{"id":2764,"date":"2022-08-05T17:31:12","date_gmt":"2022-08-05T08:31:12","guid":{"rendered":"http:\/\/www.sie.ics.saitama-u.ac.jp\/?page_id=2764"},"modified":"2022-08-05T17:31:12","modified_gmt":"2022-08-05T08:31:12","slug":"artificial-printing-defect-image-dataset-apdid","status":"publish","type":"page","link":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/artificial-printing-defect-image-dataset-apdid\/","title":{"rendered":"Artificial Printing Defect Image Dataset (APDID)"},"content":{"rendered":"<h1 style=\"font-size: 2.1em; text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Artificial Printing Defect Image Dataset (APDID) <\/span>for image quality assessment<\/h1>\n<p style=\"text-align: left; letter-spacing: 0.05em;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">There is no IQA dataset specifically for printed images. So we created a dataset for printing quality assessment (PQA). This dataset contains \u00a024 pure print images, each degraded by 55 distortions in 5 levels (, which has totally 3,720 images). Through a process known as crowdsourcing, we conducted a subjective PQA study on APDID, and then obtained (at least) 30 degradation category ratings (DCRs) per image.<\/span><\/p>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Downloads<\/span><\/h2>\n<p><strong><span style=\"font-family: helvetica, arial, sans-serif; background-color: #f0f8ff; padding: 10px 20px;\"><a href=\"http:\/\/www.sie.ics.saitama-u.ac.jp\/OpenData\/APDID\/\">Click here<\/a><\/span><\/strong><\/p>\n<p style=\"letter-spacing: 0.05em; text-align: left;\"><span style=\"font-family: helvetica, arial, sans-serif; font-size: 12pt;\">The APDID dataset contains :<\/span><\/p>\n<ul>\n<li><strong>&#8220;data&#8221;<\/strong> folder contains 3,720 distorted images (24 original images \u00d7 31 types of distortions \u00d7 5 levels of distortions )<\/li>\n<li><strong>&#8220;dmos.txt&#8221;<\/strong> file contains the differential mean opinion score (DMOS) for each distorted image. The range of DMOS is [1 5], high value of DMOS corresponds to higher visual quality of image. \u200b<\/li>\n<li><strong>&#8220;beta.txt&#8221;<\/strong> file contains the indicator using the mode of the beta distribution for each distorted image. \u00a0This indicator has the property of being less sensitive to outliers than DMOS.<\/li>\n<\/ul>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Paper<\/span><\/h2>\n<p><strong><span style=\"font-family: helvetica, arial, sans-serif;\">available as soon as possible.<\/span><\/strong><\/p>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Author<\/span><\/h2>\n<ul>\n<li>Ryosuke Tonegawa (r.tonegawa.589@ms.saitama-u.ac.jp)<\/li>\n<li>Yosuke sugiura(ysugiura@mail.saitama-u.ac.jp)<\/li>\n<li>Nozomiko Yasui(nyasui@mail.saitama-u.ac.jp)<\/li>\n<li>Tetsuya Shimamura(shima\uff20mail.saitama-u.ac.jp)<\/li>\n<\/ul>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Details<\/span><\/h2>\n<p style=\"text-align: left;\"><span style=\"font-family: helvetica, arial, sans-serif;\">\n<table id=\"tablepress-24\" class=\"tablepress tablepress-id-24\">\n<thead>\n<tr class=\"row-1 odd\">\n\t<th class=\"column-1\">Category<\/th><th class=\"column-2\">Detail<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-hover\">\n<tr class=\"row-2 even\">\n\t<td class=\"column-1\">Pure print images<\/td><td class=\"column-2\">24 print images, which are artificially generated by transforming the color profile from RGB to CMYK (Adobe Photoshop). The original 24 images are obtained from <a href=\"http:\/\/r0k.us\/graphics\/kodak\/\">Kodak Lossless True Color Image Suite<\/a>, which are the same original images as <a href=\"https:\/\/ponomarenko.info\/tid2013.htm\">TID-2013<\/a>.<\/td>\n<\/tr>\n<tr class=\"row-3 odd\">\n\t<td class=\"column-1\">Defects<\/td><td class=\"column-2\">1. Bubble Marks<br \/>\n2. Scattered White Specks<br \/>\n3. Horizontal Repetitive Marks<br \/>\n4. Vertical Repetitive Marks<br \/>\n5. Coarse Pitch Black Horizontal Bands<br \/>\n6. Coarse Pitch Black Vertical Bands<br \/>\n7. Coarse Pitch White Horizontal Bands<br \/>\n8. Coarse Pitch White Vertical Bands<\/td>\n<\/tr>\n<tr class=\"row-4 even\">\n\t<td class=\"column-1\">Levels<\/td><td class=\"column-2\">5<\/td>\n<\/tr>\n<tr class=\"row-5 odd\">\n\t<td class=\"column-1\">Scoring metric<\/td><td class=\"column-2\">5-point DCR (Degradation Category Rating)<\/td>\n<\/tr>\n<tr class=\"row-6 even\">\n\t<td class=\"column-1\">Subjects<\/td><td class=\"column-2\">1,022 cloud workers<\/td>\n<\/tr>\n<tr class=\"row-7 odd\">\n\t<td class=\"column-1\">Number of subjects per image<\/td><td class=\"column-2\">(at least) 30<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<!-- #tablepress-24 from cache --><\/span><\/p>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Original 24 Images in APDID<\/span><\/h2>\n<p style=\"text-align: left; letter-spacing: 0.05em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">In this dataset, 24 images of &#8220;Kodak Lossless True Color Image Suite&#8221; are used as the source images for attaching defects. These images are the same as the existing IQA dataset, TID2013.<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2883\" style=\"width: 561px;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/75e4ead5aeac0fbedc6a1ee70c0c4b70.png\" alt=\"\" width=\"100\" height=\"393\" \/><\/span><\/p>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Interface for subjective IQA study<\/span><\/h2>\n<p style=\"text-align: left; letter-spacing: 0.05em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">This is a subjective evaluation interface\u00a0 used in crowdsourcing. Relative ratings were made by placing the original image on the left and the defective image on the right (DCR). Subjects were asked, <strong>&#8220;How much do you care about the defects in the image on the right compared to the image on the left (original image)?&#8221;<\/strong> with 5 choices.<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2883\" style=\"width: 337px;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/b07d4ca4476d3f01b17df3b28e0d90bb.jpg\" alt=\"\" width=\"100\" height=\"387\" \/><\/span><\/p>\n<h2 style=\"text-align: left; font-size: 1.5em;\"><span style=\"font-family: helvetica, arial, sans-serif;\">Details of the defects<\/span><\/h2>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Bubble Marks<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">Stains due to toner leakage (4 colors)<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2883\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/9f3fa9015db62d13dd8f0d8ff7ba0be3.png\" alt=\"\" width=\"100\" height=\"100\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/9f3fa9015db62d13dd8f0d8ff7ba0be3.png 278w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/9f3fa9015db62d13dd8f0d8ff7ba0be3-150x150.png 150w\" sizes=\"auto, (max-width: 100px) 100vw, 100px\" \/><\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Scattered White Specks<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">White