📚︎ Multimodal Fusion and Core Visual Algorithms

Optical cross-modal feature fusion technology for photoelectric imaging data, Optical multimodal semantic alignment and consistent representation of spectral and visual images, Research and optimization of optical perception-based multimodal large visual models, Optical image cross-modal retrieval, matching and feature registration for multi-source photoelectric sensing, Optical multimodal reasoning, decision-making and scene cognition based on imaging perception, Generative multimodal visual technology for optical image reconstruction and restoration, Robustness research of optical multimodal vision against imaging noise and optical interference, Data augmentation and sample enhancement for optical multimodal imaging datasets, Optical visual feature extraction, representation and adaptive learning for imaging tasks, Optimization, lightweighting, and engineering deployment of large optical visual models

📚︎ Computer Vision and Intelligent Image/Video Processing

High-precision object detection and intelligent target tracking, Image semantic segmentation, instance segmentation and edge perception, Complex scene understanding, visual reasoning and scene reconstruction, 3D point cloud processing, spatial perception and stereo vision reconstruction, Few-shot, zero-shot and small-sample visual learning algorithms, Visual anomaly detection, defect identification and abnormal analysis, Low-quality image restoration, denoising and visual enhancement, Video sequence analysis, motion estimation and intelligent video processing, Optical image feature matching, registration and cross-scale analysis, Visual model generalization and adaptive optimization for complex scenarios

📚︎ Multimodal Imaging and Optical Sensing Technology

Multispectral imaging technology and spectral feature analysis, Hyperspectral imaging, spectral decomposition and information mining, Infrared thermal imaging detection and temperature field visualization, 3D optical imaging, stereo reconstruction and computational photography, Computational optics imaging and intelligent optical calculation methods, Optical sensing system design, calibration and signal optimization, Biomedical optical imaging and microscopic visual detection technology, Remote sensing imaging interpretation and multi-source spectral fusion analysis, Multi-modal sensor fusion and photoelectric signal processing, Low-light, haze and low-quality optical imaging optimization

📚︎ Multimodal Visual Intelligent Applications

Industrial visual inspection, surface defect detection and quality evaluation, Autonomous driving visual perception and multi-sensor fusion sensing, Intelligent security monitoring, abnormal behavior analysis and early warning, Medical image analysis, lesion detection and intelligent assisted diagnosis, Robot visual navigation, spatial positioning and intelligent obstacle avoidance, Digital twin visual modeling, reconstruction and scene visualization, Intelligent traffic visual monitoring and real-time road condition perception, Multi-modal visual analysis for environmental monitoring and resource assessment, Intelligent visual system design and engineering application deployment, Cross-domain application and innovation of multimodal vision technology