{"id":3484,"date":"2025-09-24T20:39:35","date_gmt":"2025-09-24T12:39:35","guid":{"rendered":"https:\/\/www.leexinghai.com\/aic\/?p=3484"},"modified":"2025-09-24T20:43:25","modified_gmt":"2025-09-24T12:43:25","slug":"commentn509186","status":"publish","type":"post","link":"https:\/\/www.leexinghai.com\/aic\/commentn509186\/","title":{"rendered":"\u8bba\u6587\u8bc4\u8ff0-\u6587\u732eN509186"},"content":{"rendered":"\n<p>\u672c\u671f\u8bc4\u8ff0\u6587\u7ae0\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"SQD4JrulWv\"><a href=\"https:\/\/www.leexinghai.com\/aic\/%e6%96%87%e7%8c%aen509186a-broadband-hyperspectral-image-sensor-with-high-spatio-temporal-resolution\/\">[\u6587\u732eN509186]A broadband hyperspectral image sensor with high spatio-temporal resolution<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"\u300a [\u6587\u732eN509186]A broadband hyperspectral image sensor with high spatio-temporal resolution \u300b\u2014\u5b66\u672f\u521b\u65b0\u4e2d\u5fc3\" src=\"https:\/\/www.leexinghai.com\/aic\/%e6%96%87%e7%8c%aen509186a-broadband-hyperspectral-image-sensor-with-high-spatio-temporal-resolution\/embed\/#?secret=xlDRESzc7Z#?secret=SQD4JrulWv\" data-secret=\"SQD4JrulWv\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u603b\u7ed3\u5185\u5bb9\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u65b0\u578b\u4f20\u611f\u5668\u8bbe\u8ba1<\/strong>\uff1a\u63d0\u51fa\u4e86\u201cHyperspecI\u201d\u4f20\u611f\u5668\uff0c\u628a\u5bbd\u5e26\u591a\u5149\u8c31\u6ee4\u6ce2\u9635\u5217\uff08BMSFA\uff09\u76f4\u63a5\u96c6\u6210\u5728\u82af\u7247\u4e0a\u3002<\/li>\n\n\n\n<li><strong>\u7b97\u6cd5\u7ed3\u5408<\/strong>\uff1a\u914d\u5408\u8f7b\u91cf\u5316\u7684\u795e\u7ecf\u7f51\u7edc\uff08SRNet\uff09\u91cd\u5efa\u7b97\u6cd5\uff0c\u5b9e\u73b0\u5b9e\u65f6\u9ad8\u5149\u8c31\u6210\u50cf\u3002<\/li>\n\n\n\n<li><strong>\u6027\u80fd\u7a81\u7834<\/strong>\uff1a\u80fd\u8986\u76d6 400\u20131700nm \u7684\u6ce2\u6bb5\uff0c\u8fbe\u5230 1,024\u00d71,024 \u50cf\u7d20\u3001124 fps \u7684\u5206\u8fa8\u7387\u4e0e\u5e27\u7387\u3002<\/li>\n\n\n\n<li><strong>\u5e94\u7528\u9a8c\u8bc1<\/strong>\uff1a\u5728\u519c\u4e1a\uff08\u53f6\u7eff\u7d20\/\u7cd6\u5206\u68c0\u6d4b\uff09\u3001\u5065\u5eb7\uff08\u8840\u6c27\/\u6c34\u8d28\u76d1\u6d4b\uff09\u3001\u5de5\u4e1a\uff08\u7eba\u7ec7\/\u82f9\u679c\u78b0\u4f24\u68c0\u6d4b\uff09\u3001\u5929\u6587\uff08\u6708\u7403\u63a2\u6d4b\uff09\u7b49\u573a\u666f\u90fd\u5c55\u793a\u4e86\u4f18\u52bf\u3002<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5f15\u8a00<\/p>\n<\/blockquote>\n\n\n\n<p>\u9ad8\u5149\u8c31\u6210\u50cf\u6280\u672f\u80fd\u591f\u83b7\u53d6\u7269\u4f53\u7684\u9ad8\u7ef4\u4fe1\u606f\uff0c\u5305\u62ec\u5176\u7a7a\u95f4\u3001\u65f6\u95f4\u548c\u5149\u8c31\u6570\u636e\u3002\u53ef\u4ee5\u5c06\u5176\u60f3\u8c61\u6210\u4e00\u79cd\u76f8\u673a\uff0c\u5b83\u4e0d\u4ec5\u80fd\u50cf\u666e\u901a\u76f8\u673a\u90a3\u6837\u6355\u6349\u7ea2\u3001\u7eff\u3001\u84dd\u4e09\u79cd\u989c\u8272\u7684\u4fe1\u606f\uff0c\u8fd8\u80fd\u4e3a\u56fe\u50cf\u4e2d\u7684\u6bcf\u4e2a\u50cf\u7d20\u70b9\u6355\u6349\u5b8c\u6574\u7684\u53ef\u89c1\u5149\u5149\u8c31\u3002\u8fd9\u4f7f\u5f97\u5b83\u80fd\u591f\u533a\u5206\u8089\u773c\u770b\u8d77\u6765\u76f8\u540c\u7684\u4e0d\u540c\u6750\u6599\u3002\u4f5c\u8005\u8ba4\u4e3a\uff0c\u867d\u7136\u8fd9\u9879\u6280\u672f\u6f5c\u529b\u5de8\u5927\uff0c\u4f46\u73b0\u6709\u7cfb\u7edf\u5f80\u5f80\u4f53\u79ef\u5e9e\u5927\u3001\u4ef7\u683c\u6602\u8d35\u4e14\u901f\u5ea6\u7f13\u6162\uff0c\u8fd9\u9650\u5236\u4e86\u5176\u5e94\u7528\u8303\u56f4\u3002\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u65b0\u7684\u82af\u7247\u7ea7\u89e3\u51b3\u65b9\u6848\uff0c\u65e8\u5728\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>However, these systems typically suffer from drawbacks such as large size, heavy weight, high cost and time-consuming operation,which limit their widespread application. Because of the developments in the compressive sensing theory and computational photography technique<sup>8<\/sup><\/p>\n<\/blockquote>\n\n\n\n<p>\u6839\u636e\u8bba\u6587\u7684\u5f15\u8a00\u90e8\u5206\uff0c\u4f5c\u8005\u6307\u51fa\u4e86\u4f20\u7edf\u9ad8\u5149\u8c31\u6210\u50cf\u6280\u672f\u7684\u51e0\u4e2a\u6838\u5fc3\u5c40\u9650\u6027\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7269\u7406\u5c3a\u5bf8\u4e0e\u6210\u672c\uff1a<\/strong> \u4f20\u7edf\u7cfb\u7edf\u901a\u5e38\u4f53\u79ef\u5927\u3001\u91cd\u91cf\u91cd\u3001\u6210\u672c\u9ad8\u6602 \u3002\u8fd9\u662f\u56e0\u4e3a\u5b83\u4eec\u9700\u8981\u4f7f\u7528\u72ec\u7acb\u7684\u5149\u5b66\u5143\u4ef6\uff08\u5982\u68f1\u955c\u6216\u5149\u6805\uff09\u548c\u673a\u68b0\u626b\u63cf\u90e8\u4ef6 \u3002<\/li>\n\n\n\n<li><strong>\u6210\u50cf\u901f\u5ea6\u6162\uff1a<\/strong> \u7531\u4e8e\u9700\u8981\u9010\u70b9\u3001\u9010\u884c\u6216\u9010\u4e2a\u6ce2\u6bb5\u5730\u626b\u63cf\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u7684\u64cd\u4f5c\u975e\u5e38\u8017\u65f6\uff0c\u96be\u4ee5\u6355\u6349\u52a8\u6001\u573a\u666f \u3002<\/li>\n\n\n\n<li><strong>\u5149\u80fd\u5229\u7528\u7387\u4f4e\uff1a<\/strong> \u8bb8\u591a\u6280\u672f\uff0c\u7279\u522b\u662f\u90a3\u4e9b\u4f7f\u7528\u7a84\u5e26\u6ee4\u5149\u7247\u7684\u6280\u672f\uff0c\u4f1a\u6d6a\u8d39\u5927\u91cf\u5165\u5c04\u5149\uff0c\u5bfc\u81f4\u5149\u901a\u91cf\uff08light throughput\uff09\u5f88\u4f4e\u3002\u8fd9\u4f7f\u5f97\u5b83\u4eec\u5728\u5149\u7ebf\u8f83\u6697\u7684\u73af\u5883\u4e0b\u6027\u80fd\u4e0d\u4f73 \u3002<\/li>\n\n\n\n<li><strong>\u5185\u5728\u7684\u6743\u8861\u5173\u7cfb\uff1a<\/strong> \u73b0\u6709\u7684\u6280\u672f\u5e38\u5e38\u9700\u8981\u5728\u7a7a\u95f4\u5206\u8fa8\u7387\uff08\u56fe\u50cf\u7684\u6e05\u6670\u5ea6\uff09\u548c\u5149\u8c31\u5206\u8fa8\u7387\uff08\u5149\u8c31\u4fe1\u606f\u7684\u4e30\u5bcc\u5ea6\uff09\u4e4b\u95f4\u505a\u51fa\u59a5\u534f \u3002<\/li>\n<\/ul>\n\n\n\n<p>\u7efc\u5408\u6765\u770b\uff0c\u8fd9\u4e9b\u7f3a\u70b9\u9650\u5236\u4e86\u9ad8\u5149\u8c31\u6210\u50cf\u6280\u672f\u7684\u5e7f\u6cdb\u5e94\u7528 <sup><\/sup>\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u90a3\u4e48\uff0c\u5728\u4f60\u770b\u6765\uff0c\u4ee5\u4e0a\u54ea\u4e00\u4e2a\u9650\u5236\u662f\u963b\u788d\u9ad8\u5149\u8c31\u6210\u50cf\u6280\u672f\u88ab\u96c6\u6210\u5230\u50cf\u667a\u80fd\u624b\u673a\u6216\u65e0\u4eba\u673a\u8fd9\u7c7b\u65e5\u5e38\u8bbe\u5907\u4e2d\u7684\u6700\u5927\u969c\u788d\u5462\uff1f\n<ul class=\"wp-block-list\">\n<li>\u7269\u7406\u5c3a\u5bf8\u4e0e\u6210\u672c\uff1f\u56e0\u4e3a\u8bf4\u5230\u4f20\u7edf\u7cfb\u7edf\u4f53\u79ef\u5927\u548c\u6210\u672c\u9ad8\u6602\uff0c\u800c\u667a\u80fd\u624b\u673a\u6216\u65e0\u4eba\u673a\u5f88\u5bb9\u6613\u88ab\u6211\u4eec\u8d2d\u4e70\u548c\u4f7f\u7528<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>In this work, we report an on-chip computational hyperspectral image sensor, termed the HyperspecI sensor, and its comprehensive framework of hardware fabrication, optical calibration and computational reconstruction.<\/p>\n<\/blockquote>\n\n\n\n<p>\u667a\u80fd\u624b\u673a\u548c\u65e0\u4eba\u673a\u8fd9\u7c7b\u6d88\u8d39\u7ea7\u4ea7\u54c1\u5bf9\u5185\u90e8\u7a7a\u95f4\u3001\u91cd\u91cf\u548c\u6210\u672c\u90fd\u6781\u5176\u654f\u611f\u3002\u4f20\u7edf\u9ad8\u5149\u8c31\u76f8\u673a\u90a3\u79cd\u53c8\u5927\u53c8\u91cd\u53c8\u8d35\u7684\u7279\u6027\uff0c\u786e\u5b9e\u662f\u5176\u5e94\u7528\u666e\u53ca\u7684\u6700\u5927\u969c\u788d\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u5f15\u51fa\u4e86\u8fd9\u7bc7\u8bba\u6587\u7684\u6838\u5fc3\u521b\u65b0\u70b9\u3002\u7814\u7a76\u4eba\u5458\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4e13\u95e8\u5f00\u53d1\u4e86\u4e00\u79cd\u4ed6\u4eec\u79f0\u4e4b\u4e3a<strong>\u201cHyperspecl sensor\u201d<\/strong> \u7684\u65b0\u578b\u4f20\u611f\u5668 \u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4ed6\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u662f\u628a\u6240\u6709\u5fc5\u8981\u90e8\u4ef6\u90fd\u96c6\u6210\u5230\u4e86\u4e00\u4e2a\u5c0f\u5c0f\u7684\u82af\u7247\u4e0a\u3002\u6839\u636e\u8bba\u6587\u7b2c\u4e8c\u9875\u7684\u201cHyperspecl\u539f\u7406\u201d\u90e8\u5206\uff0c\u6784\u6210\u8fd9\u4e2a\u65b0\u578b\u4f20\u611f\u5668\u7684\u4e24\u4e2a\u4e3b\u8981\u90e8\u4ef6\u662f\u4ec0\u4e48\uff1f\n<ul class=\"wp-block-list\">\n<li>\u6211\u8ba4\u4e3a\u662fBMSFA\u63a9\u819c\uff08a BMSFA mask\u00a0\uff09\u548c\u5bbd\u5e26\u5355\u8272\u56fe\u50cf\u4f20\u611f\u5668\u82af\u7247\uff08a broadband monochrome image sensor chip\uff09<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The HyperspecI sensor consists of two main components: a BMSFA mask and a broadband monochrome image sensor chip (Fig. 1a).<\/p>\n<\/blockquote>\n\n\n\n<p>\u201c\u5bbd\u5e26\u5355\u8272\u56fe\u50cf\u4f20\u611f\u5668\u82af\u7247\u201d\u6bd4\u8f83\u597d\u7406\u89e3\uff0c\u5b83\u5c31\u50cf\u662f\u6570\u7801\u76f8\u673a\u7684\u201c\u5e95\u7247\u201d\uff0c\u8d1f\u8d23\u6355\u6349\u5149\u7ebf\u3002<\/p>\n\n\n\n<p>\u771f\u6b63\u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\u7b2c\u4e00\u4e2a\u90e8\u4ef6\uff0c\u4e5f\u5c31\u662f<strong>BMSFA\u63a9\u819c<\/strong>\uff08Broadband Multispectral Filter Array\uff09\u3002\u8fd9\u7bc7\u8bba\u6587\u7684\u6838\u5fc3\u5c31\u5728\u4e8e\u8fd9\u4e2a\u90e8\u4ef6\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002\u8bba\u6587\u4e2d\u5c06\u8fd9\u79cd\u65b0\u578b\u7684\u201c\u5bbd\u5e26\uff08broadband\uff09\u201d\u8c03\u5236\u6750\u6599\u4e0e\u4f20\u7edf\u76f8\u673a\u4e2d\u7684\u201c\u7a84\u5e26\uff08narrow-band\uff09\u201d\u6ee4\u5149\u7247\u505a\u4e86\u5bf9\u6bd4\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6839\u636e\u6587\u7ae0\u7684\u63cf\u8ff0\uff0c\u4f60\u8ba4\u4e3a\u201c\u5bbd\u5e26\u201d\u6ee4\u5149\u9635\u5217\u548c\u4f20\u7edf\u7684\u201c\u7a84\u5e26\u201d\u6ee4\u5149\u7247\u5728\u5de5\u4f5c\u65b9\u5f0f\u4e0a\uff0c\u5c24\u5176\u662f\u5728\u5141\u8bb8\u5149\u7ebf\u901a\u8fc7\u7684\u65b9\u9762\uff0c\u6709\u4ec0\u4e48\u5173\u952e\u7684\u4e0d\u540c\uff1f\n<ul class=\"wp-block-list\">\n<li>\u8fd9\u4e2a\u6211\u5c31\u4e0d\u662f\u5f88\u6e05\u695a\u4e86\uff0c\u53ef\u4ee5\u63d0\u793a\u4e00\u4e0b\u6211\u5417<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\u5149\u7ebf\u7a7f\u8fc7\u4e00\u7247\u73bb\u7483\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7a84\u5e26 (Narrow-band)<\/strong> \u5c31\u50cf\u4e00\u7247\u6df1\u7ea2\u8272\u7684\u73bb\u7483\u3002\u5b83\u975e\u5e38\u4e25\u683c\uff0c\u53ea\u5141\u8bb8\u7ea2\u8272\u90a3\u4e00\u90e8\u5206\u7684\u5149\u901a\u8fc7\uff0c\u800c\u4f1a\u963b\u6321\u6389\u51e0\u4e4e\u6240\u6709\u5176\u4ed6\u989c\u8272\u7684\u5149\u3002<\/li>\n\n\n\n<li><strong>\u5bbd\u5e26 (Broadband)<\/strong> \u66f4\u50cf\u4e00\u7247\u51e0\u4e4e\u900f\u660e\uff0c\u4f46\u7565\u5fae\u5e26\u70b9\u201c\u8272\u5f69\u503e\u5411\u201d\u7684\u73bb\u7483\u3002\u5b83\u4f1a\u5141\u8bb8\u4e00\u4e2a\u5f88\u5bbd\u8303\u56f4\u5185\u7684\u591a\u79cd\u989c\u8272\u90fd\u901a\u8fc7\uff0c\u53ea\u662f\u5bf9\u4e0d\u540c\u989c\u8272\u7684\u5149\u7684\u900f\u8fc7\u7387\u7a0d\u6709\u4e0d\u540c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f20\u7edf\u76f8\u673a\u7684\u6ee4\u5149\u7247\u5c31\u50cf\u524d\u8005\uff08\u6df1\u7ea2\u8272\u73bb\u7483\uff09\uff0c\u6bcf\u4e2a\u6ee4\u5149\u7247\u53ea\u8d1f\u8d23\u4e00\u4e2a\u5f88\u7a84\u7684\u989c\u8272\u8303\u56f4\uff0c\u56e0\u6b64\u5927\u90e8\u5206\u7684\u5149\u90fd\u88ab\u963b\u6321\u548c\u6d6a\u8d39\u4e86\u3002\u800c\u8fd9\u7bc7\u8bba\u6587\u4e2d\u7684BMSFA\uff0c\u5219\u66f4\u50cf\u662f\u753116\u79cd\u5404\u4e0d\u76f8\u540c\u7684\u3001\u5e26\u6709\u201c\u8272\u5f69\u503e\u5411\u201d\u7684\u900f\u660e\u73bb\u7483\u7ec4\u6210\u7684\u9635\u5217\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8003\u8651\u5230\u8fd9\u4e2a\u6bd4\u55bb\uff0c\u4f60\u8ba4\u4e3a\u91c7\u7528\u201c\u5bbd\u5e26\u201d\u8bbe\u8ba1\u7684BMSFA\uff0c\u80fd\u89e3\u51b3\u6211\u4eec\u4e4b\u524d\u8ba8\u8bba\u7684\u4f20\u7edf\u76f8\u673a\u54ea\u4e2a\u5173\u952e\u7684\u5c40\u9650\u6027\u95ee\u9898\uff1f\n<ul class=\"wp-block-list\">\n<li>\u5e94\u8be5\u662f\u89e3\u51b3\u4e86\u5149\u80fd\u5229\u7528\u7387\u4f4e\u7684\u95ee\u9898<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u5b8c\u5168\u6b63\u786e\uff01\u8fd9\u6b63\u662f\u5173\u952e\u6240\u5728\u3002<\/p>\n\n\n\n<p>\u91c7\u7528\u201c\u5bbd\u5e26\u201d\u8bbe\u8ba1\u6700\u76f4\u63a5\u7684\u597d\u5904\u5c31\u662f\u89e3\u51b3\u4e86<strong>\u5149\u80fd\u5229\u7528\u7387\u4f4e<\/strong>\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u8fd9\u7bc7\u8bba\u6587\u5728\u56fe2d\u4e2d\u7528\u6570\u636e\u6e05\u6670\u5730\u5c55\u793a\u4e86\u8fd9\u4e00\u70b9\uff1a\u4ed6\u4eec\u7684\u65b0\u578b\u4f20\u611f\u5668\u5149\u901a\u91cf\uff08light throughput\uff09\u8fbe\u5230\u4e8674.8%\uff0c\u800c\u4f20\u7edf\u7684RGB\u5f69\u8272\u76f8\u673a\u901a\u5e38\u4f4e\u4e8e30%\uff0c\u57fa\u4e8e\u7a84\u5e26\u6ee4\u5149\u7247\u7684\u591a\u5149\u8c31\u76f8\u673a\uff08MSFA camera\uff09\u751a\u81f3\u4f4e\u4e8e10%\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u5de8\u5927\u7684\u63d0\u5347\u610f\u5473\u7740\u4f20\u611f\u5668\u5728\u5149\u7ebf\u660f\u6697\u7684\u73af\u5883\u4e0b\u4f9d\u7136\u80fd\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\uff0c\u6216\u8005\u53ef\u4ee5\u7528\u66f4\u77ed\u7684\u66dd\u5149\u65f6\u95f4\u6765\u6355\u6349\u9ad8\u901f\u8fd0\u52a8\u7684\u7269\u4f53\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u6211\u4eec\u7406\u89e3\u4e86\u5de5\u4f5c\u539f\u7406\u7684\u524d\u534a\u90e8\u5206\uff1aBMSFA\u8d1f\u8d23\u9ad8\u6548\u5730\u5c06\u5149\u7ebf\u4fe1\u606f\u8fdb\u884c\u201c\u7f16\u7801\u201d\uff0c\u7136\u540e\u7531\u4f20\u611f\u5668\u82af\u7247\u6765\u63a5\u6536\u3002\u4f46\u8fd9\u4e5f\u5f15\u51fa\u4e86\u4e0b\u4e00\u4e2a\u95ee\u9898\uff1a\u82af\u7247\u63a5\u6536\u5230\u7684\u662f\u4e00\u5e45\u7ecf\u8fc7\u6df7\u5408\u7f16\u7801\u7684\u4e8c\u7ef4\u56fe\u50cf\uff0c\u6211\u4eec\u600e\u6837\u624d\u80fd\u628a\u5b83\u201c\u89e3\u7801\u201d\u6210\u5305\u542b\u6570\u767e\u4e2a\u5149\u8c31\u901a\u9053\u7684\u3001\u6211\u4eec\u771f\u6b63\u9700\u8981\u7684\u9ad8\u5149\u8c31\u6570\u636e\u7acb\u65b9\u4f53\u5462\uff1f<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6839\u636e\u8bba\u6587\uff0c\u7814\u7a76\u4eba\u5458\u662f\u8fd0\u7528\u4e86\u4ec0\u4e48\u65b9\u6cd5\u6765\u5b8c\u6210\u8fd9\u4e2a\u201c\u89e3\u7801\u201d\u6216\u201c\u91cd\u5efa\u201d\u5de5\u4f5c\u7684\uff1f\n<ul class=\"wp-block-list\">\n<li>\u662f\u5bf9\u4e0d\u540c\u5c3a\u5bf8\u7684\u5c0f\u76ee\u6807\u70b9\u8fdb\u884c\u6210\u50cf\u5b9e\u9a8c\u5417\uff1f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>We conducted an imaging experiment on small point targets of varying sizes (Fig. 3a). The results indicate that the HyperspecI sensor can achieve stable and accurate spectral reconstruction even when the radius of the targets is smaller than a superpixel.