@techreport{TR-IC-08-21, number = {IC-08-21}, author = {P. A. V. de Miranda and A. X. Falcão and J. K. Udupa}, title = {Synergistic Arc-Weight Estimation for Interactive Image Segmentation using Graphs}, month = {September}, year = {2008}, institution = {Institute of Computing, University of Campinas}, note = {In English, 26 pages. \par\selectlanguage{english}\textbf{Abstract} We introduce a framework for synergistic arc-weight estimation and show its application to several interactive segmentation approaches using graphs. The method is a dynamic training process, where the user draws markers inside each object (including background), arc weights are estimated from image attributes and object information (pixels under the markers), and a visual feedback guides the next user's action. We demonstrate the advantages of the proposed framework with respect to methods that do not exploit object information for arc-weight estimation and methods that recompute weights during delineation, making the user to loose control over the segmentation process. } }