Extracting contours of crystals
A method is presented to extract contours of dendrites from images taken in situ during the growth of dendrites into supercooled melt. These contours will be used to compare models and simulations of crystal growth with real crystals growing in a three-dimensional melt. The method presented is usefu...
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Veröffentlicht in: | Journal of crystal growth 2004-01, Vol.261 (1), p.122-134 |
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creator | Singer, H.M. Bilgram, J.H. |
description | A method is presented to extract contours of dendrites from images taken in situ during the growth of dendrites into supercooled melt. These contours will be used to compare models and simulations of crystal growth with real crystals growing in a three-dimensional melt. The method presented is useful for any application, where contours have to be extracted out of images taken from natural objects. The advantage of the presented method is that manual interactions are drastically reduced, no background corrections are needed and the position of the found contours is independent on the chosen extraction parameters. The procedure described in this paper takes six steps; (i) the images are preprocessed to enhance their contrast; (ii) all edge lines of the crystal are obtained by convolution with a Laplacian of a Gaussian succeeded by (iii) a zero crossing detection; (iv) the relevant edge line is extracted by flood filling the calculated lines; (v) this contour has to be cleaned and is recorded for future scientific investigations; (iv) in order to obtain the real proportions of the shape the contour has to be transformed to undo the distortions of the image taking process in the experiments. |
doi_str_mv | 10.1016/j.jcrysgro.2003.08.077 |
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These contours will be used to compare models and simulations of crystal growth with real crystals growing in a three-dimensional melt. The method presented is useful for any application, where contours have to be extracted out of images taken from natural objects. The advantage of the presented method is that manual interactions are drastically reduced, no background corrections are needed and the position of the found contours is independent on the chosen extraction parameters. The procedure described in this paper takes six steps; (i) the images are preprocessed to enhance their contrast; (ii) all edge lines of the crystal are obtained by convolution with a Laplacian of a Gaussian succeeded by (iii) a zero crossing detection; (iv) the relevant edge line is extracted by flood filling the calculated lines; (v) this contour has to be cleaned and is recorded for future scientific investigations; (iv) in order to obtain the real proportions of the shape the contour has to be transformed to undo the distortions of the image taking process in the experiments.</description><identifier>ISSN: 0022-0248</identifier><identifier>EISSN: 1873-5002</identifier><identifier>DOI: 10.1016/j.jcrysgro.2003.08.077</identifier><identifier>CODEN: JCRGAE</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>A1. Dendrite ; A1. Image processing ; A2. Growth from melt ; Condensed matter: structure, mechanical and thermal properties ; Cross-disciplinary physics: materials science; rheology ; Exact sciences and technology ; Growth from melts; zone melting and refining ; Materials science ; Methods of crystal growth; physics of crystal growth ; Physics ; Surfaces and interfaces; thin films and whiskers (structure and nonelectronic properties) ; Theory and models of crystal growth; physics of crystal growth, crystal morphology and orientation ; Whiskers and dendrites (growth, structure, and nonelectronic properties)</subject><ispartof>Journal of crystal growth, 2004-01, Vol.261 (1), p.122-134</ispartof><rights>2003 Elsevier B.V.</rights><rights>2004 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-946037e6a34570050f2c2f88b02881a7250f914fabcf6bd258d157ea052c69fc3</citedby><cites>FETCH-LOGICAL-c371t-946037e6a34570050f2c2f88b02881a7250f914fabcf6bd258d157ea052c69fc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jcrysgro.2003.08.077$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,45974</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=15336682$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Singer, H.M.</creatorcontrib><creatorcontrib>Bilgram, J.H.</creatorcontrib><title>Extracting contours of crystals</title><title>Journal of crystal growth</title><description>A method is presented to extract contours of dendrites from images taken in situ during the growth of dendrites into supercooled melt. These contours will be used to compare models and simulations of crystal growth with real crystals growing in a three-dimensional melt. The method presented is useful for any application, where contours have to be extracted out of images taken from natural objects. The advantage of the presented method is that manual interactions are drastically reduced, no background corrections are needed and the position of the found contours is independent on the chosen extraction parameters. The procedure described in this paper takes six steps; (i) the images are preprocessed to enhance their contrast; (ii) all edge lines of the crystal are obtained by convolution with a Laplacian of a Gaussian succeeded by (iii) a zero crossing detection; (iv) the relevant edge line is extracted by flood filling the calculated lines; (v) this contour has to be cleaned and is recorded for future scientific investigations; (iv) in order to obtain the real proportions of the shape the contour has to be transformed to undo the distortions of the image taking process in the experiments.