METHOD FOR DETECTING AN OBJECT IN AN IMAGE

The invention relates to a computer-implemented method for detecting an object in an image provided by a camera of a vehicle or in an image section of such image using an artificial neural network.The method comprises the steps of:- Providing an image of a camera of a vehicle or an image section of...

Full description

Saved in:
Bibliographic Details
Main Authors Schwalbe, Gesina, Keser, Mert
Format Patent
LanguageEnglish
French
German
Published 08.05.2024
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The invention relates to a computer-implemented method for detecting an object in an image provided by a camera of a vehicle or in an image section of such image using an artificial neural network.The method comprises the steps of:- Providing an image of a camera of a vehicle or an image section of such image to a prefilter (2) (S10), the prefilter (2) adapting image information included in the image or image section in order to provide output image information which is invariant with respect to image recording conditions (S11);- Providing output image information of the prefilter (2) to a concept extractor unit (3), the concept extractor unit (3) including an artificial neural network which establishes human-interpretable concept information of an object included in output image information, wherein the human-interpretable concept information comprises information if a set of object attributes is fulfilled by the object (S12);- Providing human-interpretable concept information to an object detection unit (4), the object detection unit (4) including an artificial neural network which provides information regarding an object included in the image or image section based on human-interpretable concept information (S13).
AbstractList The invention relates to a computer-implemented method for detecting an object in an image provided by a camera of a vehicle or in an image section of such image using an artificial neural network.The method comprises the steps of:- Providing an image of a camera of a vehicle or an image section of such image to a prefilter (2) (S10), the prefilter (2) adapting image information included in the image or image section in order to provide output image information which is invariant with respect to image recording conditions (S11);- Providing output image information of the prefilter (2) to a concept extractor unit (3), the concept extractor unit (3) including an artificial neural network which establishes human-interpretable concept information of an object included in output image information, wherein the human-interpretable concept information comprises information if a set of object attributes is fulfilled by the object (S12);- Providing human-interpretable concept information to an object detection unit (4), the object detection unit (4) including an artificial neural network which provides information regarding an object included in the image or image section based on human-interpretable concept information (S13).
Author Keser, Mert
Schwalbe, Gesina
Author_xml – fullname: Schwalbe, Gesina
– fullname: Keser, Mert
BookMark eNrjYmDJy89L5WTQ8nUN8fB3UXDzD1JwcQ1xdQ7x9HNXcPRT8HfyAnIUPP1AHE9fR3dXHgbWtMSc4lReKM3NoODmGuLsoZtakB-fWlyQmJyal1oS7xpgYmxmamFq7GhoTIQSALV8JWk
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 PROCÉDÉ DE DÉTECTION D'UN OBJET DANS UNE IMAGE
VERFAHREN ZUR DETEKTION EINES OBJEKTS IN EINEM BILD
ExternalDocumentID EP4365853A1
GroupedDBID EVB
ID FETCH-epo_espacenet_EP4365853A13
IEDL.DBID EVB
IngestDate Fri Jul 19 12:53:49 EDT 2024
IsOpenAccess true
IsPeerReviewed false
IsScholarly false
Language English
French
German
LinkModel DirectLink
MergedId FETCHMERGED-epo_espacenet_EP4365853A13
Notes Application Number: EP20220205562
OpenAccessLink https://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240508&DB=EPODOC&CC=EP&NR=4365853A1
ParticipantIDs epo_espacenet_EP4365853A1
PublicationCentury 2000
PublicationDate 20240508
PublicationDateYYYYMMDD 2024-05-08
PublicationDate_xml – month: 05
  year: 2024
  text: 20240508
  day: 08
PublicationDecade 2020
PublicationYear 2024
RelatedCompanies Continental Automotive Technologies GmbH
RelatedCompanies_xml – name: Continental Automotive Technologies GmbH
Score 3.5449486
Snippet The invention relates to a computer-implemented method for detecting an object in an image provided by a camera of a vehicle or in an image section of such...
SourceID epo
SourceType Open Access Repository
SubjectTerms CALCULATING
COMPUTING
COUNTING
PHYSICS
Title METHOD FOR DETECTING AN OBJECT IN AN IMAGE
URI https://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20240508&DB=EPODOC&locale=&CC=EP&NR=4365853A1
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LS8NAEB5Kfd60Kq0v9iA5CMGmSdrtIUiabJoKeSBReivdZgO9pMVE_PvOLmn1ord9wD4GZr6Z3XkAPIxsxIwhtXRhWGig0Hykj3PT1peDwsjHFl_RgQxwjuJh-Ga9zO15C9a7WBiVJ_RLJUdEjlohv9dKXm9_HrF85VtZPfE1Dm2eg8zxtcY6RnhChUPzJw5LEz_xNM_Dlha_OpaJUGubLhpKB1KLlmn22ftEBqVsfyNKcAaHKS5W1ufQEmUHTrxd4bUOHEfNf3cHjpSD5qrCwYYJqwt4jFgWJj5B-434LGNeNounxI1JomqXkFksO7PInbJLIAHLvFDH7Rf7qy5Yuj-oeQXtclOKLpBCFEtOlwKVFWpxe0ANQ3DeN3O7X0iR1oPen8tc_zN3A6eSZsp_j95Cu_74FHeIsTW_V9T5BtIweqw
link.rule.ids 230,309,786,891,25594,76903
linkProvider European Patent Office
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT8JAEJ4QfOBNUSM-92B6MGmkL1gOxJR2oVX6iKmGG-nSbcKlEKnx7zvdFPSit30k-5hk5ttvd2YH4L5vIWb0qKkKzUSCQrO-OsgMS031XMsGJl9QvQpwDsKe92Y-z6xZA5bbWBj5T-iX_BwRNWqB-l5Ke73-ucRypW_l5pEvsWn1NE6GrlKzY4QnPHAo7mjI4siNHMVxsKSEr0PTQKi1DBuJ0l4fGaFkSu-jKihl_RtRxsewH-NgRXkCDVG0oeVsE6-14TCo37vbcCAdNBcbbKyVcHMKDwFLvMglyN-IyxLmJH44IXZIIpm7hPhhVfEDe8LOgIxZ4ngqTj_fbXXO4t1CjXNoFqtCXADJRZ5ymgo8rFCTWzrVNMF518isbl6ZtA50_hzm8p--O2h5STCdT_3w5QqOKvlJXz56Dc3y41PcIN6W_FZK6huzOn2W
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=METHOD+FOR+DETECTING+AN+OBJECT+IN+AN+IMAGE&rft.inventor=Schwalbe%2C+Gesina&rft.inventor=Keser%2C+Mert&rft.date=2024-05-08&rft.externalDBID=A1&rft.externalDocID=EP4365853A1