Method and device for identifying snow covering on insulator of power transmission line and electronic equipment
The invention discloses a method and a device for identifying snow covering on an insulator of a power transmission line, and electronic equipment. The method comprises the following steps: acquiring a plurality of insulator images; respectively carrying out image enhancement processing on the plura...
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| creator | WU YOUCHAO ZHOU SHANGHU WANG XIAOFENG JIA HAILONG WANG LILI LI QIUYANG YANG TAOHUI DONG SHENGCHENG MA XUDONG WU TONGSHENG JIANG LING MA ZHIQING ZHANG CHENGLEI LIU BIN WANG LIANZHONG WANG SHENGJIE QU QUANLEI LIN WANDE |
| description | The invention discloses a method and a device for identifying snow covering on an insulator of a power transmission line, and electronic equipment. The method comprises the following steps: acquiring a plurality of insulator images; respectively carrying out image enhancement processing on the plurality of insulator images by adopting an image enhancement method to obtain a plurality of first insulator images; adopting a pre-constructed de-noising convolutional neural network to perform de-noising processing on the plurality of first insulator images to obtain a plurality of second insulator images; inputting the plurality of second insulator images into a pre-constructed initial insulator snow-covering identification model for training to obtain a target insulator snow-covering identification model; and identifying the to-be-identified insulator image by using the target insulator snow-covering identification model to obtain a snow-covering identification result corresponding to the to-be-identified insulato |
| format | Patent |
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The method comprises the following steps: acquiring a plurality of insulator images; respectively carrying out image enhancement processing on the plurality of insulator images by adopting an image enhancement method to obtain a plurality of first insulator images; adopting a pre-constructed de-noising convolutional neural network to perform de-noising processing on the plurality of first insulator images to obtain a plurality of second insulator images; inputting the plurality of second insulator images into a pre-constructed initial insulator snow-covering identification model for training to obtain a target insulator snow-covering identification model; and identifying the to-be-identified insulator image by using the target insulator snow-covering identification model to obtain a snow-covering identification result corresponding to the to-be-identified insulato</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL ; PHYSICS</subject><creationdate>2023</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20230203&DB=EPODOC&CC=CN&NR=115689940A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,776,881,25543,76293</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20230203&DB=EPODOC&CC=CN&NR=115689940A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>WU YOUCHAO</creatorcontrib><creatorcontrib>ZHOU SHANGHU</creatorcontrib><creatorcontrib>WANG XIAOFENG</creatorcontrib><creatorcontrib>JIA HAILONG</creatorcontrib><creatorcontrib>WANG LILI</creatorcontrib><creatorcontrib>LI QIUYANG</creatorcontrib><creatorcontrib>YANG TAOHUI</creatorcontrib><creatorcontrib>DONG SHENGCHENG</creatorcontrib><creatorcontrib>MA XUDONG</creatorcontrib><creatorcontrib>WU TONGSHENG</creatorcontrib><creatorcontrib>JIANG LING</creatorcontrib><creatorcontrib>MA ZHIQING</creatorcontrib><creatorcontrib>ZHANG CHENGLEI</creatorcontrib><creatorcontrib>LIU BIN</creatorcontrib><creatorcontrib>WANG LIANZHONG</creatorcontrib><creatorcontrib>WANG SHENGJIE</creatorcontrib><creatorcontrib>QU QUANLEI</creatorcontrib><creatorcontrib>LIN WANDE</creatorcontrib><title>Method and device for identifying snow covering on insulator of power transmission line and electronic equipment</title><description>The invention discloses a method and a device for identifying snow covering on an insulator of a power transmission line, and electronic equipment. The method comprises the following steps: acquiring a plurality of insulator images; respectively carrying out image enhancement processing on the plurality of insulator images by adopting an image enhancement method to obtain a plurality of first insulator images; adopting a pre-constructed de-noising convolutional neural network to perform de-noising processing on the plurality of first insulator images to obtain a plurality of