{"id":4038,"date":"2025-03-01T00:59:25","date_gmt":"2025-02-28T15:59:25","guid":{"rendered":"http:\/\/int-info.com\/?p=4038"},"modified":"2025-03-01T11:20:08","modified_gmt":"2025-03-01T02:20:08","slug":"news_20250301","status":"publish","type":"post","link":"http:\/\/int-info.com\/index.php\/2025\/03\/01\/news_20250301\/","title":{"rendered":"\u753b\u50cf\u3092\u539f\u5b50\u96c6\u5408\u3068\u307f\u306a\u3057\u305f\u65b0\u305f\u306a\u753b\u50cf\u7279\u5fb4\u91cf\u306e\u62bd\u51fa\u624b\u6cd5\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\uff01"},"content":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5f97\u308b\u306b\u306f\u3001\u826f\u3044\u7279\u5fb4\u91cf\u306e\u62bd\u51fa\u304c\u5fc5\u9808\u3067\u3059\u3002\u3053\u3053\u3067\u3001\u539f\u5b50\u540c\u58eb\u306e\u76f8\u5bfe\u7684\u306a\u914d\u7f6e\u95a2\u4fc2\uff08\uff1d\u7d76\u5bfe\u5ea7\u6a19\u306e\u60c5\u5831\u304c\u306a\u3044\uff09\u3092\u8868\u73fe\u3059\u308b\u7279\u5fb4\u91cf\u3068\u3057\u3066\u3001<strong>Smooth Overlap of Atomic Positions<\/strong> \u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u753b\u50cf\u3092\u5bfe\u8c61\u3068\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u30d4\u30af\u30bb\u30eb\u3092\u539f\u5b50\u3068\u307f\u306a\u3059\u3053\u3068\u3067\u3001\u753b\u50cf\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082\u3053\u306e\u7279\u5fb4\u91cf\u3092\u8a08\u7b97\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059\u3002\u672c\u8ad6\u6587\u3067\u306f\u3001\u3053\u306e\u5177\u4f53\u7684\u306a\u624b\u7d9a\u304d\u3092\u8a2d\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u305f\u306a\u753b\u50cf\u7279\u5fb4\u91cf\u306e\u8a08\u7b97\u624b\u6cd5\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u3092\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u5165\u529b\u3068\u3057\u3066\u63a1\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5358\u7d14\u306a\u30af\u30e9\u30b9\u5206\u985e\u30fb\u56de\u5e30\u554f\u984c\u306b\u9650\u3089\u305a\u3001\u30d4\u30af\u30bb\u30eb\u30ec\u30d9\u30eb\u306e\u30af\u30e9\u30b9\u63a8\u5b9a\u306e\u554f\u984c\u3092\u89e3\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7814\u7a76\u9014\u4e2d\u3067\u3042\u308b\u305f\u3081\u6027\u80fd\u306e\u9762\u3067\u5f93\u6765\u624b\u6cd5\u3088\u308a\u52a3\u308b\u90e8\u5206\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u53e4\u5178\u7684\u306a\u753b\u50cf\u7279\u5fb4\u91cf\u3084\u6df1\u5c64\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u7279\u5fb4\u91cf\u3068\u306f\u7570\u306a\u308b\u65b0\u305f\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u4eca\u5f8c\u3069\u306e\u3088\u3046\u306b\u767a\u5c55\u3057\u3066\u3044\u304f\u304b\u672a\u77e5\u6570\u3067\u3059\u3002\u8208\u5473\u304c\u3042\u308a\u307e\u3057\u305f\u3089\u3001\u4e0b\u8a18\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>Eiaki V. Morooka, Yuto Omae, Mika H\u00e4m\u00e4l\u00e4inen, Hirotaka Takahashi, Benchmarking Point Cloud Feature Extraction with Smooth Overlap of Atomic Positions (SOAP): A Pixel-Wise Approach for MNIST Handwritten Data <a href=\"https:\/\/www.preprints.org\/manuscript\/202502.2316\/v1\" rel=\"noopener\" target=\"_blank\">[Link]<\/a><\/p>\n<p>\u63d0\u6848\u624b\u6cd5\u306f\u3001\u753b\u50cf\u304c\u30b7\u30d5\u30c8\u3057\u305f\u308a\u3001\u56de\u8ee2\u3057\u305f\u308a\u3001\u53cd\u8ee2\u3057\u305f\u308a\u3057\u3066\u3082\u3001<strong>\u7279\u5fb4\u91cf\u30d9\u30af\u30c8\u30eb\u306e\u5024\u304c\u5909\u5316\u3057\u306a\u3044<\/strong>\u3068\u3044\u3046\u5f37\u529b\u306a\u7279\u6027\u3092\u6709\u3057\u3066\u3044\u307e\u3059\u3002\u3067\u3059\u304b\u3089\u3001\u6df1\u5c64\u5b66\u7fd2\u3067\u5fc5\u9808\u3068\u306a\u308b