{"id":8186,"date":"2022-09-12T08:28:48","date_gmt":"2022-09-12T02:58:48","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/"},"modified":"2022-09-12T08:28:48","modified_gmt":"2022-09-12T02:58:48","slug":"solved-best-image-matching-algorithm-for-accuracy","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/","title":{"rendered":"[Solved] Best image matching algorithm for accuracy?"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-19849969\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"19849969\" data-parentid=\"19840602\" data-score=\"0\" data-position-on-page=\"1\" data-highest-scored=\"1\" data-question-has-accepted-highest-score=\"1\" itemprop=\"acceptedAnswer\" itemscope itemtype=\"https:\/\/schema.org\/Answer\">\n<div class=\"post-layout\">\n<div class=\"votecell post-layout--left\"><\/div>\n<div class=\"answercell post-layout--right\">\n<div class=\"s-prose js-post-body\" itemprop=\"text\">\n<p>First you shoud have some template denominations.<br \/>\nLet us say you have those at same scale.<br \/>\nThen you may try <a rel=\"nofollow noopener\" target=\"_blank\" href=\"http:\/\/docs.opencv.org\/modules\/imgproc\/doc\/object_detection.html?highlight=cvmatch#void%20cvMatchTemplate%28const%20CvArr%2a%20image,%20const%20CvArr%2a%20templ,%20CvArr%2a%20result,%20int%20method%29\">template matching<\/a> using Normalized Cross Correlation (NCC) to find out how each of those denomination is matching with yourcurrent doller image.<br \/>\nEven though NCC seems simple, it can do wonders in reality.<br \/>\nthe one which gives best matching score is the denomination.<br \/>\nYou may try with both templates you have on your speciman image to be more robust.<br \/>\nIt does not matter if it is 4 bpp or 8bpp.<\/p>\n<\/p><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\">2<\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved Best image matching algorithm for accuracy? <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] First you shoud have some template denominations. Let us say you have those at same scale. Then you may try template matching using Normalized Cross Correlation (NCC) to find out how each of those denomination is matching with yourcurrent doller image. Even though NCC seems simple, it can do wonders in reality. the one &#8230; <a title=\"[Solved] Best image matching algorithm for accuracy?\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\" aria-label=\"More on [Solved] Best image matching algorithm for accuracy?\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[320],"tags":[324,2253,881],"class_list":["post-8186","post","type-post","status-publish","format-standard","hentry","category-solved","tag-c","tag-computer-vision","tag-image-processing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Solved] Best image matching algorithm for accuracy? - JassWeb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] Best image matching algorithm for accuracy? - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] First you shoud have some template denominations. Let us say you have those at same scale. Then you may try template matching using Normalized Cross Correlation (NCC) to find out how each of those denomination is matching with yourcurrent doller image. Even though NCC seems simple, it can do wonders in reality. the one ... Read more\" \/>\n<meta property=\"og:url\" content=\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\" \/>\n<meta property=\"og:site_name\" content=\"JassWeb\" \/>\n<meta property=\"article:published_time\" content=\"2022-09-12T02:58:48+00:00\" \/>\n<meta name=\"author\" content=\"Kirat\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Kirat\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\"},\"author\":{\"name\":\"Kirat\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\"},\"headline\":\"[Solved] Best image matching algorithm for accuracy?\",\"datePublished\":\"2022-09-12T02:58:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\"},\"wordCount\":104,\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"keywords\":[\"c++\",\"computer-vision\",\"image-processing\"],\"articleSection\":[\"Solved\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\",\"url\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\",\"name\":\"[Solved] Best image matching algorithm for accuracy? - JassWeb\",\"isPartOf\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#website\"},\"datePublished\":\"2022-09-12T02:58:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/jassweb.com\/solved\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"[Solved] Best image matching algorithm for accuracy?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/jassweb.com\/solved\/#website\",\"url\":\"https:\/\/jassweb.com\/solved\/\",\"name\":\"JassWeb\",\"description\":\"Build High-quality Websites\",\"publisher\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/jassweb.com\/solved\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/jassweb.com\/solved\/#organization\",\"name\":\"Jass Web\",\"url\":\"https:\/\/jassweb.com\/solved\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png\",\"contentUrl\":\"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png\",\"width\":693,\"height\":132,\"caption\":\"Jass Web\"},\"image\":{\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31\",\"name\":\"Kirat\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/jassweb.com\/solved\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775193939\",\"contentUrl\":\"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775193939\",\"caption\":\"Kirat\"},\"sameAs\":[\"http:\/\/jassweb.com\"],\"url\":\"https:\/\/jassweb.com\/solved\/author\/jaspritsinghghumangmail-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"[Solved] Best image matching algorithm for accuracy? - JassWeb","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/","og_locale":"en_US","og_type":"article","og_title":"[Solved] Best image matching algorithm for accuracy? - JassWeb","og_description":"[ad_1] First you shoud have some template denominations. Let us say you have those at same scale. Then you may try template matching using Normalized Cross Correlation (NCC) to find out how each of those denomination is matching with yourcurrent doller image. Even though NCC seems simple, it can do wonders in reality. the one ... Read more","og_url":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/","og_site_name":"JassWeb","article_published_time":"2022-09-12T02:58:48+00:00","author":"Kirat","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Kirat"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/#article","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/"},"author":{"name":"Kirat","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31"},"headline":"[Solved] Best image matching algorithm for accuracy?","datePublished":"2022-09-12T02:58:48+00:00","mainEntityOfPage":{"@id":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/"},"wordCount":104,"publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"keywords":["c++","computer-vision","image-processing"],"articleSection":["Solved"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/","url":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/","name":"[Solved] Best image matching algorithm for accuracy? - JassWeb","isPartOf":{"@id":"https:\/\/jassweb.com\/solved\/#website"},"datePublished":"2022-09-12T02:58:48+00:00","breadcrumb":{"@id":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/jassweb.com\/solved\/solved-best-image-matching-algorithm-for-accuracy\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/jassweb.com\/solved\/"},{"@type":"ListItem","position":2,"name":"[Solved] Best image matching algorithm for accuracy?"}]},{"@type":"WebSite","@id":"https:\/\/jassweb.com\/solved\/#website","url":"https:\/\/jassweb.com\/solved\/","name":"JassWeb","description":"Build High-quality Websites","publisher":{"@id":"https:\/\/jassweb.com\/solved\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/jassweb.com\/solved\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/jassweb.com\/solved\/#organization","name":"Jass Web","url":"https:\/\/jassweb.com\/solved\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/","url":"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png","contentUrl":"https:\/\/jassweb.com\/wp-content\/uploads\/2021\/02\/jass-website-logo-1.png","width":693,"height":132,"caption":"Jass Web"},"image":{"@id":"https:\/\/jassweb.com\/solved\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/65c9c7b7958150c0dc8371fa35dd7c31","name":"Kirat","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/jassweb.com\/solved\/#\/schema\/person\/image\/","url":"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775193939","contentUrl":"https:\/\/jassweb.com\/solved\/wp-content\/litespeed\/avatar\/1261af3c9451399fa1336d28b98ea3bb.jpg?ver=1775193939","caption":"Kirat"},"sameAs":["http:\/\/jassweb.com"],"url":"https:\/\/jassweb.com\/solved\/author\/jaspritsinghghumangmail-com\/"}]}},"_links":{"self":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts\/8186","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/comments?post=8186"}],"version-history":[{"count":0,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/posts\/8186\/revisions"}],"wp:attachment":[{"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/media?parent=8186"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/categories?post=8186"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/jassweb.com\/solved\/wp-json\/wp\/v2\/tags?post=8186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}