second insulator images; inputting the plurality of second insulator images into a pre-constructed initial insulator snow-covering identification model for training to obtain a target insulator snow-covering identification model; and identifying the to-be-identified insulator image by using the target insulator snow-covering identification model to obtain a snow-covering identification result corresponding to the to-be-identified insulato</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjE0KwjAQRrtxIeodxgMIFn-wSymKG125l5BMdCCdiZm0xdtbxQO4-nh8jzcu4hnzQxwYduCwI4vgJQE55Ez-RXwHZenBSofpQ8JArG0wedDEQ5QeE-RkWBtSpeEPxPgNYkCbkzBZwGdLsRmi02LkTVCc_XZSzI-Ha31aYJQbajQWGfOtvpTlZrurqvVyv_rHeQOe3UQb</recordid><startdate>20230203</startdate><enddate>20230203</enddate><creator>WU YOUCHAO</creator><creator>ZHOU SHANGHU</creator><creator>WANG XIAOFENG</creator><creator>JIA HAILONG</creator><creator>WANG LILI</creator><creator>LI QIUYANG</creator><creator>YANG TAOHUI</creator><creator>DONG SHENGCHENG</creator><creator>MA XUDONG</creator><creator>WU TONGSHENG</creator><creator>JIANG LING</creator><creator>MA ZHIQING</creator><creator>ZHANG CHENGLEI</creator><creator>LIU BIN</creator><creator>WANG LIANZHONG</creator><creator>WANG SHENGJIE</creator><creator>QU QUANLEI</creator><creator>LIN WANDE</creator><scope>EVB</scope></search><sort><creationdate>20230203</creationdate><title>Method and device for identifying snow covering on insulator of power transmission line and electronic equipment</title><author>WU YOUCHAO ; ZHOU SHANGHU ; WANG XIAOFENG ; JIA HAILONG ; WANG LILI ; LI QIUYANG ; YANG TAOHUI ; DONG SHENGCHENG ; MA XUDONG ; WU TONGSHENG ; JIANG LING ; MA ZHIQING ; ZHANG CHENGLEI ; LIU BIN ; WANG LIANZHONG ; WANG SHENGJIE ; QU QUANLEI ; LIN WANDE</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN115689940A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2023</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>WU YOUCHAO</creatorcontrib><creatorcontrib>ZHOU SHANGHU</creatorcontrib><creatorcontrib>WANG XIAOFENG</creatorcontrib><creatorcontrib>JIA HAILONG</creatorcontrib><creatorcontrib>WANG LILI</creatorcontrib><creatorcontrib>LI QIUYANG</creatorcontrib><creatorcontrib>YANG TAOHUI</creatorcontrib><creatorcontrib>DONG SHENGCHENG</creatorcontrib><creatorcontrib>MA XUDONG</creatorcontrib><creatorcontrib>WU TONGSHENG</creatorcontrib><creatorcontrib>JIANG LING</creatorcontrib><creatorcontrib>MA ZHIQING</creatorcontrib><creatorcontrib>ZHANG CHENGLEI</creatorcontrib><creatorcontrib>LIU BIN</creatorcontrib><creatorcontrib>WANG LIANZHONG</creatorcontrib><creatorcontrib>WANG SHENGJIE</creatorcontrib><creatorcontrib>QU QUANLEI</creatorcontrib><creatorcontrib>LIN WANDE</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>WU YOUCHAO</au><au>ZHOU SHANGHU</au><au>WANG XIAOFENG</au><au>JIA HAILONG</au><au>WANG LILI</au><au>LI QIUYANG</au><au>YANG TAOHUI</au><au>DONG SHENGCHENG</au><au>MA XUDONG</au><au>WU TONGSHENG</au><au>JIANG LING</au><au>MA ZHIQING</au><au>ZHANG CHENGLEI</au><au>LIU BIN</au><au>WANG LIANZHONG</au><au>WANG SHENGJIE</au><au>QU QUANLEI</au><au>LIN WANDE</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Method and device for identifying snow covering on insulator of power transmission line and electronic equipment</title><date>2023-02-03</date><risdate>2023</risdate><abstract>The invention discloses a method and a device for identifying snow covering on an insulator of a power transmission line, and electronic equipment. The method comprises the following steps: acquiring a plurality of insulator images; respectively carrying out image enhancement processing on the plurality of insulator images by adopting an image enhancement method to obtain a plurality of first insulator images; adopting a pre-constructed de-noising convolutional neural network to perform de-noising processing on the plurality of first insulator images to obtain a plurality of second insulator images; inputting the plurality of second insulator images into a pre-constructed initial insulator snow-covering identification model for training to obtain a target insulator snow-covering identification model; and identifying the to-be-identified insulator image by using the target insulator snow-covering identification model to obtain a snow-covering identification result corresponding to the to-be-identified insulato</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS |
| title | Method and device for identifying snow covering on insulator of power transmission line and electronic equipment |
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