Data augmentation\uff08\u30c7\u30fc\u30bf\u6c34\u5897\u3057\uff09\u3092\u3057\u306a\u304f\u3066\u826f\u3044\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u6559\u5e2b\u30c7\u30fc\u30bf\u306e\u898f\u6a21\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u5b66\u7fd2\u306e\u9ad8\u901f\u5316\u3084\u30e1\u30e2\u30ea\u524a\u6e1b\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002\u4e0a\u8ff0\u306e\u8ad6\u6587\u3067\u306f\u3001mnist\u306e\u30c7\u30fc\u30bf\u3067\u5206\u6790\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u56de\u8ee2\u4e0d\u5909\u306a\u3069\u306e\u7279\u6027\u304b\u3089\u30016\u30689\u3092\u6df7\u540c\u3059\u308b\u306a\u3069\u306e\u7279\u5fb4\u304c\u898b\u3089\u308c\u307e\u3057\u305f\uff086\u30689\u306f\u56de\u8ee2\u3059\u308b\u3068\u540c\u3058\u306b\u306a\u308b\u305f\u3081\uff09\u3002\u56de\u8ee2\u4e0d\u5909\u306e\u7279\u5fb4\u91cf\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3067\u3059\u304c\u3001mnist\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u7279\u6709\u306e\u30b7\u30c1\u30e5\u30a8\u30fc\u30b7\u30e7\u30f3\u306e\u307f\u3067\u8d77\u3053\u308b\u554f\u984c\u3068\u3082\u3044\u3048\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u8ad6\u6587\u306f\u3001\u8a08\u7b97\u7269\u7406\u5b66\u3092\u5c02\u9580\u3068\u3059\u308b\u30d8\u30eb\u30b7\u30f3\u30ad\u306e\u5b66\u751f\u3068\u306e\u5171\u540c\u7814\u7a76\u3068\u3057\u3066\u4ed5\u4e0a\u3052\u305f\u3082\u306e\u3067\u3001\u5927\u5909\u304a\u3082\u3057\u308d\u304f\u3001\u6d77\u5916\u6d3e\u9063\u306e\u826f\u3044\u601d\u3044\u51fa\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a5f\u68b0\u5b66\u7fd2\u306b\u304a\u3044\u3066\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5f97\u308b\u306b\u306f\u3001\u826f\u3044\u7279\u5fb4\u91cf\u306e\u62bd\u51fa\u304c\u5fc5\u9808\u3067\u3059\u3002\u3053\u3053\u3067\u3001\u539f\u5b50\u540c\u58eb\u306e\u76f8\u5bfe\u7684\u306a\u914d\u7f6e\u95a2\u4fc2\uff08\uff1d\u7d76\u5bfe\u5ea7\u6a19\u306e\u60c5\u5831\u304c\u306a\u3044\uff09\u3092\u8868\u73fe\u3059\u308b\u7279\u5fb4\u91cf\u3068\u3057\u3066\u3001Smooth Overlap of Atomic Positi<\/p><\/div>\n<div class=\"blog-btn\"><a href=\"http:\/\/int-info.com\/index.php\/2025\/03\/01\/news_20250301\/\" class=\"home-blog-btn\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":4039,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-4038","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-4"],"_links":{"self":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts\/4038","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/comments?post=4038"}],"version-history":[{"count":12,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts\/4038\/revisions"}],"predecessor-version":[{"id":4051,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/posts\/4038\/revisions\/4051"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/media\/4039"}],"wp:attachment":[{"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/media?parent=4038"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/categories?post=4038"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/int-info.com\/index.php\/wp-json\/wp\/v2\/tags?post=4038"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}