Active Shape Models
Introduction This paper presents an algorithm for modeling rigid objects in the presence of noise, clutter, and occlusion and overcomes the problems facing the contemporary algorithms - sacrificing specificity to accommodate variability. The proposed models permits deformations only consistent with the class of objects it represents. The authors demonstrate the robustness of the algorithm by applying it to a variety of training image sets - resistors, heart, hand, and worm models. ...