Engine cylinder blocks are prone to low-contrast micro-defects such as sand holes and cracks during the casting process. Traditional inspection methods, including visual inspection, touch testing, and ultrasonic detection, struggle to achieve comprehensive and accurate surface defect detection, leading to risks of missed defects and low efficiency.