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IT/IST/IPLeiria Report on JPEG PCC Core Experiment 4.2: Sparse Convolutions

dc.contributor.authorGuarda, André
dc.contributor.authorRodrigues, Nuno
dc.contributor.authorPereira, Fernando
dc.date.accessioned2023-07-27T15:06:33Z
dc.date.available2023-07-27T15:06:33Z
dc.date.issued2023-07
dc.date.updated2023-07-27T11:35:31Z
dc.description.abstractContext and Objective: The current VM uses a dense 3D representation with dense convolutions Problem: Heavy in computation complexity, cannot encode a full point cloud at once; Underperforms for sparse point cloud Objective: Implement the DL models in the VM with a sparse tensor representation, and verify its performancept_PT
dc.description.versionN/Apt_PT
dc.identifier.slugcv-prod-3311450
dc.identifier.urihttp://hdl.handle.net/10400.8/8701
dc.language.isoengpt_PT
dc.relationDeep learning-based Point Cloud Representation
dc.subjectJPEG PCC Corept_PT
dc.subjectSparse Convolutionspt_PT
dc.titleIT/IST/IPLeiria Report on JPEG PCC Core Experiment 4.2: Sparse Convolutionspt_PT
dc.title.alternativeISO/IEC JTC 1/SC29/WG1 M100113pt_PT
dc.title.alternativeDoc. WG1m100113pt_PT
dc.typeother
dspace.entity.typePublication
oaire.awardTitleDeep learning-based Point Cloud Representation
oaire.awardURIinfo:eu-repo/grantAgreement/FCT/3599-PPCDT/PTDC%2FEEI-COM%2F1125%2F2021/PT
oaire.citation.conferencePlacePortugalpt_PT
oaire.fundingStream3599-PPCDT
person.familyNameGuarda
person.familyNameM. M. Rodrigues
person.familyNameBernardo Pereira
person.givenNameAndré
person.givenNameNuno
person.givenNameFernando Manuel
person.identifier.ciencia-idF811-146F-4EE9
person.identifier.ciencia-id8010-A48A-90F0
person.identifier.orcid0000-0001-5996-1074
person.identifier.orcid0000-0001-9536-1017
person.identifier.orcid0000-0001-6100-947X
person.identifier.scopus-author-id7006052345
person.identifier.scopus-author-id55952373800
project.funder.identifierhttp://doi.org/10.13039/501100001871
project.funder.nameFundação para a Ciência e a Tecnologia
rcaap.cv.cienciaid6917-B121-4E34 | NUNO MIGUEL MORAIS RODRIGUES
rcaap.rightsrestrictedAccesspt_PT
rcaap.typeotherpt_PT
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relation.isAuthorOfPublication.latestForDiscoveryb4ebe652-7f0e-4e67-adb0-d5ea29fc9e69
relation.isProjectOfPublicationa018adbc-131c-448f-acdc-fad90c525470
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