{"id":1463,"date":"2021-12-03T06:08:44","date_gmt":"2021-12-03T06:08:44","guid":{"rendered":"http:\/\/www.calm-ebsd.com\/?page_id=1463"},"modified":"2021-12-03T09:06:20","modified_gmt":"2021-12-03T09:06:20","slug":"funk-vs-hough","status":"publish","type":"page","link":"https:\/\/www.calm-ebsd.com\/index.php\/useful-additional-information\/funk-transformation\/funk-vs-hough\/","title":{"rendered":"Funk vs. Hough"},"content":{"rendered":"\n<p>Both transformations have their advantages and disadvantages. <\/p>\n\n\n\n<p style=\"font-size:22px\">Hough (or Radon) transformation<\/p>\n\n\n\n<p>Purely projection-technically the Hough transformation <strong>fits better to<\/strong> the gnomonic projection of the crystal lattice on <strong>the<\/strong> <strong>planar detector screen<\/strong>. The drawback, however, is that we do not see the lattice projection, <strong>but<\/strong> diffraction phenomena of the lattice produce two <strong>hyperbola-shaped<\/strong> intensity drops, which are taken as evidence of geometrically predicted <strong>band edges<\/strong>.<br>The <strong>Hough peaks<\/strong> become <strong>more blurred<\/strong> <strong>as<\/strong> the deviations between straight lines and <strong>hyperbola<\/strong>-shaped <strong>curvature<\/strong> becomes <strong>stronger<\/strong>.<\/p>\n\n\n\n<p>The <strong>curvature<\/strong> <strong>of<\/strong> the <strong>hyperbolas<\/strong> resulting from the gnomonic projection of small circles (band edges) <strong>grows<\/strong>, <strong>the<\/strong> <strong>larger the angular distance<\/strong> to the pattern center <strong>as well as the Bragg angles<\/strong> become. <\/p>\n\n\n\n<p style=\"font-size:14px\"><em>According to Bragg&#8217;s law, the <strong>Bragg angle changes<\/strong>: <strong>(1)<\/strong> inversely proportional <strong>with the<\/strong> squareroot of <strong>the acceleration voltage<\/strong> and\/or <strong>(2)<\/strong> proportional with the <strong>lattice parameters<\/strong> of the phase, <strong>(3)<\/strong> with <strong>the indexing<\/strong> of the lattice plane <strong>(hkl)<\/strong>, and <strong>(4)<\/strong> with the <strong>diffraction order n<\/strong>. <\/em><br><em>The <strong>angular distance<\/strong> to the projection center PC, on the other hand, <strong>grows the smaller<\/strong> the distance to the detection screen (<\/em><strong>PC<sub>z<\/sub><\/strong><em>) becomes <strong>and<\/strong> the further the pattern center is shifted from the center of the image, i.e.<strong> the bigger<\/strong> <\/em><strong>\u0394<\/strong> = (PC<sub>x<\/sub>-\u00bd)\u00b2 + (PC<sub>y<\/sub>-\u00bd)\u00b2<em>.<\/em> <br><em>This is one reason for the later implemented, special treatment of TKD pattern indexing, especially if PC<sub>y<\/sub>&lt;0.<\/em><\/p>\n\n\n\n<p>To <strong>reduce<\/strong> these <strong>curvature<\/strong>, first the <strong>electron energy<\/strong> can be<strong> increased<\/strong> which reduces, however, the spatial resolution of the technique, and <strong>PC<sub>z<\/sub><\/strong> can be <strong>increased<\/strong> which increases the necessary dwell time and so a possible charging. Since the applied technique works preferably for large angle Kikuchi patterns, an increase of PC<sub>z<\/sub> is from this point of view limited.<\/p>\n\n\n\n<p><span style=\"text-decoration: underline;\">Please note:<\/span>  <strong>For high-accurate techniques<\/strong> is valid: The <strong>Hough peak does not define the lattice plane trace<\/strong>, except it crosses the pattern center. With increasing angular distance to the pattern center the deviation increases. <\/p>\n\n\n\n<p>The <strong>biggest advantage<\/strong> of the currently used Hough transform is that <strong>PC is not needed<\/strong>. This explains why the <strong>pattern quality<\/strong> of pattern is <strong>always available<\/strong>, even if PC or the diffracting phase are unknown.<\/p>\n\n\n\n<p style=\"font-size:14px\"><em>One could also easily improve the Hough transformation considering PC. Then gnomonic distortions could be immediately corrected so that equivalent bands would have equivalent peak widths. However, lattice planes of a zone would then be aligned along sine-shaped curves which is certainly not easy to interprete as great circles in the Funk transformation.   <\/em><\/p>\n\n\n\n<p style=\"font-size:22px\">Funk transformation<\/p>\n\n\n\n<p>The main <strong>disadvantage<\/strong> of the Funk transformation is that the recorded <strong>Kikuchi pattern<\/strong> cannot be used immediately, but <strong>must first be<\/strong> correctly <strong>projected onto a spherical surface<\/strong> what <strong>requires PC<\/strong>.<br>By this <strong>spherical projection<\/strong> alone, lattice planes become great circles and diffraction cones become small circles, i.e., their shape is unambiguously determined, which <strong>considerably limits possible errors<\/strong> in analyses.<\/p>\n\n\n\n<p>The <strong>Funk transformation<\/strong> <strong>converts<\/strong> great circles into points and points into great circles. More generally one could say that it transforms <strong>small circles with the opening angle \u03c7 into small circles with the opening angle 90\u00b0-\u03c7<\/strong>, because for a great circle \u03c7=90\u00b0 is valid.<\/p>\n\n\n\n<p><strong>All critical distortions<\/strong> mentioned above <strong>in Hough transformation<\/strong> are <strong> inherently compensated<\/strong>. It represents some kind of projection of the reciprocal lattice, where <\/p>\n\n\n\n<ul><li>the <strong>cone axes<\/strong> (angular center of the circle) <strong>indicate<\/strong> reciprocal lattice directions <strong>[hkl]*<\/strong>, <\/li><li>the <strong>great circles<\/strong> between them <strong>display<\/strong> reciprocal lattice planes <strong>(uvw)*<\/strong>, and <\/li><li>the <strong>circle diameter<\/strong> represent the <strong>distance to one<\/strong> reciprocal lattice point <strong>hkl<\/strong>.<\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Both transformations have their advantages and disadvantages. Hough (or Radon) transformation Purely projection-technically the Hough transformation fits better to the gnomonic projection of the crystal lattice on the planar detector screen. The drawback, however, is that we do not see <a href=\"https:\/\/www.calm-ebsd.com\/index.php\/useful-additional-information\/funk-transformation\/funk-vs-hough\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"parent":1410,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/pages\/1463"}],"collection":[{"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/comments?post=1463"}],"version-history":[{"count":19,"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/pages\/1463\/revisions"}],"predecessor-version":[{"id":1494,"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/pages\/1463\/revisions\/1494"}],"up":[{"embeddable":true,"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/pages\/1410"}],"wp:attachment":[{"href":"https:\/\/www.calm-ebsd.com\/index.php\/wp-json\/wp\/v2\/media?parent=1463"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}