This video illustrates an article presented at IROS 2013. The paper describes the design and implementation of a visual servo control scheme for an Autonomous Underwater Vehicle (AUV). The purpose of the control scheme is to navigate and stabilize the vehicle towards a visual target. The resulting control scheme has analytically guaranteed stability and convergence properties, while its applicability and performance are experimentally verified using Girona 500 AUV.