{"id":5781,"date":"2023-01-23T15:55:46","date_gmt":"2023-01-23T07:55:46","guid":{"rendered":"https:\/\/people.utm.my\/shahabuddin\/?p=5781"},"modified":"2023-01-31T13:16:44","modified_gmt":"2023-01-31T05:16:44","slug":"line-simplification-algorithms-in-vb-net","status":"publish","type":"post","link":"https:\/\/people.utm.my\/shahabuddin\/?p=5781","title":{"rendered":"Line Simplification Algorithms in VB.net"},"content":{"rendered":"\n<p>Here is an example of how the Douglas-Peucker, Visvalingam-Whyatt, and Reumann-Witkam line simplification algorithms can be implemented in VB.net:<\/p>\n<p>Douglas-Peucker algorithm:<\/p>\n\n\n\n<pre class=\"wp-block-code has-white-color has-dark-gray-background-color has-text-color has-background\"><code>\nPublic Function DouglasPeucker(ByVal points As List(Of PointF), ByVal tolerance As Double) As List(Of PointF)\n    Dim dmax As Double = 0\n    Dim index As Integer = 0\n    For i As Integer = 2 To points.Count - 1\n        Dim d As Double = PerpendicularDistance(points(i), New LineF(points(0), points(points.Count - 1)))\n        If d &gt; dmax Then\n            index = i\n            dmax = d\n        End If\n    Next\n    If dmax &gt; tolerance Then\n        Dim recResults1 As List(Of PointF) = DouglasPeucker(points.GetRange(0, index + 1), tolerance)\n        Dim recResults2 As List(Of PointF) = DouglasPeucker(points.GetRange(index, points.Count - index), tolerance)\n        recResults1.AddRange(recResults2)\n        Return recResults1\n    Else\n        Dim result As New List(Of PointF)\n        result.Add(points(0))\n        result.Add(points(points.Count - 1))\n        Return result\n    End If\nEnd Function\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Visvalingam-Whyatt algorithm:<\/p>\n\n\n\n<pre class=\"wp-block-code has-white-color has-dark-gray-background-color has-text-color has-background\"><code>\nPublic Function VisvalingamWhyatt(ByVal points As List(Of PointF), ByVal tolerance As Double) As List(Of PointF)\n    For i As Integer = 0 To points.Count - 3\n        Dim area As Double = Area(points(i), points(i + 1), points(i + 2))\n        If area &lt; tolerance Then\n            points.RemoveAt(i + 1)\n        End If\n    Next\n    Return points\nEnd Function\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">Reumann-Witkam algorithm:<\/p>\n\n\n\n<pre class=\"wp-block-code has-white-color has-dark-gray-background-color has-text-color has-background\"><code>\nPublic Function ReumannWitkam(ByVal points As List(Of PointF), ByVal tolerance As Double) As List(Of PointF)\n    For i As Integer = 0 To points.Count - 2\n        Dim d As Double = point_line_distance(points(i), New LineF(points(0), points(points.Count - 1)))\n        If d &gt; tolerance Then\n            points.RemoveAt(i)\n        End If\n    Next\n    Return points\nEnd Function\n<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">In these implementations, the input is a list of PointF and the tolerance value is a real number used to define the level of simplification. The output is a simplified version of the input line, represented as a list of PointF. It&#8217;s important to note that the above code examples are just a representation of the algorithm and may not be fully functional or optimized for specific use cases. They also may require additional functions such as PerpendicularDistance and point_line_distance to be defined and implemented as well. Also, as VB.net is an event-driven programming language, It&#8217;s important to consider the performance of these functions when working with large datasets, as they may be affected by the number of operations required by the algorithm. It&#8217;s also important to consider the specific requirements of your application and make any necessary adjustments to the code to ensure it meets those requirements.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Here is an example of how the Douglas-Peucker, Visvalingam-Whyatt, and Reumann-Witkam line simplification algorithms can be implemented in VB.net: Douglas-Peucker algorithm: Visvalingam-Whyatt algorithm: Reumann-Witkam algorithm: In these implementations, the input is a list of PointF and the tolerance value is a real number used to define the level of simplification. The output is a simplified [&hellip;]<\/p>\n","protected":false},"author":6946,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[24,111,25,110,5],"tags":[542,539,540,518],"class_list":["post-5781","post","type-post","status-publish","format-standard","hentry","category-knowledge","category-project","category-public","category-research","category-teaching","tag-algorithms","tag-line","tag-simplification","tag-vb"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"slider-thumb":false,"pop-thumb":false},"uagb_author_info":{"display_name":"Dr. Shah","author_link":"https:\/\/people.utm.my\/shahabuddin\/?author=6946"},"uagb_comment_info":0,"uagb_excerpt":"Here is an example of how the Douglas-Peucker, Visvalingam-Whyatt, and Reumann-Witkam line simplification algorithms can be implemented in VB.net: Douglas-Peucker algorithm: Visvalingam-Whyatt algorithm: Reumann-Witkam algorithm: In these implementations, the input is a list of PointF and the tolerance value is a real number used to define the level of simplification. The output is a simplified&hellip;","_links":{"self":[{"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=\/wp\/v2\/posts\/5781","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=\/wp\/v2\/users\/6946"}],"replies":[{"embeddable":true,"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5781"}],"version-history":[{"count":2,"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=\/wp\/v2\/posts\/5781\/revisions"}],"predecessor-version":[{"id":5896,"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=\/wp\/v2\/posts\/5781\/revisions\/5896"}],"wp:attachment":[{"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5781"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/people.utm.my\/shahabuddin\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5781"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}