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We show that using the appropriate form of parameterizing the level set function results in a significantly lower dimensional problem, which bypasses many difficulties with traditional level set methods, such as regularization, reinitialization, and use of signed distance function. Moreover, we show that from a computational point of view, low order representation of the problem paves the way for easier use of Newton and quasi-Newton methods. Specifically for the purposes of this paper, we parameterize the level set function in terms of adaptive compactly supported radial basis functions, which, used in the proposed manner, provide flexibility in presenting a larger class of shapes with fewer terms. Also they provide a \u201cnarrow-banding\u201d advantage which can further reduce the number of active unknowns at each step of the evolution. The performance of the proposed approach is examined in three examples of inverse problems, i.e., electrical resistance tomography, X-ray computed tomography, and diffuse optical tomography.<\/jats:p>","DOI":"10.1137\/100800208","type":"journal-article","created":{"date-parts":[[2011,6,21]],"date-time":"2011-06-21T18:51:21Z","timestamp":1308682281000},"page":"618-650","source":"Crossref","is-referenced-by-count":109,"title":["Parametric Level Set Methods for Inverse Problems"],"prefix":"10.1137","volume":"4","author":[{"given":"Alireza","family":"Aghasi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Misha","family":"Kilmer","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eric L.","family":"Miller","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"351","published-online":{"date-parts":[[2011,6,21]]},"reference":[{"key":"R1","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/10\/6\/003"},{"key":"R2","doi-asserted-by":"publisher","DOI":"10.1006\/jcph.1995.1098"},{"key":"R3","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/15\/2\/022"},{"key":"R4","unstructured":"M.S. 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