Topic 1: Intelligent Perception Technology
a. Visual and Image Perception Technology
Computer vision (object detection, 3D reconstruction, SLAM)
Medical imaging analysis (CT/MRI lesion segmentation, microscopic image processing)
Multispectral/Remote Sensing Image Interpretation and Anomaly Detection
b. Biology and Speech Perception Technology
Biometric recognition (fingerprint, iris, voiceprint fusion authentication)
Speech Separation and Synthesis in Complex Environments
Non contact physiological signal perception (such as WiFi/radar based heartbeat detection)
c. Intelligent Systems and Environmental Perception
Multi sensor fusion for autonomous driving (LiDAR vision radar)
Intelligent transportation (pedestrian intention prediction, V2X collaborative perception)
Environmental monitoring (meteorological data inversion, pollution traceability analysis)
d. Multimodal fusion and edge computing
Cross modal data alignment and feature level fusion
Edge lightweight model deployment and hardware acceleration
Wireless Sensing Network (RFID/WiFi Behavior Recognition, Smart Home Linkage)
Topic 2: Pattern recognition
a. Core algorithms and models
Deep learning (small sample learning, neural architecture search)
Graph Neural Networks (Dynamic Graph Modeling, Social Network Analysis)
Explainable AI and causal reasoning models
b. Temporal and spatial data analysis
Time series prediction (LSTM Transformer)
Hybrid architecture
Video tracking and cross camera target re identification
Geometric Deep Learning of Point Cloud/Grid Data
Topic 3: Scene Applications
a. Cross disciplinary application technology
Natural language processing (multimodal dialogue, text sentiment analysis)
Medical and health (ECG/EEG signal classification, gene sequence pattern mining)
Financial technology (high-frequency trading mode analysis, fraud detection)
b. Complex scenarios and system optimization
Incremental Learning and Catastrophicity in Open Environments
Forgetting inhibition
Privacy Protection Federated Learning and Encryption Data Reasoning
Model lightweighting (pruning, quantization, knowledge distillation)
Intelligent recommendation system (multi behavior modeling, cold start optimization)
Industrial anomaly detection (vibration signal analysis, multivariate temporal positioning)
Sports analysis (action evaluation, tactical pattern mining)
*Other related topics are also available