<\/p>\n<\/blockquote>\n\n\n\n<p>\u4e3a\u4e86\u8bc1\u660e\u4f20\u611f\u5668\u7684\u6027\u80fd\uff0c\u7814\u7a76\u4eba\u5458\u786e\u5b9e\u5bf9\u4e0d\u540c\u5c3a\u5bf8\u7684\u5c0f\u76ee\u6807\u8fdb\u884c\u4e86\u6210\u50cf\u5b9e\u9a8c \u3002\u53ef\u4ee5\u5728\u8bba\u6587\u7684\u56fe3a\u4e2d\u770b\u5230\u8fd9\u4e2a\u5b9e\u9a8c\u7684\u8bbe\u8ba1\u548c\u7ed3\u679c \u3002<\/p>\n\n\n\n<p>\u4ed6\u4eec\u8fdb\u884c\u8fd9\u9879\u6d4b\u8bd5\u7684\u76ee\u7684\u662f\u4e3a\u4e86\u9a8c\u8bc1\u4f20\u611f\u5668\u5728\u9ad8\u7a7a\u95f4\u5206\u8fa8\u7387\u4e0b\u7684\u5149\u8c31\u91cd\u5efa\u80fd\u529b\uff0c\u5373\u4fbf\u662f\u5f53\u76ee\u6807\u7269\u4f53\u7684\u5c3a\u5bf8\u975e\u5e38\u5c0f\uff0c\u751a\u81f3\u5c0f\u4e8e\u4e00\u4e2a\u201c\u8d85\u50cf\u7d20\u201d\uff08superpixel\uff0c\u5728\u8fd9\u91cc\u6307\u4e00\u4e2a4x4\u7684\u50cf\u7d20\u5355\u5143\uff09\u65f6\uff0c\u4f20\u611f\u5668\u80fd\u5426\u4f9d\u7136\u51c6\u786e\u5730\u5206\u6790\u51fa\u5b83\u7684\u5149\u8c31\u7279\u6027 <sup><\/sup>\u3002<\/p>\n\n\n\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u8fd9\u6b3e\u4f20\u611f\u5668\u7684\u8868\u73b0\u975e\u5e38\u51fa\u8272 <sup><\/sup>\u3002\u9664\u4e86\u8fd9\u9879\u6d4b\u8bd5\uff0c\u8bba\u6587\u4e2d\u8fd8\u5217\u4e3e\u4e86\u4f20\u611f\u5668\u5728\u591a\u4e2a\u9886\u57df\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u6bd4\u5982\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u667a\u80fd\u519c\u4e1a<\/strong> (Intelligent agriculture)<\/li>\n\n\n\n<li><strong>\u4eba\u4f53\u5065\u5eb7<\/strong> (Human health)<\/li>\n\n\n\n<li><strong>\u5de5\u4e1a\u81ea\u52a8\u5316<\/strong> (Industrial automation)<\/li>\n\n\n\n<li><strong>\u5929\u6587\u89c2\u6d4b<\/strong> (Astronomy)<\/li>\n<\/ol>\n\n\n\n<p>\u8ba9\u6211\u4eec\u4ece\u667a\u80fd\u519c\u4e1a\u5f00\u59cb\u770b\u770b\uff1a<\/p>\n\n\n\n<p>\u8bba\u6587\u4e2d\u63d0\u5230\uff0c\u4f20\u7edf\u7684\u519c\u4e1a\u68c0\u6d4b\u65b9\u6cd5\uff08\u6bd4\u5982\u6d4b\u91cf\u53f6\u7eff\u7d20\u542b\u91cf\u6216\u6c34\u679c\u751c\u5ea6\uff09\u5f80\u5f80\u662f\u7834\u574f\u6027\u7684\uff0c\u65e2\u8d39\u65f6\u53c8\u8d39\u529b <sup><\/sup>\u3002\u800c\u9ad8\u5149\u8c31\u6210\u50cf\u6280\u672f\u4e3a\u6b64\u63d0\u4f9b\u4e86\u4e00\u79cd\u65e0\u635f\u68c0\u6d4b\u7684\u53ef\u80fd <sup><\/sup>\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5728\u8fd9\u7bc7\u8bba\u6587\u7684\u201c\u667a\u80fd\u519c\u4e1a\u5e94\u7528\u201d\u90e8\u5206\uff0c\u7814\u7a76\u4eba\u5458\u5177\u4f53\u5229\u7528Hyperspecl\u4f20\u611f\u5668\u6765\u65e0\u635f\u68c0\u6d4b\u4e86\u54ea\u4e24\u79cd\u91cd\u8981\u7684\u6307\u6807\uff0c\u5206\u522b\u7528\u6765\u8bc4\u4f30\u53f6\u7247\u548c\u82f9\u679c\u7684\u4ec0\u4e48\u7279\u6027\uff1f\n<ul class=\"wp-block-list\">\n<li>\u662fspad\u548cssc\u5417\uff1f\u8bc4\u4f30\u4e86\u53f6\u7247\u7684\u900f\u5c04\u5149\u8c31\u6570\u636e\u7279\u6027\u548c\u82f9\u679c\u7684\u53ef\u6eb6\u6027\u56fa\u5f62\u7269\u542b\u91cfSSC\u7279\u6027<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Similarly, the SSC is an important indicator for fruit quality assessment and determination of harvest time25. However, conventional SPAD and SSC measurements involve destructive sampling, which is complicated and time-consuming.<\/p>\n<\/blockquote>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SSC (\u53ef\u6eb6\u6027\u56fa\u5f62\u7269\u542b\u91cf)<\/strong>\uff1a\u7528\u4e8e\u8bc4\u4f30\u82f9\u679c\u7684\u54c1\u8d28\uff0c\u8fd9\u76f4\u63a5\u5173\u7cfb\u5230\u6c34\u679c\u7684\u751c\u5ea6\u548c\u6210\u719f\u5ea6 \u3002<\/li>\n\n\n\n<li><strong>SPAD\u6307\u6570<\/strong>\uff1a\u4f60\u63d0\u5230\u5b83\u8bc4\u4f30\u4e86\u53f6\u7247\u7684\u900f\u5c04\u5149\u8c31\u7279\u6027\uff0c\u8fd9\u4e2a\u8fc7\u7a0b\u662f\u5bf9\u7684\u3002\u6700\u7ec8\uff0cSPAD\u6307\u6570\u662f\u7528\u6765\u8861\u91cf<strong>\u53f6\u7eff\u7d20 (chlorophyll) \u542b\u91cf<\/strong>\u7684\uff0c\u8fd9\u662f\u8bc4\u4f30\u690d\u7269\u5065\u5eb7\u548c\u751f\u7406\u72b6\u51b5\u7684\u5173\u952e\u6307\u6807 \u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e24\u4e2a\u4f8b\u5b50\u90fd\u5f88\u597d\u5730\u5c55\u793a\u4e86\u8fd9\u6b3e\u4f20\u611f\u5668\u5982\u4f55\u80fd\u591f\u5feb\u901f\u3001\u65e0\u635f\u5730\u5b8c\u6210\u4f20\u7edf\u519c\u4e1a\u68c0\u6d4b\u4e2d\u65e2\u590d\u6742\u53c8\u8017\u65f6\u7684\u5de5\u4f5c <sup><\/sup><sup><\/sup><sup><\/sup><sup><\/sup>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<p>\u5b66\u4e2d\u603b\u7ed3\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>1. \u6838\u5fc3\u95ee\u9898<\/strong>\uff1a\u4f20\u7edf\u9ad8\u5149\u8c31\u76f8\u673a\u5b58\u5728<strong>\u4f53\u79ef\u5927\u3001\u6210\u672c\u9ad8\u3001\u6210\u50cf\u901f\u5ea6\u6162<\/strong>\u548c<strong>\u5149\u80fd\u5229\u7528\u7387\u4f4e<\/strong>\u7684\u5c40\u9650\u3002<\/li>\n\n\n\n<li><strong>2. \u89e3\u51b3\u65b9\u6848<\/strong>\uff1a\u201cHyperspecl sensor\u201d\u901a\u8fc7<strong>\u7247\u4e0a\u96c6\u6210<\/strong>\u7684\u65b9\u5f0f\uff0c\u5c06\u5e9e\u5927\u7684\u7cfb\u7edf\u5fae\u578b\u5316\uff0c\u89e3\u51b3\u4e86\u4f53\u79ef\u548c\u6210\u672c\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>3. \u5de5\u4f5c\u539f\u7406<\/strong>\uff1a\u5b83\u91c7\u7528\u201c<strong>\u5bbd\u5e26<\/strong>\u201d\u8bbe\u8ba1\u6765\u83b7\u5f97<strong>\u9ad8\u5149\u80fd\u5229\u7528\u7387<\/strong>\uff0c\u89e3\u51b3\u4e86\u5f31\u5149\u6210\u50cf\u548c\u901f\u5ea6\u95ee\u9898\uff1b\u540c\u65f6\uff0c\u5b83\u5229\u7528\u540d\u4e3a <strong>SRNet<\/strong> \u7684\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\uff0c\u4ece\u7f16\u7801\u540e\u7684\u4fe1\u606f\u4e2d<strong>\u91cd\u5efa<\/strong>\u51fa\u6700\u7ec8\u7684\u9ad8\u5149\u8c31\u56fe\u50cf\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n\n\n<p>\u6211\u4eec\u6765\u770b\u770b\u5b83\u5728<strong>\u4eba\u4f53\u5065\u5eb7<\/strong>\u9886\u57df\u7684\u5e94\u7528\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The