The definition of computer vision
Computer vision is a technology that imitates human visual system. It allows computers to obtain information from digital images or videos for analysis and understanding. This technology is widely used in automatic driving, face recognition, medical image analysis and other fields.
Luo Mingfu's Achievements
Luo Mingfu's research in the field of computer vision mainly focuses on image processing, image analysis and computer vision algorithms. His research achievements include:
Image Classification Algorithm Based on Deep Learning
Target detection algorithm based on deep learning
Face recognition algorithm based on deep learning
Pedestrian detection algorithm based on deep learning
Medical image analysis algorithm based on deep learning
These research results have been widely used in automatic driving, face recognition, medical image analysis and other fields.
Application of deep learning
Deep learning is one of the important technologies in the field of computer vision, which allows computers to learn features automatically, thus realizing tasks such as image classification, target detection and face recognition. In the application of deep learning, Luo Mingfu proposed some important algorithms, including:
Convolutional Neural Network
Circulating neural network
Residual network
These algorithms have been widely used in the field of computer vision and become an important part of deep learning.
The future of computer vision
With the continuous development of computer vision technology, it will be more and more widely used in automatic driving, face recognition, medical image analysis and other fields. Luo Mingfu believes that in the future, computer vision technology will achieve higher precision and faster speed, and at the same time, it will be more popular and benefit more people.