In conclusion, we have described new computer vision algorithms, which utilize the physics of medical imaging for tracking with energy-minimizing snakes. From a clinical standpoint, the computer vision reconstruction algorithm described here may be useful as an initial step in measurement of local myocardial deformation. Mechanical strain can also be measured with suitable accuracy from tagged images.