Reversible jump MCMC methods for fully automatic motion analysis in tagged MRI

► The performance of four frequently used methods for tracking in tagged MRI is evaluated. ► A novel probabilistic method for tag tracking is introduced and validated. ► The proposed method allows for fully automatic and improved analysis of cardiac motion.