The invention relates to the technical field of
underwater detection, and discloses an
underwater oil pipeline leakage detection method based on acoustic imaging and image recognition, and the method comprises the steps: firstly, employing wide-beam acoustic imaging to recognize a candidate region with a plume form; then switching to a high-coherence
narrow beam mode, detecting the phase of the reference point echo after passing through the candidate area, and calculating a
phase jitter quantitative index; performing cooperative judgment in combination with morphological characteristics and
phase jitter indexes, and confirming a leakage event; and finally, performing three-dimensional scanning on the confirmed leakage area, constructing a phase disturbance intensity
spatial distribution diagram, and determining accurate three-dimensional coordinates of a leakage source according to a peak point of the phase disturbance intensity
spatial distribution diagram. Through bimodal combination of the morphological characteristics of the target and the physical characteristic of
sound wave phase jitter caused by leakage turbulence, the method can effectively distinguish real leakage from acoustic false targets such as fish schools and suspended
silt, significantly reduces the detection
false alarm rate, and achieves high-precision three-dimensional positioning of a leakage source.