Accurate boundary determination and segmentation of an object interest in image is a difficult task. In this paper, we propose new model which improves the old selective Rada et al. [23] by combining two penalization fitting terms. To better deal with oscillatory boundaries, H^1 weighted length term L^2 Lebesgue measure have been employed as terms, whereas terms consist region-based area term. ...