{"id":1990,"date":"2014-02-05T17:32:40","date_gmt":"2014-02-05T17:32:40","guid":{"rendered":"https:\/\/www.anagram.at\/en\/diplomarbeit\/stereo-geometry\/"},"modified":"2014-02-05T17:32:40","modified_gmt":"2014-02-05T17:32:40","slug":"stereo-geometry","status":"publish","type":"page","link":"https:\/\/www.anagram.at\/en\/diplomarbeit\/stereo-geometry\/","title":{"rendered":"Stereo Geometry"},"content":{"rendered":"<p><body><br \/>\n<!--Navigation Panel--><br \/>\n<b> Next:<\/b> <a name=\"tex2html300\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/epipolar-geometry\/\">Epipolar Geometry<\/a><br \/>\n<b> Up:<\/b> <a name=\"tex2html296\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/stereo-vision\/\">Stereo Vision<\/a><br \/>\n<b> Previous:<\/b> <a name=\"tex2html290\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/camera-calibration\/\">Camera Calibration<\/a><br \/>\n<!--End of Navigation Panel--><\/p>\n<h1><a name=\"SECTION00330000000000000000\"\/><a name=\"stegeo\"\/><\/p>\n<p>Stereo Geometry<br \/>\n<\/h1>\n<p>The geometry of a monocular camera system can easily be extended to a stereo camera system. Let us assume that two cameras with an<br \/>\nidentical effective focal length <img loading=\"lazy\" width=\"22\" height=\"35\" align=\"MIDDLE\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img64.png\" alt=\"$ f_k$\"\/> are used (Figure <a href=\"#stereogeo\">2.6<\/a>). The distance between their centers of projection is the baseline <img loading=\"lazy\" width=\"13\" height=\"20\" align=\"BOTTOM\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img13.png\" alt=\"$ b$\"\/>. A point <img loading=\"lazy\" width=\"19\" height=\"16\" align=\"BOTTOM\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img84.png\" alt=\"$ P$\"\/> in space is projected onto both sensor chips as <img loading=\"lazy\" width=\"20\" height=\"33\" align=\"MIDDLE\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img85.png\" alt=\"$ x_l$\"\/> and <img loading=\"lazy\" width=\"22\" height=\"33\" align=\"MIDDLE\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img86.png\" alt=\"$ x_r$\"\/>. As one can see, the projected points are slightly translated in x-direction. If camera axes are parallel, there are only horizontal disparities to deal with. This lets us distinguish between two different stereo geometries.<\/p>\n<dl>\n<dt><strong>parallel camera-axes:<\/strong><\/dt>\n<dd>only horizontal disparities, no<br \/>\npoints without disparity<\/p>\n<\/dd>\n<dt><strong>converge camera-axes:<\/strong><\/dt>\n<dd>vertical, horizontal and points<br \/>\nwithout disparity can occur. The set of points without disparities<br \/>\nis called the theoretical horopter. <i>Rectification<\/i> is used to transform<br \/>\nthe image so that only horizontal disparities appear. See Section <a href=\"https:\/\/www.anagram.at\/diplomarbeit\/rectification\/#rectification\">2.3.3<\/a> for more information.\n<\/dd>\n<\/dl>\n<div align=\"CENTER\"><a name=\"stereogeo\"\/><a name=\"447\"\/><\/p>\n<table>\n<caption align=\"BOTTOM\"><strong>Figure 2.6:<\/strong><br \/>\nStereo Geometry with parallel optical axes<\/caption>\n<tr>\n<td>\n<div align=\"CENTER\">\n <img loading=\"lazy\" width=\"350\" height=\"320\" align=\"BOTTOM\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/stereogeo.jpg\" alt=\"Image stereogeo\"\/><\/div>\n<\/td>\n<\/tr>\n<\/table>\n<\/div>\n<p>The disparity <img loading=\"lazy\" width=\"14\" height=\"20\" align=\"BOTTOM\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img33.png\" alt=\"$ d$\"\/> and the depth or z-coordinate in a camera oriented coordinate system are indirectly proportionally related. This coherence is shown in Equation <a href=\"#dispdepth\">2.14<\/a>. <\/p>\n<p\/>\n<div align=\"CENTER\"><a name=\"dispdepth\"\/><!-- MATH\n begin{equation}\nd = f_kfrac{b}{z}\nend{equation}\n --><\/p>\n<table cellpadding=\"0\" width=\"100%\" align=\"CENTER\">\n<tr valign=\"MIDDLE\">\n<td nowrap=\"nowrap\" align=\"CENTER\"><img loading=\"lazy\" width=\"70\" height=\"61\" align=\"MIDDLE\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img87.png\" alt=\"$displaystyle d = f_kfrac{b}{z}$\"\/><\/td>\n<td nowrap=\"nowrap\" width=\"10\" align=\"RIGHT\">\n(2.14)<\/td>\n<\/tr>\n<\/table>\n<\/div>\n<p><br clear=\"ALL\"\/><\/p>\n<p\/>\nwhere <!-- MATH\n $d = x_l - x_r$\n --><br \/>\n<img loading=\"lazy\" width=\"96\" height=\"35\" align=\"MIDDLE\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img88.png\" alt=\"$ d = x_l - x_r$\"\/>. As mentioned above, <img loading=\"lazy\" width=\"14\" height=\"20\" align=\"BOTTOM\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img33.png\" alt=\"$ d$\"\/> is only one-dimensional if the camera axes are parallel. Otherwise <img loading=\"lazy\" width=\"14\" height=\"20\" align=\"BOTTOM\" border=\"0\" src=\"https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/https:\/\/www.anagram.at\/app\/uploads\/2014\/02\/img33.png\" alt=\"$ d$\"\/> can be two-dimensional, i.e. vertical and horizontal disparities occur.<\/p>\n<hr\/>\n<p><!--Table of Child-Links--><a name=\"CHILD_LINKS\"><strong>Subsections<\/strong><\/a><\/p>\n<ul>\n<li><a name=\"tex2html301\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/epipolar-geometry\/\">Epipolar Geometry<\/a>\n<\/li>\n<li><a name=\"tex2html302\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/fundamental-matrix\/\">Fundamental Matrix<\/a>\n<\/li>\n<li><a name=\"tex2html303\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/rectification\/\">Rectification<\/a>\n<\/li>\n<li><a name=\"tex2html304\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/occlusion\/\">Occlusion<\/a>\n<\/li>\n<li><a name=\"tex2html305\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/constraints\/\">Constraints<\/a>\n<\/li>\n<\/ul>\n<p><!--End of Table of Child-Links--><\/p>\n<hr\/>\n<p><!--Navigation Panel--><b> Next:<\/b> <a name=\"tex2html300\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/epipolar-geometry\/\">Epipolar Geometry<\/a><br \/>\n<b> Up:<\/b> <a name=\"tex2html296\" href=\"https:\/\/www.anagram.at\/diplomarbeit\/stereo-vision\/\">Stereo Vision<\/a><br \/>\n<!--End of Navigation Panel--><\/p>\n<p><\/body><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Stereo Geometry<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1946,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":""},"categories":[],"featured_image_src":null,"featured_image_src_square":null,"_links":{"self":[{"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/pages\/1990"}],"collection":[{"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/comments?post=1990"}],"version-history":[{"count":0,"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/pages\/1990\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/pages\/1946"}],"wp:attachment":[{"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/media?parent=1990"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.anagram.at\/en\/wp-json\/wp\/v2\/categories?post=1990"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}