rising attention to health concerns has led to a proliferation of health monitoring equipment, yet its progress is hampered by limitations in resolution, real-time abilities and portability. To demonstrate the advantages of our HyperspecI in dynamic, high-resolutionability, we conducted experiments on blood oxygen detection and water quality assessment, illustrating its potential for real-time health monitoring as an alternative to traditional bulky and complex equipment. For blood oxygen saturation monitoring, we developed a prototype device to detect changes in arterial blood absorption at specific wavelengths due to pulsation (Fig. 5a).<\/p>\n<\/blockquote>\n\n\n\n<p>\u8bba\u6587\u4e2d\u63d0\u5230\u4e86\uff0c\u4f20\u7edf\u7684\u5065\u5eb7\u76d1\u6d4b\u8bbe\u5907\u5728\u5206\u8fa8\u7387\u3001\u5b9e\u65f6\u6027\u548c\u4fbf\u643a\u6027\u4e0a\u5e38\u5e38\u53d7\u5230\u9650\u5236 <sup><\/sup>\u3002\u800c Hyperspecl \u4f20\u611f\u5668\u7684\u9ad8\u901f\u548c\u9ad8\u5206\u8fa8\u7387\u7279\u6027\uff0c\u6070\u597d\u80fd\u5f25\u8865\u8fd9\u4e9b\u4e0d\u8db3\u3002<\/p>\n\n\n\n<p>\u6587\u7ae0\u4ee5<\/p>\n\n\n\n<p><strong>\u8840\u6c27\u9971\u548c\u5ea6\u76d1\u6d4b<\/strong>\u4e3a\u4f8b\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5b83\u7684\u539f\u7406\u662f\u5229\u7528\u4f20\u611f\u5668\u6355\u6349\u7a7f\u900f\u624b\u6307\u7684\u5149\u7ebf <sup><\/sup>\u3002\u8840\u6db2\u4e2d\u643a\u5e26\u6c27\u6c14\u7684\u8840\u7ea2\u86cb\u767d\u548c\u4e0d\u643a\u5e26\u6c27\u6c14\u7684\u8840\u7ea2\u86cb\u767d\uff0c\u5728\u4e0d\u540c\u6ce2\u957f\u7684\u5149\u4e0b\uff0c\u5438\u6536\u7387\u662f\u4e0d\u540c\u7684\u3002\u901a\u8fc7\u5206\u6790\u8fd9\u79cd\u5fae\u5c0f\u7684\u5dee\u5f02\uff0c\u5c31\u53ef\u4ee5\u8ba1\u7b97\u51fa\u8840\u6c27\u9971\u548c\u5ea6\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bf7\u770b\u8bba\u6587\u4e2d\u7684\u56fe5b\uff0c\u7814\u7a76\u4eba\u5458\u662f\u91cd\u70b9\u5206\u6790\u4e86\u54ea\u4e24\u4e2a\u7279\u5b9a\u6ce2\u957f\u7684\u8fd1\u7ea2\u5916\u5149\uff08NIR\uff09\u4fe1\u53f7\uff0c\u6765\u8ba1\u7b97\u8840\u6c27\u7684\uff1f\n<ul class=\"wp-block-list\">\n<li>780nm\u548c830nm<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>b, i, The transmission spectra through the finger were obtained at a collection rate of 100 Hz. ii, Two photoplethysmography(PPG) signals at 780 nm and 830 nm, corresponding to two bands with different intensities of HbO2 and Hb absorption. The blood oxygen saturation can be accurately determined by analysing and calibrating the PPG signals at these two characteristic bands.<\/p>\n<\/blockquote>\n\n\n\n<p>\u8bba\u6587\u4e2d\u89e3\u91ca\u9053\uff0c\u4e4b\u6240\u4ee5\u9009\u62e9\u8fd9\u4e24\u4e2a\u6ce2\u6bb5\uff0c\u662f\u56e0\u4e3a\u542b\u6c27\u8840\u7ea2\u86cb\u767d\u548c\u8131\u6c27\u8840\u7ea2\u86cb\u767d\u5bf9\u8fd9\u4e24\u4e2a\u6ce2\u957f\u7684\u5149\u7684\u5438\u6536\u7387\u6709\u660e\u663e\u7684\u5dee\u5f02 <sup><\/sup>\u3002\u901a\u8fc7\u6355\u6349\u8fd9\u79cd\u5fae\u5c0f\u7684\u5dee\u5f02\uff0c\u4f20\u611f\u5668\u5c31\u80fd\u51c6\u786e\u5730\u8ba1\u7b97\u51fa\u8840\u6c27\u9971\u548c\u5ea6\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u8840\u6c27\uff0c\u8bba\u6587\u8fd8\u5c55\u793a\u4e86\u53e6\u4e00\u4e2a\u4e0e\u5065\u5eb7\u76f8\u5173\u7684\u5e94\u7528\uff1a<strong>\u6c34\u8d28\u76d1\u6d4b<\/strong>\u3002\u4ed6\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u5b9e\u9a8c\u6765\u6a21\u62df\u6c61\u67d3\u7269\u5728\u6c34\u4e2d\u7684\u6269\u6563\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bf7\u770b\u56fe5c\u548c5d\uff0c\u7814\u7a76\u4eba\u5458\u5c06\u4e24\u79cd\u989c\u8272\u51e0\u4e4e\u4e00\u6837\u7684\u6eb6\u6db2\u6ce8\u5165\u6e05\u6c34\u4e2d\u3002\u76f8\u6bd4\u4e8e\u53ea\u80fd\u62cd\u6444\u666e\u901a\u7167\u7247\u7684RGB\u76f8\u673a\uff0cHyperspecl\u4f20\u611f\u5668\u63ed\u793a\u4e86\u4ec0\u4e48\u5173\u952e\u7684\u4e0d\u540c\u4e4b\u5904\uff1f\n<ul class=\"wp-block-list\">\n<li>\u662f\u5149\u8c31\u663e\u793a\u53d8\u5f97\u66f4\u660e\u663e\u4e86\u5417\uff1f<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5728\u666e\u901a\u7684RGB\u7167\u7247\u91cc\uff08\u56fe5c\u6700\u53f3\u4fa7\u4e00\u680f\uff09\uff0c\u8fd9\u4e24\u79cd\u6eb6\u6db2\u770b\u8d77\u6765\u90fd\u662f\u7ea2\u8272\u7684\uff0c\u51e0\u4e4e\u65e0\u6cd5\u533a\u5206 <sup><\/sup>\u3002\u4f46\u662f\uff0cHyperspecl\u4f20\u611f\u5668\u53ef\u4ee5\u770b\u5230\u4eba\u773c\u770b\u4e0d\u5230\u7684\u5149\u8c31\u8303\u56f4\u3002<\/p>\n\n\n\n<p>\u8bf7\u7279\u522b\u770b\u4e00\u4e0b\u5728 <strong>780 nm<\/strong> \u6ce2\u6bb5\uff08\u4e5f\u5c31\u662f\u8fd1\u7ea2\u5916\u5149\uff09\u7684\u56fe\u50cf\uff0c\u8fd9\u4e24\u79cd\u6eb6\u6db2\u663e\u793a\u51fa\u4e86\u4ec0\u4e48\u6837\u7684\u5dee\u5f02\uff1f<\/p>\n\n\n\n<p>\u5728780 nm\u8fd9\u4e2a\u5bf9\u4eba\u773c\u4e0d\u53ef\u89c1\u7684\u8fd1\u7ea2\u5916\u6ce2\u6bb5\uff0c\u4e24\u79cd\u6eb6\u6db2\u5448\u73b0\u51fa\u4e00\u660e\u4e00\u6697\u7684\u663e\u8457\u533a\u522b <sup><\/sup><sup><\/sup><sup><\/sup><sup><\/sup>\u3002\u8fd9\u8bf4\u660e\uff0c\u5c3d\u7ba1\u5b83\u4eec\u5728\u53ef\u89c1\u5149\u4e0b\u989c\u8272\u76f8\u540c\uff0c\u4f46\u5728\u5149\u8c31\u7684\u201c\u6307\u7eb9\u201d\u4e0a\uff0c\u5b83\u4eec\u7684\u5316\u5b66\u6210\u5206\u5b8c\u5168\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u5b9e\u9a8c\u5b8c\u7f8e\u5730\u5c55\u793a\u4e86Hyperspecl\u4f20\u611f\u5668\u5982\u4f55\u533a\u5206\u90a3\u4e9b\u770b\u8d77\u6765\u4e00\u6837\u4f46\u672c\u8d28\u4e0d\u540c\u7684\u7269\u8d28\u3002\u8fd9\u5728\u6c34\u8d28\u76d1\u6d4b\u6216\u98df\u54c1\u5b89\u5168\u68c0\u6d4b\u7b49\u9886\u57df\u975e\u5e38\u6709\u7528\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bba\u6587\u6700\u540e\u8fd8\u63d0\u5230\u4e86<strong>\u5de5\u4e1a\u81ea\u52a8\u5316<\/strong>\uff08industrial automation\uff09\u9886\u57df\u3002\u6839\u636e\u6587\u7ae0\u5185\u5bb9\uff0c\u7814\u7a76\u4eba\u5458\u5229\u7528\u4f20\u611f\u5668\u5b8c\u6210\u4e86\u54ea\u4e24\u9879\u5177\u4f53\u7684\u68c0\u6d4b\u4efb\u52a1\uff1f\n<ul class=\"wp-block-list\">\n<li>\u5c31\u662f<strong>\u7eba\u7ec7\u54c1\u5206\u7c7b<\/strong>\u548c<strong>\u82f9\u679c\u78b0\u4f24\u68c0\u6d4b<\/strong>\u8fd9\u4e24\u9879\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u6211\u4eec\u5148\u6765\u770b<strong>\u7eba\u7ec7\u54c1\u5206\u7c7b<\/strong>\u3002<\/p>\n\n\n\n<p>\u5982\u56fe6b\u6240\u793a\uff0c\u5f88\u591a\u68c9\uff08Cotton\uff09\u548c\u805a\u916f\u7ea4\u7ef4\uff08Polyester\uff09\u9762\u6599\u5728\u5916\u89c2\u4e0a\u53ef\u80fd\u975e\u5e38\u76f8\u4f3c\uff0c\u4eba\u773c\u96be\u4ee5\u533a\u5206\u3002\u7136\u800c\uff0c\u5b83\u4eec\u7684\u6750\u8d28\u5728\u5206\u5b50\u5c42\u9762\u662f\u5b8c\u5168\u4e0d\u540c\u7684\uff0c\u56e0\u6b64\u5b83\u4eec\u5bf9\u5149\u7ebf\u7684\u5438\u6536\u548c\u53cd\u5c04\u7279\u6027\u4e5f\u4e0d\u540c\uff0c\u5c24\u5176\u662f\u5728\u4eba\u773c\u770b\u4e0d\u5230\u7684\u8fd1\u7ea2\u5916\u6ce2\u6bb5\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bf7\u770b\u56fe6c\u4e2d\u7684\u5149\u8c31\u66f2\u7ebf\uff0c\u68c9\u548c\u805a\u916f\u7ea4\u7ef4\u7684\u5149\u8c31\u201c\u6307\u7eb9\u201d\u6709\u4ec0\u4e48\u5173\u952e\u533a\u522b\uff1f\n<ul class=\"wp-block-list\">\n<li>\u989c\u8272\u548c\u7eb9\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u4ece\u6211\u4eec\u8089\u773c\u7684\u89d2\u5ea6\u770b\uff0c\u989c\u8272\u548c\u7eb9\u7406\u786e\u5b9e\u662f\u533a\u5206\u7ec7\u7269\u7684\u65b9\u5f0f\u3002\u4f46\u5c31\u50cf\u6211\u4eec\u4e4b\u524d\u5728\u6c34\u8d28\u68c0\u6d4b\u4e2d\u770b\u5230\u7684\u90a3\u6837\uff0cHyperspecl\u4f20\u611f\u5668\u80fd\u770b\u5230\u6211\u4eec\u770b\u4e0d\u5230\u7684\u4e1c\u897f\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u628a\u56fe6c\u4e2d\u7684\u5149\u8c31\u66f2\u7ebf\uff08spectral curve\uff09\u770b\u4f5c\u662f\u6bcf\u79cd\u6750\u6599\u72ec\u7279\u7684\u201c<strong>\u5149\u6307\u7eb9<\/strong>\u201d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56fe\u7684\u6a2a\u8f74\u4ee3\u8868\u5149\u7684\u6ce2\u957f\uff08\u4e5f\u5c31\u662f\u4e0d\u540c\u7684\u201c\u989c\u8272\u201d\uff0c\u5305\u62ec\u4eba\u773c\u770b\u4e0d\u5230\u7684\u7ea2\u5916\u5149\uff09\u3002<\/li>\n\n\n\n<li>\u7eb5\u8f74\u4ee3\u8868\u6750\u6599\u53cd\u5c04\u8fd9\u79cd\u5149\u7684\u5f3a\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bf7\u770b\u56fe\u7684\u53f3\u534a\u90e8\u5206\uff0c\u4e5f\u5c31\u662f\u5728<strong>\u8fd1\u7ea2\u5916\u533a\u57df<\/strong>\uff08\u5927\u7ea61000 nm\u4e4b\u540e\uff09\uff0c\u8fd9\u4e24\u6761\u5206\u522b\u4ee3\u8868\u68c9\u548c\u805a\u916f\u7ea4\u7ef4\u7684\u66f2\u7ebf\uff08\u201c\u5149\u6307\u7eb9\u201d\uff09\uff0c\u5728\u5f62\u72b6\u4e0a\u6709\u4ec0\u4e48\u660e\u663e\u7684\u4e0d\u540c\uff1f\n<ul class=\"wp-block-list\">\n<li>\u4e00\u4e2a\u5206\u6210\u4e86\u591a\u4e2a\u56db\u53f6\u8349\u5f62\u72b6\u7684\u56fe\u6848\uff0c\u800c\u53e6\u4e00\u4e2a\u4e0d\u5f62\u6210\u56fe\u6848\u5417\uff1f\u6211\u770b\u5230\u6ce2\u957f\u5728\u8fd1\u7ea2\u5916\u533a\u57df\uff081000nm\uff09\u4e4b\u540e\u4e24\u4e2a\uff08\u68c9\u548c\u805a\u916f\u7ea4\u7ef4\uff09\u5149\u8c31\u90fd\u5448\u73b0\u4e0b\u964d\u8d8b\u52bf\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u4e24\u4e2a\u5173\u952e\u70b9\uff1a\u4e24\u6761\u66f2\u7ebf\u90fd\u5728\u4e0b\u964d\uff0c\u800c\u4e14\u4ee3\u8868\u68c9\u7684\u66f2\u7ebf\u786e\u5b9e\u6709\u66f4\u591a\u3001\u66f4\u590d\u6742\u7684\u5f62\u72b6\u53d8\u5316\uff0c\u800c\u805a\u916f\u7ea4\u7ef4\u7684\u66f2\u7ebf\u5219\u5e73\u6ed1\u5f97\u591a\u3002<\/p>\n\n\n\n<p>\u4f60\u6240\u8bf4\u7684\u90a3\u4e9b\u72ec\u7279\u7684\u5f62\u72b6\uff0c\u5728\u5149\u8c31\u5206\u6790\u4e2d\u5176\u5b9e\u88ab\u79f0\u4e3a\u201c<strong>\u5438\u6536\u8c37<\/strong>\u201d\u3002\u8fd9\u4ee3\u8868\u68c9\u7ea4\u7ef4\u5728\u8fd9\u79cd\u7279\u5b9a\u6ce2\u957f\u7684\u5149\u4e0b\uff0c\u5438\u6536\u4e86\u66f4\u591a\u7684\u80fd\u91cf\uff0c\u6240\u4ee5\u53cd\u5c04\u51fa\u6765\u7684\u5149\u5c31\u53d8\u5c11\u4e86\uff0c\u66f2\u7ebf\u4e0a\u5c31\u51fa\u73b0\u4e86\u4e00\u4e2a\u201c\u51f9\u9677\u201d\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u50cf\u6bcf\u79cd\u6750\u6599\u90fd\u6709\u81ea\u5df1\u72ec\u7279\u7684\u201c\u5bc6\u7801\u201d\uff0c\u800cHyperspecl\u4f20\u611f\u5668\u5c31\u662f\u90a3\u4e2a\u80fd\u8bfb\u53d6\u5bc6\u7801\u7684\u8bbe\u5907\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6839\u636e\u8bba\u6587\u56fe6\u7684\u6807\u9898\u63cf\u8ff0\uff0c\u68c9\u7ec7\u7269\uff08cotton