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Pregled bibliografske jedinice broj: 1225249

Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity

Perry, Stuart; Da Silva Cruz, Luis A.; Prazeres, João; Pinheiro, António; Dumic, Emil; Lazzarotto, Davi; Ebrahimi, Touradj
Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity // European Workshop on Visual Information Processing (EUVIP)
Lisabon, Portugal, 2022. str. 1-6 doi:10.1109/EUVIP53989.2022.9922803 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

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Naslov
Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity

Autori
Perry, Stuart ; Da Silva Cruz, Luis A. ; Prazeres, João ; Pinheiro, António ; Dumic, Emil ; Lazzarotto, Davi ; Ebrahimi, Touradj

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
European Workshop on Visual Information Processing (EUVIP) / - , 2022, 1-6

Skup
2022 10th European Workshop on Visual Information Processing (EUVIP)

Mjesto i datum
Lisabon, Portugal, 11.09.2022. - 14.09.2022

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
JPEG ; point cloud ; compression ; machine learning

Sažetak
Point clouds have many applications in today’s society ranging from entertainment to autonomous driving. With these new applications comes the need to compress the growing volume of point cloud data in a manner that is both suitable for human visualization and machine processing applications. The JPEG Pleno Point Cloud activity has been working toward a learning-based coding standard for point clouds, offering a single-stream, compact compressed domain representation, supporting advanced flexible data access functionalities targeting both in-teractive human visualization, and effective performance for 3D processing and machine-related computer vision tasks. As part of this activity, the JPEG Committee has been performing a number of exploration studies to evaluate existing coding standards as well set up baseline anchors and examine objective metrics against which new learning-based solutions may be compared. This article provides an overview of the JPEG Pleno Point Cloud activity and discusses challenges and solutions to the problem of evaluating and comparing cloud coding solutions. Experimental results will be presented demonstrating methodologies used by the JPEG Committee for point cloud compression assessment as well as outlining the performance of current state of the art compression standards on point clouds as well as the sensitivity of the objective metrics used for this activity to various adjustable parameters.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo



POVEZANOST RADA

Projekti:
--UNIN-TEH-20-1-5 - Subjektivno ispitivanje kvalitete oblaka točaka koristeći nove metode kompresije (PCassess) (Dumić, Emil) ( CroRIS)

Ustanove:
Sveučilište Sjever, Koprivnica

Profili:

Avatar Url Emil Dumić (autor)

Poveznice na cjeloviti tekst rada:

doi infoscience.epfl.ch ieeexplore.ieee.org

Citiraj ovu publikaciju:

Perry, Stuart; Da Silva Cruz, Luis A.; Prazeres, João; Pinheiro, António; Dumic, Emil; Lazzarotto, Davi; Ebrahimi, Touradj
Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity // European Workshop on Visual Information Processing (EUVIP)
Lisabon, Portugal, 2022. str. 1-6 doi:10.1109/EUVIP53989.2022.9922803 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Perry, S., Da Silva Cruz, L., Prazeres, J., Pinheiro, A., Dumic, E., Lazzarotto, D. & Ebrahimi, T. (2022) Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity. U: European Workshop on Visual Information Processing (EUVIP) doi:10.1109/EUVIP53989.2022.9922803.
@article{article, author = {Perry, Stuart and Da Silva Cruz, Luis A. and Prazeres, Jo\~{a}o and Pinheiro, Ant\'{o}nio and Dumic, Emil and Lazzarotto, Davi and Ebrahimi, Touradj}, year = {2022}, pages = {1-6}, DOI = {10.1109/EUVIP53989.2022.9922803}, keywords = {JPEG, point cloud, compression, machine learning}, doi = {10.1109/EUVIP53989.2022.9922803}, title = {Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity}, keyword = {JPEG, point cloud, compression, machine learning}, publisherplace = {Lisabon, Portugal} }
@article{article, author = {Perry, Stuart and Da Silva Cruz, Luis A. and Prazeres, Jo\~{a}o and Pinheiro, Ant\'{o}nio and Dumic, Emil and Lazzarotto, Davi and Ebrahimi, Touradj}, year = {2022}, pages = {1-6}, DOI = {10.1109/EUVIP53989.2022.9922803}, keywords = {JPEG, point cloud, compression, machine learning}, doi = {10.1109/EUVIP53989.2022.9922803}, title = {Subjective and Objective Testing in Support of the JPEG Pleno Point Cloud Compression Activity}, keyword = {JPEG, point cloud, compression, machine learning}, publisherplace = {Lisabon, Portugal} }

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