Multi-scale feature fusion lightweight image defogging method based on physical perception
The invention discloses a multi-scale feature fusion lightweight image defogging method based on physical perception, and the method comprises the steps: inputting a foggy image into a multi-scale feature fusion lightweight image defogging model based on physical perception, and outputting a defogge...
Saved in:
Main Authors | , , , , , |
---|---|
Format | Patent |
Language | Chinese English |
Published |
26.12.2023
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The invention discloses a multi-scale feature fusion lightweight image defogging method based on physical perception, and the method comprises the steps: inputting a foggy image into a multi-scale feature fusion lightweight image defogging model based on physical perception, and outputting a defogged image; the multi-scale feature fusion lightweight image defogging model based on physical perception comprises a plurality of feature perception residual blocks and a multi-feature coupling module, wherein each feature sensing residual block comprises a plurality of physical feature sensing modules and a residual fusion module. Wherein the physical feature sensing module is used for extracting physical features of an input foggy image; the residual fusion module is used for performing feature fusion on the physical features extracted by the plurality of physical feature sensing modules to form fused physical features; and the multi-feature coupling module is used for splicing and reconstructing the fused physical |
---|---|
AbstractList | The invention discloses a multi-scale feature fusion lightweight image defogging method based on physical perception, and the method comprises the steps: inputting a foggy image into a multi-scale feature fusion lightweight image defogging model based on physical perception, and outputting a defogged image; the multi-scale feature fusion lightweight image defogging model based on physical perception comprises a plurality of feature perception residual blocks and a multi-feature coupling module, wherein each feature sensing residual block comprises a plurality of physical feature sensing modules and a residual fusion module. Wherein the physical feature sensing module is used for extracting physical features of an input foggy image; the residual fusion module is used for performing feature fusion on the physical features extracted by the plurality of physical feature sensing modules to form fused physical features; and the multi-feature coupling module is used for splicing and reconstructing the fused physical |
Author | KONG SIQI SU YUHAO KASUHIN SHI MINGZHU LIN XINHUI TAN MUXIAN |
Author_xml | – fullname: SHI MINGZHU – fullname: KASUHIN – fullname: SU YUHAO – fullname: LIN XINHUI – fullname: KONG SIQI – fullname: TAN MUXIAN |
BookMark | eNqNjDsOwjAUBF1Awe8OjwOkCEECShSBaKCioolMvHYsObaV5whxe4zEAWh2mpmdi4kPHjPxuI4u2YJb6UAaMo1D5sg2eHLWdOmF75LtpQEp6GCM9YZ6pC4oekqGouzG7s02n1DE0CKm3C_FVEvHWP24EOvz6V5fCsTQgKNs4ZGa-laWu82h3FfbY_WP8wGhJT1H |
ContentType | Patent |
DBID | EVB |
DatabaseName | esp@cenet |
DatabaseTitleList | |
Database_xml | – sequence: 1 dbid: EVB name: esp@cenet url: http://worldwide.espacenet.com/singleLineSearch?locale=en_EP sourceTypes: Open Access Repository |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Medicine Chemistry Sciences Physics |
DocumentTitleAlternate | 一种基于物理感知的多尺度特征融合轻量级图像去雾方法 |
ExternalDocumentID | CN117291834A |
GroupedDBID | EVB |
ID | FETCH-epo_espacenet_CN117291834A3 |
IEDL.DBID | EVB |
IngestDate | Fri Jul 19 13:05:38 EDT 2024 |
IsOpenAccess | true |
IsPeerReviewed | false |
IsScholarly | false |
Language | Chinese English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-epo_espacenet_CN117291834A3 |
Notes | Application Number: CN202311173284 |
OpenAccessLink | https://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231226&DB=EPODOC&CC=CN&NR=117291834A |
ParticipantIDs | epo_espacenet_CN117291834A |
PublicationCentury | 2000 |
PublicationDate | 20231226 |
PublicationDateYYYYMMDD | 2023-12-26 |
PublicationDate_xml | – month: 12 year: 2023 text: 20231226 day: 26 |
PublicationDecade | 2020 |
PublicationYear | 2023 |
RelatedCompanies | TIANJIN NORMAL UNIVERSITY |
RelatedCompanies_xml | – name: TIANJIN NORMAL UNIVERSITY |
Score | 3.6481168 |
Snippet | The invention discloses a multi-scale feature fusion lightweight image defogging method based on physical perception, and the method comprises the steps:... |
SourceID | epo |
SourceType | Open Access Repository |
SubjectTerms | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL PHYSICS |
Title | Multi-scale feature fusion lightweight image defogging method based on physical perception |
URI | https://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231226&DB=EPODOC&locale=&CC=CN&NR=117291834A |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LS8NAEB5qfd60KlofrCC5BZuYPvYQxG5SitC0SJXipWyS3VrRNJiUgr_e2TVtveh1E5Zkktlv5tuZbwGum7agiMI1s8YtbjrSoSalkWWGYS2Km7xh8UjxHb2g0X1yHkb1UQnelr0wWid0ocUR0aMi9Pdcr9fpmsTydG1ldhNOcWh21xm6nlFkxxisYDhheG3XH_S9PjMYc1lgBI-uhUBN8fd17jdgU4XRSmfff26rrpT0N6R09mFrgLMl-QGUvl4rsMuWJ69VYKdXbHhXYFtXaEYZDhZemB3Ci-6aNTM0ryBSaGlOIueK9yLvKtleaL6TTD9wsSCxkDNFK0_Iz2nRRAFXTPDetPhGJF1VtxzBVccfsq6Jjzte2WbMgvWb3R5DOZkl4gRIi2MaImkoWzRWioO8biMqSUx2uFJgiU6h-vc81f8unsGesrOq6LAb51DOP-fiAnE5Dy-1Qb8BnkKS1A |
link.rule.ids | 230,309,786,891,25594,76903 |
linkProvider | European Patent Office |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1bT8IwFD5BvOCbokTxVhOzt0WG49KHxUgHmcoGMWiIL6S7VDEKixsh8dd7Wgf4oq_t0nRnO_36fT3nFOCiUY0oonBFr3CD66YwqU5pYOi-XwnCBq8bPJB6h-vVnUfzblgb5uBtkQuj6oTOVXFE9KgA_T1V63W8ErFsFVuZXPpjbJpedwaWrWXsGDcruJ3Q7JbV7vfsHtMYs5ineQ-WgUBN8fc1b9ZgvYGUUFGlp5bMSol_Q0pnBzb6ONok3YXc12sRCmxx81oRttzswLsImypCM0iwMfPCZA-eVdasnqB5IyIiVZqTiJnUvci7JNtzpXeS8QcuFiSMxFTKyi_k57ZoIoErJPhsnH0jEi-jW_bhvNMeMEfH6Y6Wthkxb_VmVyXIT6aT6ABIkyMNEdQXTRrKioO8VkVUEkh2uKzAEhxC-e9xyv91nkHBGbjdUffWuz-CbWlzGd1RrR9DPv2cRSeI0al_qoz7DaFflb4 |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Apatent&rft.title=Multi-scale+feature+fusion+lightweight+image+defogging+method+based+on+physical+perception&rft.inventor=SHI+MINGZHU&rft.inventor=KASUHIN&rft.inventor=SU+YUHAO&rft.inventor=LIN+XINHUI&rft.inventor=KONG+SIQI&rft.inventor=TAN+MUXIAN&rft.date=2023-12-26&rft.externalDBID=A&rft.externalDocID=CN117291834A |