Abstract: The review paper elaborates on the research progress of super-resolution ultrasound imaging technique, detailing each step involved in the implementation process of this technology (ultrasound emission, beamforming, clutter filtering, microbubble localization, and tracking, etc.), and summarizes existing problems and potential solutions based on existing literature. Targeting relevant clinical applications and demand scenarios, the paper focuses on discussing four future directions of super-resolution imaging technology, including 3D super-resolution imaging, productization implementation, contrast free super-resolution, and AI technology. In addition, the paper also introduces the calculation methods of multiple quantitative parameters based on super-resolution imaging, and demonstrates the calculation results and correlations of different parameters (fractal dimension, directional entropy, and circular variance) through simulations.