(Including but not limited to the following topics)
Topic 1: Computer Vision
- Image Segmentation
- Object Detection and Tracking
- 3D Vision
- Multimodal Visual Analysis
- Video Understanding and Behavior Recognition
- Feature Extraction and Matching
- Visual Attention Mechanism
- Posture Estimation
- Scene Graph Generation
- Visual Localization and Mapping
- Image Restoration and Enhancement
- Weakly Supervised and Semi-Supervised Visual Learning
- Cross-Domain and Domain Adaptation
- Visual Reasoning
- Application of Generative Adversarial Networks in Vision
- Self-Supervised Learning and Representation Learning
- Remote Sensing Image Analysis
- Medical Image Computing
- Edge Detection and Contour Extraction
- Large-scale Image Retrieval
Topic 2: Artificial Intelligence
- Deep Learning Models and Architectures
- Generative Artificial Intelligence
- Reinforcement Learning
- Transfer Learning
- Small Sample and Zero Sample Learning
- Adversarial Machine Learning
- Graph Neural Networks
- Knowledge Distillation and Model Compression
- Explainable Artificial Intelligence
- Federated Learning
- Multi-Agent Systems
- Neural Symbolic Learning
- Uncertainty Estimation
- Data Augmentation and Synthesis
- Automated Machine Learning
- Continuous Learning
- Meta-Learning
- Causal Inference
- Large-scale Pre-trained Models
- Edge Intelligence
Topic 3: Industrial Inspection
- Surface Defect Detection
- Visual Dimension Measurement
- Assembly Integrity Detection
- Anomaly Detection and Localization
- Defect Classification Based on Deep Learning
- Small Targets Detection in Industrial Images
- Real-time Online Inspection System
- Multispectral and Hyperspectral Industrial Imaging
- X-ray and CT Image Analysis
- Visual Guided Robot Inspection
- 3D Structured Light Detection
- Semantic Segmentation in Industrial Scenes
- Weak Contrast and Low-Quality Image Enhancement
- Label and Character Recognition
- Texture Analysis
- Thermal Imaging Fault Diagnosis
- Domain Adaptation in Visual Inspection
- Lightweight Model Deployment
- Multi-Camera Collaborative Inspection
- Visual Inspection Standards and Dataset Construction