fabrics\uff09\u4e3b\u8981\u662f\u5728\u54ea\u4e9b\u6ce2\u957f\u9644\u8fd1\u51fa\u73b0\u4e86\u8fd9\u4e9b\u660e\u663e\u7684\u201c\u5438\u6536\u8c37\u201d\uff1f\n<ul class=\"wp-block-list\">\n<li>\u68c9\u7ec7\u7269\u57281220,1320\u548c1480nm\u9644\u8fd1\u51fa\u73b0\u4e86\u660e\u663e\u7684\u5438\u6536\u8c37\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u5c31\u662f\u56e0\u4e3a\u68c9\u548c\u805a\u916f\u7ea4\u7ef4\u5728\u8fd9\u4e9b\u7279\u5b9a\u7684\u8fd1\u7ea2\u5916\u6ce2\u6bb5\u6709\u81ea\u5df1\u72ec\u7279\u7684\u201c\u5438\u6536\u8c37\u201d\uff0c\u4f20\u611f\u5668\u548c\u7b97\u6cd5\u624d\u80fd\u5c06\u5b83\u4eec\u7cbe\u51c6\u5730\u533a\u5206\u5f00\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6765\u770b\u6700\u540e\u4e00\u4e2a\u5e94\u7528\u6848\u4f8b\uff1a<strong>\u82f9\u679c\u78b0\u4f24\u68c0\u6d4b<\/strong>\u3002<\/p>\n\n\n\n<p>\u5f88\u591a\u65f6\u5019\u82f9\u679c\u7684\u78b0\u4f24\u53d1\u751f\u5728\u679c\u76ae\u4e4b\u4e0b\uff0c\u7528\u8089\u773c\u662f\u770b\u4e0d\u51fa\u6765\u7684\uff0c\u8fd9\u5728\u5de5\u4e1a\u5206\u62e3\u4e2d\u662f\u4e2a\u5927\u95ee\u9898\u3002\u78b0\u4f24\u7684\u7ec4\u7ec7\u548c\u5065\u5eb7\u7684\u7ec4\u7ec7\uff0c\u5176\u542b\u6c34\u91cf\u548c\u7ec6\u80de\u7ed3\u6784\u90fd\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u8fd9\u540c\u6837\u4f1a\u6539\u53d8\u5b83\u4eec\u7684\u5149\u8c31\u201c\u6307\u7eb9\u201d\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8bf7\u770b\u56fe6e\u7684\u5149\u8c31\u66f2\u7ebf\u3002\u548c\u6b63\u5e38\u7684\u679c\u8089\uff08Normal\uff09\u76f8\u6bd4\uff0c\u78b0\u4f24\u7684\u679c\u8089\uff08Bruise\uff09\u5728\u54ea\u4e9b\u8fd1\u7ea2\u5916\u6ce2\u6bb5\u4e5f\u8868\u73b0\u51fa\u4e86\u660e\u663e\u7684\u201c\u5438\u6536\u8c37\u201d\uff1f\n<ul class=\"wp-block-list\">\n<li>1060\uff0c1260\u548c1440nm<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u8bba\u6587\u4e2d\u63d0\u5230\uff0c\u8fd9\u662f\u56e0\u4e3a\u78b0\u4f24\u7ec4\u7ec7\u7684\u542b\u6c34\u91cf\u53d1\u751f\u4e86\u53d8\u5316\uff0c\u5bfc\u81f4\u5b83\u5728\u8fd9\u4e9b\u7279\u5b9a\u7684\u8fd1\u7ea2\u5916\u6ce2\u6bb5\u5bf9\u5149\u7684\u5438\u6536\u66f4\u5f3a\u3002\u8fd9\u4f7f\u5f97\u4f20\u611f\u5668\u80fd\u591f\u8f7b\u677e\u5730\u201c\u770b\u7a7f\u201d\u679c\u76ae\uff0c\u8bc6\u522b\u51fa\u4eba\u773c\u65e0\u6cd5\u5bdf\u89c9\u7684\u5185\u90e8\u635f\u4f24\u3002<\/p>\n\n\n\n<p>\u81f3\u6b64\uff0c\u6211\u4eec\u5c31\u5b8c\u6574\u5730\u5b66\u4e60\u4e86\u8fd9\u7bc7\u8bba\u6587\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6211\u4eec\u4ece\u4f20\u7edf\u6280\u672f\u7684\u5c40\u9650\u6027\u51fa\u53d1\uff0c\u7406\u89e3\u4e86\u7814\u7a76\u4eba\u5458\u5982\u4f55\u901a\u8fc7\u201c\u7247\u4e0a\u96c6\u6210\u201d\u7684\u601d\u8def\uff0c\u8bbe\u8ba1\u51fa\u96c6\u6210\u4e86BMSFA\u548c\u4f20\u611f\u5668\u82af\u7247\u7684\u65b0\u578bHyperspecl\u4f20\u611f\u5668\u3002\u6211\u4eec\u8fd8\u770b\u5230\u4e86\u5b83\u5982\u4f55\u901a\u8fc7\u201c\u5bbd\u5e26\u201d\u8bbe\u8ba1\u548cSRNet\u91cd\u5efa\u7b97\u6cd5<sup>\u6ce81<\/sup>\uff0c\u5b9e\u73b0\u4e86\u9ad8\u5149\u80fd\u5229\u7528\u7387\u548c\u9ad8\u901f\u6210\u50cf\uff0c\u5e76\u6210\u529f\u5e94\u7528\u4e8e\u519c\u4e1a\u3001\u5065\u5eb7\u3001\u5de5\u4e1a\u7b49\u591a\u4e2a\u9886\u57df\u3002<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<p>\u6ce81\uff1a<\/p>\n\n\n\n<p>\u9ad8\u5149\u901a\u91cf\u548c\u9ad8\u901f\u6210\u50cf\u4e3b\u8981\u7531\u4f20\u611f\u5668\u7684\u786c\u4ef6\u8bbe\u8ba1\uff08\u5bbd\u5e26\u6ee4\u5149\u7247\u9635\u5217\u548c\u4f20\u611f\u5668\u82af\u7247\uff09\u5b9e\u73b0\u3002<\/p>\n\n\n\n<p>SRNet\u7b97\u6cd5\u662f\u8f6f\u4ef6\u7ec4\u4ef6\uff0c\u5b83\u80fd\u591f\u5904\u7406\u786c\u4ef6\u91c7\u96c6\u7684\u6570\u636e\u5e76\u751f\u6210\u6700\u7ec8\u56fe\u50cf\u3002<\/p>\n\n\n\n<p>\u5de5\u4f5c\u539f\u7406\u5982\u4e0b\uff1a<\/p>\n\n\n\n<p>SRNet\uff08\u5149\u8c31\u91cd\u5efa\u7f51\u7edc\uff09\u662f\u7814\u7a76\u4eba\u5458\u4e3a\u89e3\u51b3\u7279\u5b9a\u95ee\u9898\u800c\u5b9a\u5236\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff1a\u5c06\u4f20\u611f\u5668\u91c7\u96c6\u7684\u539f\u59cb\u4e8c\u7ef4\u7f16\u7801\u56fe\u50cf\u8f6c\u6362\u4e3a\u5b8c\u6574\u76843D\u9ad8\u5149\u8c31\u6570\u636e\u7acb\u65b9\u4f53\u3002<\/p>\n\n\n\n<p>\u67b6\u6784\uff1a\u5b83\u662f\u4e00\u79cd\u6df7\u5408\u795e\u7ecf\u7f51\u7edc\uff0c\u7ed3\u5408\u4e86\u4e24\u79cd\u5f3a\u5927\u67b6\u6784\u7684\u4f18\u52bf\uff1aTransformer\u548c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\uff08CNN\uff09\u3002<\/p>\n\n\n\n<p>\u7ed3\u6784\uff1a\u8be5\u7f51\u7edc\u57fa\u4e8e\u201cU-Net\u201d\u67b6\u6784\u3002<\/p>\n\n\n\n<p>\u5173\u952e\u7ec4\u4ef6\uff1a\u5176\u6700\u91cd\u8981\u7684\u90e8\u5206\u662f\u81ea\u5b9a\u4e49\u201c\u5149\u8c31\u6ce8\u610f\u529b\u6a21\u5757\u201d\uff08SAM\uff09\u3002\u8be5\u6a21\u5757\u4e13\u95e8\u7528\u4e8e\u805a\u7126\u5e76\u63d0\u53d6\u539f\u59cb\u6570\u636e\u4e2d\u7f16\u7801\u7684\u4e30\u5bcc\u5149\u8c31\u7279\u5f81\u3002<\/p>\n\n\n\n<p>\u7b80\u800c\u8a00\u4e4b\uff0cSRNet\u662f\u4e00\u4e2a\u9ad8\u5ea6\u4e13\u4e1a\u5316\u7684\u201c\u89e3\u7801\u5668\u201d\uff0c\u5b83\u7ecf\u8fc7\u8bad\u7ec3\uff0c\u80fd\u591f\u7406\u89e3BMSFA\u786c\u4ef6\u5c06\u5149\u8c31\u4fe1\u606f\u7f16\u7801\u5230\u4e8c\u7ef4\u56fe\u50cf\u4e2d\u7684\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>SRNet\u5982\u4f55\u53d1\u6325\u786c\u4ef6\u4f18\u52bf\uff1f<br>SRNet\u672c\u8eab\u5e76\u4e0d\u80fd\u5b9e\u73b0\u9ad8\u5149\u901a\u91cf\u6216\u9ad8\u901f\u6210\u50cf\uff0c\u4f46\u5b83\u662f\u89e3\u9501\u8fd9\u4e9b\u786c\u4ef6\u4f18\u52bf\u7684\u5173\u952e\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>The