(The following topics include but are not limited to)
Topic 1: Computer Vision
Basic Theory of Computer Vision
Image preprocessing and enhancement
Image segmentation and object extraction
Feature extraction and description
Object detection and recognition
Target tracking and behavior analysis
3D Reconstruction and Stereoscopic Vision
Scene understanding and analysis
Video Analysis and Understanding
Generative Visual Model
Self supervised and contrastive learning in visual perception
Visual attention mechanism
Application of Transfer Learning in Vision
Multi modal visual fusion
Visual SLAM and Localization
Medical image analysis
Remote sensing image analysis
Industrial visual inspection
Visual system hardware acceleration
Topic 2: Detection Technology
Basic Theory of Detection Technology
Non destructive testing technology
Optical Inspection and Machine Vision
Ultrasonic testing technology
Electromagnetic detection technology
Thermal imaging detection technology
Acoustic emission detection technology
Radiographic testing technology
Spectral detection and analysis
Online detection and real-time monitoring
Surface defect detection
Dimensional and geometric measurement testing
Industrial CT testing
Biomedical testing
Environmental detection technology
Food and agricultural product testing
Topic Three: Artificial Intelligence
Basic Theory of Artificial Intelligence
Machine Learning and Deep Learning
Reinforcement Learning and Decision Intelligence
Natural Language Processing and Understanding
Knowledge Graph and Reasoning Engine
Computer Vision and Image Recognition
Artificial Intelligence Security and Interpretability
Federated Learning and Privacy Protection
Generative Artificial Intelligence (AIGC)
Artificial Intelligence Chips and Hardware Acceleration
Artificial Intelligence Software Framework and Platform
Application of Artificial Intelligence in Industry
Application of artificial intelligence in healthcare
Application of Artificial Intelligence in Detection
Standardization and Standardization of Artificial Intelligence
Artificial Intelligence Project Management and Implementation
Artificial intelligence talent cultivation and education
Ethics and Governance of Artificial Intelligence
Exploration of cutting-edge technologies in artificial intelligence