Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380087175> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W4380087175 endingPage "6946" @default.
- W4380087175 startingPage "6946" @default.
- W4380087175 abstract "Invoice recognition has long been an active research direction in the field of image recognition. Existing invoice recognition methods suffer from a low recognition rate for structured invoices, a slow recognition speed, and difficulty in mobile deployment. To address these issues, we propose an invoice-structured recognition method based on the StrucTexT model. This method uses the idea of knowledge distillation to speed up the recognition speed and compress the model size without reducing the model recognition rate; this is achieved using the teacher model StrucTexT to guide the student model StrucTexT_slim. The method can effectively solve the problems of slow model recognition speed and large model size that make mobile deployment difficult with traditional methods. Experimental results show that the proposed model achieves an accuracy rate of over 94% on the SROIE and FUNSD public datasets and over 95% on the self-built structured invoice dataset. In addition, the method is 30% faster than other models (YOLOv4, LeNet-5, and Tesseract-OCR) in terms of recognition speed, while the model size is compressed by about 20%." @default.
- W4380087175 created "2023-06-10" @default.
- W4380087175 creator A5007506563 @default.
- W4380087175 creator A5009866828 @default.
- W4380087175 creator A5015674482 @default.
- W4380087175 creator A5038955496 @default.
- W4380087175 creator A5081664662 @default.
- W4380087175 date "2023-06-08" @default.
- W4380087175 modified "2023-09-29" @default.
- W4380087175 title "A Structured Recognition Method for Invoices Based on StrucTexT Model" @default.
- W4380087175 cites W2194775991 @default.
- W4380087175 cites W2565639579 @default.
- W4380087175 cites W3054539493 @default.
- W4380087175 cites W3104953317 @default.
- W4380087175 cites W3176851559 @default.
- W4380087175 cites W3186909920 @default.
- W4380087175 doi "https://doi.org/10.3390/app13126946" @default.
- W4380087175 hasPublicationYear "2023" @default.
- W4380087175 type Work @default.
- W4380087175 citedByCount "0" @default.
- W4380087175 crossrefType "journal-article" @default.
- W4380087175 hasAuthorship W4380087175A5007506563 @default.
- W4380087175 hasAuthorship W4380087175A5009866828 @default.
- W4380087175 hasAuthorship W4380087175A5015674482 @default.
- W4380087175 hasAuthorship W4380087175A5038955496 @default.
- W4380087175 hasAuthorship W4380087175A5081664662 @default.
- W4380087175 hasBestOaLocation W43800871751 @default.
- W4380087175 hasConcept C105339364 @default.
- W4380087175 hasConcept C111919701 @default.
- W4380087175 hasConcept C119857082 @default.
- W4380087175 hasConcept C124101348 @default.
- W4380087175 hasConcept C153180895 @default.
- W4380087175 hasConcept C154945302 @default.
- W4380087175 hasConcept C202444582 @default.
- W4380087175 hasConcept C2781456945 @default.
- W4380087175 hasConcept C33923547 @default.
- W4380087175 hasConcept C41008148 @default.
- W4380087175 hasConcept C77088390 @default.
- W4380087175 hasConcept C9652623 @default.
- W4380087175 hasConceptScore W4380087175C105339364 @default.
- W4380087175 hasConceptScore W4380087175C111919701 @default.
- W4380087175 hasConceptScore W4380087175C119857082 @default.
- W4380087175 hasConceptScore W4380087175C124101348 @default.
- W4380087175 hasConceptScore W4380087175C153180895 @default.
- W4380087175 hasConceptScore W4380087175C154945302 @default.
- W4380087175 hasConceptScore W4380087175C202444582 @default.
- W4380087175 hasConceptScore W4380087175C2781456945 @default.
- W4380087175 hasConceptScore W4380087175C33923547 @default.
- W4380087175 hasConceptScore W4380087175C41008148 @default.
- W4380087175 hasConceptScore W4380087175C77088390 @default.
- W4380087175 hasConceptScore W4380087175C9652623 @default.
- W4380087175 hasFunder F4320321001 @default.
- W4380087175 hasIssue "12" @default.
- W4380087175 hasLocation W43800871751 @default.
- W4380087175 hasOpenAccess W4380087175 @default.
- W4380087175 hasPrimaryLocation W43800871751 @default.
- W4380087175 hasRelatedWork W1966028533 @default.
- W4380087175 hasRelatedWork W2021850411 @default.
- W4380087175 hasRelatedWork W2096848550 @default.
- W4380087175 hasRelatedWork W2961085424 @default.
- W4380087175 hasRelatedWork W4288754364 @default.
- W4380087175 hasRelatedWork W4306674287 @default.
- W4380087175 hasRelatedWork W4308734192 @default.
- W4380087175 hasRelatedWork W4312263439 @default.
- W4380087175 hasRelatedWork W4312831135 @default.
- W4380087175 hasRelatedWork W4224009465 @default.
- W4380087175 hasVolume "13" @default.
- W4380087175 isParatext "false" @default.
- W4380087175 isRetracted "false" @default.
- W4380087175 workType "article" @default.