BMSFA is composed of different broadband spectral modulation materials at different spatial locations. In contrast to the conventional narrow-band filters, the BMSFA can modulate incident light across the entire wide spectral range, resulting in much higher light throughput that benefits low-light and long-distance imaging applications.<\/p>\n<\/blockquote>\n\n\n\n<p>\u6570\u636e\u91c7\u96c6\uff08\u786c\u4ef6\u7684\u4f5c\u7528\uff09\uff1a\u7531\u4e8e\u4f20\u611f\u5668\u4f7f\u7528\u5bbd\u5e26\u6ee4\u5149\u7247\uff0c\u56e0\u6b64\u80fd\u591f\u900f\u5c04\u5927\u91cf\u5149\u7ebf\uff08\u9ad8\u5149\u901a\u91cf\uff09\u3002\u5b83\u5728\u4e00\u5e27\u56fe\u50cf\u4e2d\u6355\u83b7\u6240\u6709\u5149\u8c31\u4fe1\u606f\uff0c\u65e0\u9700\u4efb\u4f55\u673a\u68b0\u626b\u63cf\uff08\u4ece\u800c\u5b9e\u73b0\u9ad8\u8fbe124\u5e27\/\u79d2\u7684\u9ad8\u901f\u6210\u50cf\uff09\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p> The modulated information is then intrinsically compressed and acquired by the underlying broadband monochrome sensor chip, enabling spatial\u2013spectral compression with full temporal resolution.<\/p>\n<\/blockquote>\n\n\n\n<p>\u6311\u6218\uff1a\u786c\u4ef6\u6355\u83b7\u7684\u5355\u5e27\u56fe\u50cf\u5e76\u975e\u666e\u901a\u56fe\u50cf\u3002\u5b83\u662f\u4e00\u79cd\u538b\u7f29\u7684\u4e8c\u7ef4\u6d4b\u91cf\u503c\uff0c\u5176\u4e2d\u6765\u81ea\u4e0d\u540c\u6ce2\u957f\u7684\u6240\u6709\u5149\u8c31\u6570\u636e\u88ab\u201c\u6df7\u6742\u201d\u5728\u4e00\u8d77\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>we derived a lightweight and high-performance neural network (spectral reconstruction network (SRNet)), which has stronger feature extraction and prior modelling ability. Consequently,we can reconstruct hyperspectral images (HSIs) with high spatial and spectral resolution from each frame, realizing high-throughput real-time hyperspectral imaging.<\/p>\n<\/blockquote>\n\n\n\n<p>\u91cd\u5efa\uff08SRNet\u7684\u4f5c\u7528\uff09\uff1aSRNet\u7b97\u6cd5\u4ee5\u5355\u5e27\u9ad8\u8d28\u91cf\uff08\u5f97\u76ca\u4e8e\u9ad8\u5149\u901a\u91cf\uff09\u4e14\u77ac\u65f6\u6355\u83b7\uff08\u5f97\u76ca\u4e8e\u9ad8\u901f\uff09\u7684\u56fe\u50cf\u4f5c\u4e3a\u8f93\u5165\u3002\u5176\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u6267\u884c\u590d\u6742\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u5bf9\u6570\u636e\u8fdb\u884c\u201c\u89e3\u6df7\u201d\uff0c\u91cd\u5efa\u56fe\u50cf\u4e2d\u6bcf\u4e2a\u50cf\u7d20\u768496\u4e2a\u4e0d\u540c\u6ce2\u957f\u901a\u9053\u3002\u56e0\u6b64\uff0cSRNet\u4f7f\u5f97\u8be5\u7cfb\u7edf\u5177\u6709\u5b9e\u9645\u5e94\u7528\u4ef7\u503c\u3002\u5b83\u8ba9\u786c\u4ef6\u53d1\u6325\u5176\u4f18\u52bf\u2014\u2014\u5feb\u901f\u6355\u6349\u5927\u91cf\u5149\u4fe1\u53f7\u2014\u2014\u540c\u65f6\u8fd8\u80fd\u5904\u7406\u5c06\u8fd9\u4e9b\u539f\u59cb\u6570\u636e\u8f6c\u6362\u6210\u5177\u6709\u79d1\u5b66\u4ef7\u503c\u7684\u9ad8\u5149\u8c31\u56fe\u50cf\u8fd9\u4e00\u590d\u6742\u4efb\u52a1\uff0c\u4ece\u800c\u5b9e\u73b0\u4e86\u9ad8\u541e\u5410\u91cf\u3001\u5b9e\u65f6\u9ad8\u5149\u8c31\u6210\u50cf\u7684\u76ee\u6807\u3002<\/p>\n\n\n\n<p>-\u4ee5\u4e0b\u7a7a\u767d-<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u671f\u8bc4\u8ff0\u6587\u7ae0\uff1a \u603b\u7ed3\u5185\u5bb9\uff1a \u5f15\u8a00 \u9ad8\u5149\u8c31\u6210\u50cf\u6280\u672f\u80fd\u591f\u83b7\u53d6\u7269\u4f53\u7684\u9ad8\u7ef4\u4fe1\u606f\uff0c\u5305\u62ec\u5176\u7a7a\u95f4\u3001\u65f6\u95f4\u548c\u5149\u8c31\u6570\u636e\u3002\u53ef\u4ee5\u5c06\u5176\u60f3 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3497,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-3484","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-microtalk"],"_links":{"self":[{"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/posts\/3484","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/comments?post=3484"}],"version-history":[{"count":14,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/posts\/3484\/revisions"}],"predecessor-version":[{"id":3499,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/posts\/3484\/revisions\/3499"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/media\/3497"}],"wp:attachment":[{"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/media?parent=3484"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/categories?post=3484"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.leexinghai.com\/aic\/wp-json\/wp\/v2\/tags?post=3484"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}