stains due to foreign objects in the printer<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2872\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/2798628df6904ae33df6e64917c7ecf7.png\" alt=\"\" width=\"100\" height=\"100\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/2798628df6904ae33df6e64917c7ecf7.png 278w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/2798628df6904ae33df6e64917c7ecf7-150x150.png 150w\" sizes=\"auto, (max-width: 100px) 100vw, 100px\" \/><\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Repetitive Marks<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">Black dots and grazed lines due to contamination of drums and rollers<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2873\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/32cdbd44fd0b0c09a3a44bcafaed4c58.png\" alt=\"\" width=\"105\" height=\"104\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/32cdbd44fd0b0c09a3a44bcafaed4c58.png 282w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/32cdbd44fd0b0c09a3a44bcafaed4c58-150x150.png 150w\" sizes=\"auto, (max-width: 105px) 100vw, 105px\" \/><\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Horizontal Bands<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">Horizontal black line due to roller defect<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2874\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/9153b0967f2cbbd762ff7f86659b86a1.png\" alt=\"\" width=\"106\" height=\"106\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/9153b0967f2cbbd762ff7f86659b86a1.png 280w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/9153b0967f2cbbd762ff7f86659b86a1-150x150.png 150w\" sizes=\"auto, (max-width: 106px) 100vw, 106px\" \/><\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch<\/strong><strong>Black Vertical Bands<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">Vertical black line due to roller defect<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2875\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/ae6a73ff562e08e4bd02e4bca32c3352.png\" alt=\"\" width=\"104\" height=\"104\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/ae6a73ff562e08e4bd02e4bca32c3352.png 278w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/ae6a73ff562e08e4bd02e4bca32c3352-150x150.png 150w\" sizes=\"auto, (max-width: 104px) 100vw, 104px\" \/><\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Horizontal Bands<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">Horizontal white line due to roller defect<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2876\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/b2e94db631771d92ea5ff684b5828005.png\" alt=\"\" width=\"110\" height=\"110\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/b2e94db631771d92ea5ff684b5828005.png 280w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/b2e94db631771d92ea5ff684b5828005-150x150.png 150w\" sizes=\"auto, (max-width: 110px) 100vw, 110px\" \/><\/span><\/p>\n<hr \/>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White<\/strong><strong>Vertical Bands<\/strong><\/span><\/p>\n<p><span style=\"font-size: 10pt; letter-spacing: 0.05em; font-family: helvetica, arial, sans-serif;\">Vertical white line due to roller defect<\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2877\" style=\"width: initial;\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/ed9de4e7860a111ca895cf1725080dce.png\" alt=\"\" width=\"112\" height=\"112\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/ed9de4e7860a111ca895cf1725080dce.png 278w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/ed9de4e7860a111ca895cf1725080dce-150x150.png 150w\" sizes=\"auto, (max-width: 112px) 100vw, 112px\" \/><\/span><\/p>\n<hr \/>\n<h2 class=\"wsite-content-title\"><span style=\"font-size: x-large; font-family: helvetica, arial, sans-serif;\">Example images with defects, 5 levels<\/span><\/h2>\n<p style=\"padding-top: 2%; text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2822 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2160 (Cyan )<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2823 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B1C-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1C-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1C-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1C-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1C-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1C-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1C-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2160 (Magenta )<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2824 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B1M-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1M-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1M-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1M-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1M-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1M-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1M-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2160 (Yellow)<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2825 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B1Y-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2826 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2161 (Cyan )<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2827 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B2C-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2C-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2C-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2C-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2C-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2C-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2C-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2161 (Magenta )<\/strong><\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2828 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B2M-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2M-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2M-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2M-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2M-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2M-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2M-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2161 (Yellow)<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2829 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B2Y-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2830 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2162 (Cyan )<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2831 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B3C-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3C-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3C-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3C-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3C-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3C-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3C-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2162 (Magenta )<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2832 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B3M-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3M-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3M-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3M-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3M-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3M-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3M-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Buble Marks\u00a0 \u2162 (Yellow)<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2833 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/B3Y-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Scattered White Specks<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2846 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/SWS-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/SWS-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/SWS-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/SWS-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/SWS-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/SWS-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/SWS-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Horizontal Repetitive Marks \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2840 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/RH1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Horizontal Repetitive Marks \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2841 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/RH2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Horizontal Repetitive Marks \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2842 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/RH3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RH3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Vertical Repetitive Marks \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2843 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/RV1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Vertical Repetitive Marks \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2844 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/RV2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Vertical Repetitive Marks \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2845 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/RV3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/RV3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Horizontal Bands \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2834 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/BH1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Horizontal Bands \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2835 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/BH2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Horizontal Bands \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2836 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/BH3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Vertical Bands \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2837 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/BV1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Vertical Bands \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2838 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/BV2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BV2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch Black Vertical Bands \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2836 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/BH3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/BH3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Horizontal Bands \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2847 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/WH1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Horizontal Bands \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2848 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/WH2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Horizontal Bands \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2849 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/WH3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WH3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Vertical Bands \u2160<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2850 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/WV1-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV1-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV1-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV1-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV1-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV1-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV1-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Vertical Bands \u2161<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2851 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/WV2-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV2-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV2-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV2-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV2-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV2-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV2-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n<hr \/>\n<p style=\"text-align: center;\"><span style=\"font-family: helvetica, arial, sans-serif;\"><strong>Coarse Pitch White Vertical Bands \u2162<\/strong><\/span><\/p>\n<p><span style=\"font-family: helvetica, arial, sans-serif;\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-2852 aligncenter\" src=\"http:\/\/133.38.201.198\/wp-content\/uploads\/2022\/11\/WV3-scaled-1.jpg\" alt=\"\" width=\"2560\" height=\"449\" srcset=\"https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV3-scaled-1.jpg 2560w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV3-scaled-1-300x53.jpg 300w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV3-scaled-1-1024x180.jpg 1024w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV3-scaled-1-768x135.jpg 768w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV3-scaled-1-1536x269.jpg 1536w, https:\/\/www.sie.ics.saitama-u.ac.jp\/wp-content\/uploads\/2022\/11\/WV3-scaled-1-2048x359.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Printing Defect Image Dataset (APDID) for image quality assessment There is no IQA dataset specific [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2764","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/pages\/2764","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/comments?post=2764"}],"version-history":[{"count":0,"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/pages\/2764\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.sie.ics.saitama-u.ac.jp\/index.php\/wp-json\/wp\/v2\/media?parent=2764"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}