The invention discloses a multi-view three-dimensional reconstruction driven cattle
body size online measurement method, and relates to the technical field of
animal husbandry three-dimensional measurement, and the method comprises the steps: extracting a ground
reference plane, a segment elevation function, a guardrail
reference line, a segment guardrail spacing, a periodic
pitch and a
hoof ground contact event, and generating a calibration opportunity
score in combination with a pixel-level quality weight map; in the sliding window
factor graph, jointly solving an external parameter
rotation matrix, an external parameter translation vector and a global scale by taking the prior as a constraint, and outputting an uncertainty matrix; implementing hierarchical self-
recovery according to the comprehensive health degree and the
score, and replacing safe writing with double buffer atoms; carrying out weighted splicing under a unified measurement coordinate and carrying out profile robust measurement, forwards transmitting uncertainty to a
body size layer and supporting individual multi-time column-passing convergence; the method is suitable for channel
visibility interruption and structure variable scenes, and under the condition of uninterrupted release, measurement consistency is kept and auditable results are output.