi-view Histopathological Image Features for the Diagnosis of Lung Cancer.-Where Are the Children with Autism Looking in Reality?.-Study on Practical Utility of Image Dehazing Algorithms Based on Deep Learning in Computer Vision Scene Understanding.-Benchmarking Deep Reinforcement Learning Based Energy Management Systems for Hybrid Electric Vehicles.-Self-Attention Based High Order Sequence Features of Dynamic Functional Connectivity Networks With rs-fMRI for Brain Disease Classification.- A New Method for Assigning Hesitation Based on An IFS Distance Metric.-Adaptive Combination of Filtered-x NLMS and Affine Projection Algorithms for Active Noise Control.-Linguistic Interval-Valued Spherical Fuzzy Sets and Related Properties.-A Genetic Algorithm for Causal Discovery Based on Structural Causal Model.-Stochastic and Dual Adversarial GAN-Boosted Zero-Shot Knowledge Graph.-LS-YOLO: Lightweight SAR Ship Targets Detection Based on Improved YOLOv5.-Dictionary Learning-Based Reinforcement Learning With Non-Convex Sparsity Regularizer.-Deep Twin Support Vector Networks.-Region-Based Dense Adversarial Generation for Medical Image Segmentation.-Dynamic Clustering Federated Learning for Non-IID Data.-Dynamic Network Embedding by Using Sparse Deep Autoencoder.-Deep Graph Convolutional Networks Based on Contrastive Learning: Alleviating Over-Smoothing Phenomenon.-Clustering-Based Curriculum Construction for Sample-Balanced Federated Learning.-A Novel Nonlinear Dictionary Learning Algorithm Based on Nonlinear-KSVD and Nonlinear-MOD.-Tooth Defect Segmentation in 3D Mesh Scans using Deep Learning.-Crowd-Oriented Behavior Simulation: Reinforcement Learning Framework Embedded with Emotion Model.-Deep Skill Chaining with Diversity for Multi-Agent Systems.-Story Generation Based on Multi-Granularity Constraints.-Chinese Word Sense Embedding With SememeWSD and Synonym Set.-Nested Named Entity Recognition From Medical Texts: An Adaptive Shared Network Architecture With Attentive CRF.-CycleResume: A Cycle Learning Framework With Hybrid Attention for Fine-Grained Talent-Job Fit.-Detecting Alzheimer's Disease Based on Acoustic Features Extracted From Pre-Trained Models.-Similar Case Based Prison Term Prediction.-Interactive Fusion Network With Recurrent Attention for Multimodal Aspect-based Sentiment Analysis.-Developing Relationships: A Heterogeneous Graph Network with Learnable Edge Representation for Emotion Identification in Conversations.-Adaptive Differential Evolution Algorithm With Multiple Gaussian Learning Models.-Online Taxi Dispatching Algorithm Based On Quantum Annealing.-A Snapshot Gradient Tracking for Distributed Optimization Over Digraphs.-Differential Evolution Constrained Optimization for Peak Reduction.-Evolutionary Multitasking Optimization for Multi-Objective Hyperspectral Band Selection.-Research on Control Sensor Allocation of Industrial Robots.-Event-Based Obstacle Sensing and Avoidance for An UAV Through Deep Reinforcement Learning.-Suspension Control of Maglev Train Based on Extended Kalman Filter and Linear Quadratic Optimization.-EO-SLAM: Evolutionary Object SLAM in Perceptual Constrained Scene.-ADRC Based Multi-Task Priority Tracking Control of Collaborative Robots.-Model Predictive Tracking Control for USV With Model Error Learning.-A Hybrid Pattern Knowledge Graph-Based API Recommendation Approach.-Intelligence Quotient Scores Prediction in rs-fMRI via Graph Convolutional Regression Network.-A Novel In-Sensor Computing Architecture Based on Single Photon Avalanche Diode and Dynamic Memristor.-Lane Change Decision-Making of Autonomous Driving Based on Interpretable Soft Actor-Critic Algorithm With Safety Awareness.-GLRNet: Gas Leak Recognition via Temporal Difference in Infrared Video.-ATC-WSA: Working State Analysis for Air TrafficControllers.-3D-Producer: A Hybrid and User-Friendly 3D Reconstruction System.-Contactless Cardiogram Reconstruction Based on the Wavelet Transform via Continuous-wave Radar.-Intelligent Data Extraction System for RNFL Examination Reports.-NeRFingXR: An Interactive XR Tool Based on NeRFs.-A Brain-Controlled Mahjong Game With Artificial Intelligence Augmentation.-VAFA: A Visually-Aware Food Analysis System for Socially-Engaged Diet Management.-XIVA: An Intelligent Voice Assistant With Scalable Capabilities for Educational Metaverse.-Weld Defect Detection And Recognition System Based on Static Point Cloud Technology.-3D Human Pose Estimation Based on Multi-Feature Extraction.-Visual Localization Through Virtual Views.-A Synchronized Multi-View System for Real-Time 3D Hand Pose Estimation.-Monocular Real-Time Human Geometry Reconstruction.-EasyPainter: Customizing Your Own Paintings.-Gesture Interaction for Gaming Control Based on an Interferometric Radar.-An Accelerating Allen Brain Institute’s Large-scale Computational Model of Mice Primary Visual Cortex.-Artistic Portrait Applet, Robot, and Printer.-Sim-to-Real Hierarchical Planning and Control System for Six-legged Robot.