Differential Transform for Video-Based Plenoptic Point Cloud Coding

Point cloud compression has been studied in standard bodies and we are here concerned with the Moving Picture Experts Group video-based point cloud compression (V-PCC) solution. Plenoptic point clouds (PPC) is a novel volumetric data representation wherein points are associated with colors in all vi...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 31(2022) vom: 01., Seite 1994-2003
1. Verfasser: Garcia, Diogo C (VerfasserIn)
Weitere Verfasser: Dorea, Camilo, Ferreira, Renan U B, Freitas, Davi R, de Queiroz, Ricardo L, Higa, Rogerio, Seidel, Ismael, Testoni, Vanessa
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article
LEADER 01000naa a22002652 4500
001 NLM336378890
003 DE-627
005 20231225232017.0
007 cr uuu---uuuuu
008 231225s2022 xx |||||o 00| ||eng c
024 7 |a 10.1109/TIP.2022.3146641  |2 doi 
028 5 2 |a pubmed24n1121.xml 
035 |a (DE-627)NLM336378890 
035 |a (NLM)35104220 
040 |a DE-627  |b ger  |c DE-627  |e rakwb 
041 |a eng 
100 1 |a Garcia, Diogo C  |e verfasserin  |4 aut 
245 1 0 |a Differential Transform for Video-Based Plenoptic Point Cloud Coding 
264 1 |c 2022 
336 |a Text  |b txt  |2 rdacontent 
337 |a ƒaComputermedien  |b c  |2 rdamedia 
338 |a ƒa Online-Ressource  |b cr  |2 rdacarrier 
500 |a Date Revised 28.02.2022 
500 |a published: Print-Electronic 
500 |a Citation Status PubMed-not-MEDLINE 
520 |a Point cloud compression has been studied in standard bodies and we are here concerned with the Moving Picture Experts Group video-based point cloud compression (V-PCC) solution. Plenoptic point clouds (PPC) is a novel volumetric data representation wherein points are associated with colors in all viewing directions to improve realism. It is sampled as a number ( Nc ) of attribute colors per point. We propose a new method for the efficient video-based compression of PPC that is backwards compatible with the existing single-color V-PCC decoder. V-PCC generates three image atlases which are encoded using an image/video encoder. We assume there may be a reference color which is to be encoded as the main payload. We generate Nc+3 atlases and we produce Nc differential images against the reference color image. Those difference images are pixel-wise transformed using an Nc -point discrete cosine transform, generating Nc transformed atlases which are encoded, forming the secondary payload. Such secondary information is the plenoptic enhancement to the point cloud. If there is no reference attribute, we skip the differences and use the lowest frequency of the transformed atlases as the main payload. Results are presented that show an unrivaled performance of the proposed method 
650 4 |a Journal Article 
700 1 |a Dorea, Camilo  |e verfasserin  |4 aut 
700 1 |a Ferreira, Renan U B  |e verfasserin  |4 aut 
700 1 |a Freitas, Davi R  |e verfasserin  |4 aut 
700 1 |a de Queiroz, Ricardo L  |e verfasserin  |4 aut 
700 1 |a Higa, Rogerio  |e verfasserin  |4 aut 
700 1 |a Seidel, Ismael  |e verfasserin  |4 aut 
700 1 |a Testoni, Vanessa  |e verfasserin  |4 aut 
773 0 8 |i Enthalten in  |t IEEE transactions on image processing : a publication of the IEEE Signal Processing Society  |d 1992  |g 31(2022) vom: 01., Seite 1994-2003  |w (DE-627)NLM09821456X  |x 1941-0042  |7 nnns 
773 1 8 |g volume:31  |g year:2022  |g day:01  |g pages:1994-2003 
856 4 0 |u http://dx.doi.org/10.1109/TIP.2022.3146641  |3 Volltext 
912 |a GBV_USEFLAG_A 
912 |a SYSFLAG_A 
912 |a GBV_NLM 
912 |a GBV_ILN_350 
951 |a AR 
952 |d 31  |j 2022  |b 01  |h 1994-2003