The application relates to a hip joint
ultrasound standard surface screening and measuring method and device based on key point detection and
time sequence consistency, and the method comprises the following steps: acquiring a hip joint
ultrasound image sequence; detecting a plurality of anatomical key points in the
ultrasound image, outputting a multi-channel response
heat map, and obtaining anatomical key point coordinates; constructing a comprehensive consistency scoring function based on the anatomical key points and the
time sequence change of adjacent frames of the hip joint
ultrasound image, and calculating a consistency
score; when the consistency
score exceeds a preset threshold, the corresponding frame is determined as a candidate standard section frame; the development state of the candidate standard section frame is reviewed and distinguished to obtain a development state
classification result; the
alpha angle and the
beta angle are calculated, the angle line and the key points are superimposed and displayed on an original drawing, a visual result is generated, and a structured report containing the visual result, the anatomical key point coordinates, the angle parameters and the development state
classification result is output. Compared with the prior art, the application significantly improves the
automation degree and the result
interpretability while maintaining high-precision measurement.