Image processing method and device and storage medium
The embodiment of the invention discloses an image processing method and device and a storage medium. The method comprises the following steps: extracting corresponding semantic features from a sampleimage through a first neural network model; clustering the semantic features extracted from the samp...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Patent |
| Sprache: | chi ; eng |
| Schlagworte: | |
| Online-Zugang: | Volltext bestellen |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | |
|---|---|
| container_issue | |
| container_start_page | |
| container_title | |
| container_volume | |
| creator | MOU SHUAI XIAO WANPENG |
| description | The embodiment of the invention discloses an image processing method and device and a storage medium. The method comprises the following steps: extracting corresponding semantic features from a sampleimage through a first neural network model; clustering the semantic features extracted from the sample images to obtain semantic tags corresponding to the sample images; training a second neural network model through the sample image and the corresponding semantic tag; extracting corresponding semantic features from the first image in the first image library and the second image in the second image library through the second neural network model; determining a target semantic distance for distinguishing the first image from the second image library according to semantic features extracted from the first image and the second image; and retrieving a first image which is the same as the received to-be-retrieved image from the first image library according to the target semantic distance. According to the embodiment |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_CN110059807A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>CN110059807A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_CN110059807A3</originalsourceid><addsrcrecordid>eNrjZDD1zE1MT1UoKMpPTi0uzsxLV8hNLcnIT1FIzEtRSEkty0xOBTOLS_KLQApzU1MyS3N5GFjTEnOKU3mhNDeDoptriLOHbmpBfnxqcUFicmpeakm8s5-hoYGBqaWFgbmjMTFqAEn4LOc</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Image processing method and device and storage medium</title><source>esp@cenet</source><creator>MOU SHUAI ; XIAO WANPENG</creator><creatorcontrib>MOU SHUAI ; XIAO WANPENG</creatorcontrib><description>The embodiment of the invention discloses an image processing method and device and a storage medium. The method comprises the following steps: extracting corresponding semantic features from a sampleimage through a first neural network model; clustering the semantic features extracted from the sample images to obtain semantic tags corresponding to the sample images; training a second neural network model through the sample image and the corresponding semantic tag; extracting corresponding semantic features from the first image in the first image library and the second image in the second image library through the second neural network model; determining a target semantic distance for distinguishing the first image from the second image library according to semantic features extracted from the first image and the second image; and retrieving a first image which is the same as the received to-be-retrieved image from the first image library according to the target semantic distance. According to the embodiment</description><language>chi ; eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; HANDLING RECORD CARRIERS ; PHYSICS ; PRESENTATION OF DATA ; RECOGNITION OF DATA ; RECORD CARRIERS</subject><creationdate>2019</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=20190726&DB=EPODOC&CC=CN&NR=110059807A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76419</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20190726&DB=EPODOC&CC=CN&NR=110059807A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>MOU SHUAI</creatorcontrib><creatorcontrib>XIAO WANPENG</creatorcontrib><title>Image processing method and device and storage medium</title><description>The embodiment of the invention discloses an image processing method and device and a storage medium. The method comprises the following steps: extracting corresponding semantic features from a sampleimage through a first neural network model; clustering the semantic features extracted from the sample images to obtain semantic tags corresponding to the sample images; training a second neural network model through the sample image and the corresponding semantic tag; extracting corresponding semantic features from the first image in the first image library and the second image in the second image library through the second neural network model; determining a target semantic distance for distinguishing the first image from the second image library according to semantic features extracted from the first image and the second image; and retrieving a first image which is the same as the received to-be-retrieved image from the first image library according to the target semantic distance. According to the embodiment</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>HANDLING RECORD CARRIERS</subject><subject>PHYSICS</subject><subject>PRESENTATION OF DATA</subject><subject>RECOGNITION OF DATA</subject><subject>RECORD CARRIERS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2019</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZDD1zE1MT1UoKMpPTi0uzsxLV8hNLcnIT1FIzEtRSEkty0xOBTOLS_KLQApzU1MyS3N5GFjTEnOKU3mhNDeDoptriLOHbmpBfnxqcUFicmpeakm8s5-hoYGBqaWFgbmjMTFqAEn4LOc</recordid><startdate>20190726</startdate><enddate>20190726</enddate><creator>MOU SHUAI</creator><creator>XIAO WANPENG</creator><scope>EVB</scope></search><sort><creationdate>20190726</creationdate><title>Image processing method and device and storage medium</title><author>MOU SHUAI ; XIAO WANPENG</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_CN110059807A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>chi ; eng</language><creationdate>2019</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>HANDLING RECORD CARRIERS</topic><topic>PHYSICS</topic><topic>PRESENTATION OF DATA</topic><topic>RECOGNITION OF DATA</topic><topic>RECORD CARRIERS</topic><toplevel>online_resources</toplevel><creatorcontrib>MOU SHUAI</creatorcontrib><creatorcontrib>XIAO WANPENG</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>MOU SHUAI</au><au>XIAO WANPENG</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Image processing method and device and storage medium</title><date>2019-07-26</date><risdate>2019</risdate><abstract>The embodiment of the invention discloses an image processing method and device and a storage medium. The method comprises the following steps: extracting corresponding semantic features from a sampleimage through a first neural network model; clustering the semantic features extracted from the sample images to obtain semantic tags corresponding to the sample images; training a second neural network model through the sample image and the corresponding semantic tag; extracting corresponding semantic features from the first image in the first image library and the second image in the second image library through the second neural network model; determining a target semantic distance for distinguishing the first image from the second image library according to semantic features extracted from the first image and the second image; and retrieving a first image which is the same as the received to-be-retrieved image from the first image library according to the target semantic distance. According to the embodiment</abstract><oa>free_for_read</oa></addata></record> |
| fulltext | fulltext_linktorsrc |
| identifier | |
| ispartof | |
| issn | |
| language | chi ; eng |
| recordid | cdi_epo_espacenet_CN110059807A |
| source | esp@cenet |
| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING HANDLING RECORD CARRIERS PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS |
| title | Image processing method and device and storage medium |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T14%3A35%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=MOU%20SHUAI&rft.date=2019-07-26&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3ECN110059807A%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |