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silylene old
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for MaxtheKnife, here are some references. I do suggest you need to raise the depth of analysis before making any conclusion about the existance of geometric figures on Mars. Here are three articles I found to be useful, though difficult to understand.<br /><br />Need to be an IEEE member for the full 50 page pdf:<br /><b>Detection of geometric shapes by the combination of genetic algorithm and subpixel accuracy</b><br />Yaodong Wang; Funakubo, N.;<br />Pattern Recognition, 1996., Proceedings of the 13th International Conference on<br />Volume 4, 25-29 Aug. 1996 Page(s):535 - 539 vol.4 <br />Abstract:<br /><br />Detecting specific shape from image is an important problem in computer vision. A minimal subset is the smallest number of points (pixels) necessary to define an unique instance of a geometric primitive. To extract certain type of geometric primitives genetic algorithm has been studied. However in that method, it doesn't go far enough to detection accuracy, convergent speed and simultaneous detection of multiple shapes. In this paper, we proposed a new approach that improves detection accuracy and convergent speed for geometric shapes by the combination of genetic algorithm and subpixel accuracy (GA&SA). We also presented an algorithm to be able to implement simultaneous detection of multiple shapes based on standardized cost function and similarity between instances, taking advantage of genetic algorithm with “population search”. In addition we have confirmed these practical usefulness through some experiments.<br />http://ieeexplore.ieee.org/search/wrapper.jsp?arnumber=547622<br /><br />+++++++++++++++<br /><br />47 page pdf, absrtact follows:<br /><b>Near-Optimal Detection of Geometric Objects<br />by Fast Multiscale Methods</b><br />Ery Arias-Castro a, David Donoho a, Xiaoming Huo b<br />August 18, 2003<br />Abstract<br />We construct detectors for ‘geometric’ objects in noisy d <div class="Discussion_UserSignature"> <div class="Discussion_UserSignature" align="center"><em><font color="#0000ff">- - - - - - - - - - - - - - - - - - - - - -</font></em> </div><div class="Discussion_UserSignature" align="center"><font color="#0000ff"><em>I really, really, really miss the "first unread post" function.</em></font> </div> </div>