Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds

Detalles Bibliográficos
Autores: Wisultschew Puigdellivol, Cristian|||0000-0002-1434-9516, Pérez Vicente, Alejandro, Otero Marnotes, José Andrés|||0000-0003-4995-7009, Mujica Rojas, Gabriel Noe|||0000-0002-2964-2846, Portilla Berrueco, Jorge|||0000-0003-4896-6229
Tipo de recurso: artículo
Fecha de publicación:2022
País:España
Institución:Universidad Politécnica de Madrid
Repositorio:Archivo Digital UPM
OAI Identifier:oai:oa.upm.es:85896
Acceso en línea:https://oa.upm.es/85896/
Access Level:acceso abierto
Palabra clave:Computer architecture
Deep learning
deep neural networks
edge computing
Image edge detection
Laser radar
LiDAR
neural accelerators
object classification
point cloud
sensors
Three-dimensional displays
Computer Architecture
deep learning
Deep Neural Networks
Edge computing
Laser Radar
Point cloud
Point cloud compression
Sensors
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oai_identifier_str oai:oa.upm.es:85896
network_acronym_str ES
network_name_str España
repository_id_str
spelling Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point CloudsWisultschew Puigdellivol, Cristian|||0000-0002-1434-9516Pérez Vicente, AlejandroOtero Marnotes, José Andrés|||0000-0003-4995-7009Mujica Rojas, Gabriel Noe|||0000-0002-2964-2846Portilla Berrueco, Jorge|||0000-0003-4896-6229Computer architectureDeep learningdeep neural networksedge computingImage edge detectionLaser radarLiDARneural acceleratorsobject classificationpoint cloudsensorsThree-dimensional displaysComputer Architecturedeep learningDeep Neural NetworksEdge computingImage edge detectionLaser RadarLiDARneural acceleratorsobject classificationPoint cloudPoint cloud compressionSensorsThree-dimensional displays20222022-07-27journal articlehttp://purl.org/coar/resource_type/c_6501info:eu-repo/semantics/articlehttps://oa.upm.es/85896/reponame:Archivo Digital UPMinstname:Universidad Politécnica de MadridInglésenEuropean Commission 10.13039/501100000780 Horizon 2020 Framework Programme 876038 Intelligent Secure Trustable Thingsopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:oa.upm.es:858962026-06-21T12:45:07Z
dc.title.none.fl_str_mv Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
title Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
spellingShingle Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
Wisultschew Puigdellivol, Cristian|||0000-0002-1434-9516
Computer architecture
Deep learning
deep neural networks
edge computing
Image edge detection
Laser radar
LiDAR
neural accelerators
object classification
point cloud
sensors
Three-dimensional displays
Computer Architecture
deep learning
Deep Neural Networks
Edge computing
Image edge detection
Laser Radar
LiDAR
neural accelerators
object classification
Point cloud
Point cloud compression
Sensors
Three-dimensional displays
title_short Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
title_full Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
title_fullStr Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
title_full_unstemmed Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
title_sort Characterizing Deep Neural Networks on Edge Computing Systems for Object Classification in 3D Point Clouds
dc.creator.none.fl_str_mv Wisultschew Puigdellivol, Cristian|||0000-0002-1434-9516
Pérez Vicente, Alejandro
Otero Marnotes, José Andrés|||0000-0003-4995-7009
Mujica Rojas, Gabriel Noe|||0000-0002-2964-2846
Portilla Berrueco, Jorge|||0000-0003-4896-6229
author Wisultschew Puigdellivol, Cristian|||0000-0002-1434-9516
author_facet Wisultschew Puigdellivol, Cristian|||0000-0002-1434-9516
Pérez Vicente, Alejandro
Otero Marnotes, José Andrés|||0000-0003-4995-7009
Mujica Rojas, Gabriel Noe|||0000-0002-2964-2846
Portilla Berrueco, Jorge|||0000-0003-4896-6229
author_role author
author2 Pérez Vicente, Alejandro
Otero Marnotes, José Andrés|||0000-0003-4995-7009
Mujica Rojas, Gabriel Noe|||0000-0002-2964-2846
Portilla Berrueco, Jorge|||0000-0003-4896-6229
author2_role author
author
author
author
dc.subject.none.fl_str_mv Computer architecture
Deep learning
deep neural networks
edge computing
Image edge detection
Laser radar
LiDAR
neural accelerators
object classification
point cloud
sensors
Three-dimensional displays
Computer Architecture
deep learning
Deep Neural Networks
Edge computing
Image edge detection
Laser Radar
LiDAR
neural accelerators
object classification
Point cloud
Point cloud compression
Sensors
Three-dimensional displays
topic Computer architecture
Deep learning
deep neural networks
edge computing
Image edge detection
Laser radar
LiDAR
neural accelerators
object classification
point cloud
sensors
Three-dimensional displays
Computer Architecture
deep learning
Deep Neural Networks
Edge computing
Image edge detection
Laser Radar
LiDAR
neural accelerators
object classification
Point cloud
Point cloud compression
Sensors
Three-dimensional displays
publishDate 2022
dc.date.none.fl_str_mv 2022
2022-07-27
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://oa.upm.es/85896/
url https://oa.upm.es/85896/
dc.language.none.fl_str_mv Inglés
en
language_invalid_str_mv Inglés
en
dc.relation.none.fl_str_mv European Commission 10.13039/501100000780 Horizon 2020 Framework Programme 876038 Intelligent Secure Trustable Things
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Archivo Digital UPM
instname:Universidad Politécnica de Madrid
instname_str Universidad Politécnica de Madrid
reponame_str Archivo Digital UPM
collection Archivo Digital UPM
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869423370615914496
score 15.81155

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