Analysis of the Development of Video Motion Magnification Technology
People are limited by their physical functions and cannot intuitively access many im-portant information.Often,they rely on various sensors,and with the rise of video magnifica-tion technology,they use computer vision technology to play an auxiliary role in bridge monito-ring.This is because video motion magnification technology can present many subtle motions that human eyes cannot directly see,to achieve the observation and monitoring of motion.With the rapid development of the field of computer vision,video motion magnification technology has also gradually transitioned from the initial Lagrangian magnification method,Euler magnifi-cation method,phase magnification method,to deep learning models and Transformer models.Later,this technology was applied to multiple scenarios,such as:micro-expression recognition,dynamic behavior detection,non-contact psychological detection,etc.
video motion magnificationEuler's methoddeep learning modelsTransformer models
万方数据
维普
