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Title: Intra-frame context-based octree coding for point-cloud geometry
Authors: Garcia, Diogo Caetano
Queiroz, Ricardo Lopes de
Assunto:: Vídeo digital
Nuvens de ponto
Issue Date: 2018
Publisher: IEEE
Citation: GARCIA, Diogo C.; QUEIROZ, Ricardo L. de. Intra-frame context-based octree coding for point-cloud geometry. In: IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 25 th., 2018, Athens, Greece. Proceedings [...]. Athens, Greece: IEEE, 2018. DOI: 10.1109/ICIP.2018.8451802.
Abstract: 3D and free-viewpoint video has been slowly adopting a solid representation, such as using meshes and point-clouds. Among other characteristics, meshes provide direct surface representation, while point-cloud processing requires less computation. Points in the cloud are minimally represented by their geometry (3D position) and color. A common point-cloud geometry compression method is the octree representation, which acts on individual frames and can be further compressed by entropy encoding. This paper presents a lossless intra-frame compression method for point-cloud geometry, which uses the octree structure to provide better contexts for entropy coding. Results show that the proposed solution offers state-of-the-art performance, with an average rate reduction of 29% compared to the octree representation.
metadata.dc.description.unidade: Faculdade UnB Gama (FGA)
Curso de Engenharia Eletrônica (FGA-Engenharia Eletrônica)
Instituto de Ciências Exatas (IE)
Departamento de Ciências da Computação (IE CIC)
DOI: 10.1109/ICIP.2018.8451802
metadata.dc.relation.publisherversion: https://ieeexplore.ieee.org/document/8451802
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