The invention discloses an automatic alignment method and
system for a medical displacement
machine. Information of a patient is collected through a
laser sensor, a
monocular camera and a depth camera; inputting
medical record data of the patient into a deep neural network, and using the deep neural network to perform fusion
processing on information acquired by the
laser sensor, the
monocular camera and the depth camera and the
medical record data; using a
convolutional neural network and a
recurrent neural network to
train the position information, the
joint angle information, the skeleton model and the inconvenient-to-move part, and outputting a predicted
human body posture; and dynamically adjusting the position of the shifting
machine according to the predicted
human body posture. By training the position information, the
joint angle information, the skeleton model and the inconvenient-to-move parts, the
human body posture can be predicted more accurately, the recognition capability and accuracy of the
system are greatly improved, the position of the displacement
machine is dynamically adjusted according to the predicted human
body posture, and the comfort and safety of a patient in the transfer process can be ensured.