{"id":33,"date":"2022-07-31T01:20:41","date_gmt":"2022-07-30T17:20:41","guid":{"rendered":"https:\/\/34.11.241.119\/?page_id=33"},"modified":"2023-06-30T04:13:25","modified_gmt":"2023-06-29T20:13:25","slug":"thesis","status":"publish","type":"page","link":"https:\/\/pinghao.acid-engineer.tw\/?page_id=33","title":{"rendered":"Generation of Sand Painting Using Neural Style Transfer"},"content":{"rendered":"\n<p>Master Thesis<\/p>\n\n\n\n<p><a href=\"https:\/\/hdl.handle.net\/11296\/j9kc9c\" target=\"_blank\" rel=\"noreferrer noopener\">Full Paper<\/a><\/p>\n\n\n\n<p><strong>Abstract<\/strong><\/p>\n\n\n\n<p>Neural style transfer is an algorithm that transfers the style of an image to another image. This paper proposes an approach to improve the sand painting generation using neural style transfer. Our approach can keep the details of the main objects and improve the stylized rendering of the sand painting. Moreover, our approach can reduce the background noise caused by the neural style transfer. We compare the proposed approach with the previous method. The visual effect of our approach is better than the previous method.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"925\" height=\"500\" src=\"https:\/\/pinghao.acid-engineer.tw\/wp-content\/uploads\/2022\/07\/ponyo3.jpg\" alt=\"\" class=\"wp-image-34\"\/><figcaption class=\"wp-element-caption\">Original picture<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"740\" height=\"400\" src=\"https:\/\/pinghao.acid-engineer.tw\/wp-content\/uploads\/2022\/07\/ponyo3_sobel_sand2.png\" alt=\"\" class=\"wp-image-35\"\/><figcaption class=\"wp-element-caption\">Previous method<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/pinghao.acid-engineer.tw\/wp-content\/uploads\/2022\/07\/ponyo3_sobel_sand2ponyo3_nobg_sobel_sand2ponyo3_closed_opened_5913_sobel_sand2.png\" alt=\"\" class=\"wp-image-36\" width=\"740\" height=\"400\"\/><figcaption class=\"wp-element-caption\">Our method<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"740\" height=\"400\" src=\"https:\/\/pinghao.acid-engineer.tw\/wp-content\/uploads\/2022\/07\/ponyo3_sobel_sand8ponyo3_nobg_sobel_sand8ponyo3_closed_opened_5913_sobel_sand8.png\" alt=\"\" class=\"wp-image-37\"\/><figcaption class=\"wp-element-caption\">Our method using different style image<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Master Thesis Full Paper Abstract Neural style transfer [&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-33","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=\/wp\/v2\/pages\/33","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=33"}],"version-history":[{"count":5,"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=\/wp\/v2\/pages\/33\/revisions"}],"predecessor-version":[{"id":204,"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=\/wp\/v2\/pages\/33\/revisions\/204"}],"wp:attachment":[{"href":"https:\/\/pinghao.acid-engineer.tw\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=33"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}