</description><subject>A1. Dendrite</subject><subject>A1. Image processing</subject><subject>A2. Growth from melt</subject><subject>Condensed matter: structure, mechanical and thermal properties</subject><subject>Cross-disciplinary physics: materials science; rheology</subject><subject>Exact sciences and technology</subject><subject>Growth from melts; zone melting and refining</subject><subject>Materials science</subject><subject>Methods of crystal growth; physics of crystal growth</subject><subject>Physics</subject><subject>Surfaces and interfaces; thin films and whiskers (structure and nonelectronic properties)</subject><subject>Theory and models of crystal growth; physics of crystal growth, crystal morphology and orientation</subject><subject>Whiskers and dendrites (growth, structure, and nonelectronic properties)</subject><issn>0022-0248</issn><issn>1873-5002</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><recordid>eNqFkEtLAzEUhYMoWKt_QbvR3Yw3yeTRnVLqAwpudB3STFIyTCc1mRH7783Qiks398DlnHu4H0LXGEoMmN83ZWPiPm1iKAkALUGWIMQJmmApaMEAyCma5EkKIJU8RxcpNQA5iWGCbpbffdSm991mZkLXhyGmWXCz8WKv23SJzlwWe3XUKfp4Wr4vXorV2_Pr4nFVGCpwX8wrDlRYrmnFBAADRwxxUq6BSIm1IHkzx5XTa-P4uiZM1pgJq4ERw-fO0Cm6O9zdxfA52NSrrU_Gtq3ubBiSIpJhUXGSjfxgNDGkFK1Tu-i3Ou4VBjXyUI365aFGHgqkyjxy8PbYoJPRrYu6Mz79pRmlnMux4OHgs_ndL2-jSsbbztjaR2t6VQf_X9UP4EJ4WA</recordid><startdate>20040115</startdate><enddate>20040115</enddate><creator>Singer, H.M.</creator><creator>Bilgram, J.H.</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8BQ</scope><scope>8FD</scope><scope>H8D</scope><scope>JG9</scope><scope>L7M</scope></search><sort><creationdate>20040115</creationdate><title>Extracting contours of crystals</title><author>Singer, H.M. ; Bilgram, J.H.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-946037e6a34570050f2c2f88b02881a7250f914fabcf6bd258d157ea052c69fc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>A1. Dendrite</topic><topic>A1. Image processing</topic><topic>A2. Growth from melt</topic><topic>Condensed matter: structure, mechanical and thermal properties</topic><topic>Cross-disciplinary physics: materials science; rheology</topic><topic>Exact sciences and technology</topic><topic>Growth from melts; zone melting and refining</topic><topic>Materials science</topic><topic>Methods of crystal growth; physics of crystal growth</topic><topic>Physics</topic><topic>Surfaces and interfaces; thin films and whiskers (structure and nonelectronic properties)</topic><topic>Theory and models of crystal growth; physics of crystal growth, crystal morphology and orientation</topic><topic>Whiskers and dendrites (growth, structure, and nonelectronic properties)</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Singer, H.M.</creatorcontrib><creatorcontrib>Bilgram, J.H.</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Materials Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Journal of crystal growth</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Singer, H.M.</au><au>Bilgram, J.H.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Extracting contours of crystals</atitle><jtitle>Journal of crystal growth</jtitle><date>2004-01-15</date><risdate>2004</risdate><volume>261</volume><issue>1</issue><spage>122</spage><epage>134</epage><pages>122-134</pages><issn>0022-0248</issn><eissn>1873-5002</eissn><coden>JCRGAE</coden><abstract>A method is presented to extract contours of dendrites from images taken in situ during the growth of dendrites into supercooled melt. These contours will be used to compare models and simulations of crystal growth with real crystals growing in a three-dimensional melt. The method presented is useful for any application, where contours have to be extracted out of images taken from natural objects. The advantage of the presented method is that manual interactions are drastically reduced, no background corrections are needed and the position of the found contours is independent on the chosen extraction parameters. The procedure described in this paper takes six steps; (i) the images are preprocessed to enhance their contrast; (ii) all edge lines of the crystal are obtained by convolution with a Laplacian of a Gaussian succeeded by (iii) a zero crossing detection; (iv) the relevant edge line is extracted by flood filling the calculated lines; (v) this contour has to be cleaned and is recorded for future scientific investigations; (iv) in order to obtain the real proportions of the shape the contour has to be transformed to undo the distortions of the image taking process in the experiments.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.jcrysgro.2003.08.077</doi><tpages>13</tpages></addata></record> |
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source | ScienceDirect Journals (5 years ago - present) |
subjects | A1. Dendrite A1. Image processing A2. Growth from melt Condensed matter: structure, mechanical and thermal properties Cross-disciplinary physics: materials science rheology Exact sciences and technology Growth from melts zone melting and refining Materials science Methods of crystal growth physics of crystal growth Physics Surfaces and interfaces thin films and whiskers (structure and nonelectronic properties) Theory and models of crystal growth physics of crystal growth, crystal morphology and orientation Whiskers and dendrites (growth, structure, and nonelectronic properties) |
title | Extracting contours of crystals |
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