Výsledky vyhledávání - "Giuseppe Valenzise"

Akademický článek

Guest editorial: Deep learning‐based point cloud processing, compression and analysis

Autor: Yun Zhang, Raouf Hamzaoui, Xu Wang, Junhui Hou, Giuseppe Valenzise

Publikováno v: Electronics Letters, Vol 60, Iss 14, Pp n/a-n/a (2024)

Abstract Point cloud data is a large collection of high dimensional 3D points with 3D coordinates and attributes, which has been one of the mainstream representations for emerging 3D applications, such as virtual reality, autonomous vehicles, and rob

Externí odkaz: https://doaj.org/article/fe517799031743c980f069b529854c7f

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Akademický článek

Improved Deep Distributed Light Field Coding

Autor: M. Umair Mukati, Milan Stepanov, Giuseppe Valenzise, Soren Forchhammer, Frederic Dufaux

Publikováno v: IEEE Open Journal of Circuits and Systems, Vol 2, Pp 325-337 (2021)

Light fields enable increasing the degree of realism and immersion of visual experience by capturing a scene with a higher number of dimensions than conventional 2D imaging. On another side, higher dimensionality entails significant storage and trans

Externí odkaz: https://doaj.org/article/b45ba617df6c431a815e1cc70107a4c4

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Akademický článek

Survey on Deep Learning-Based Point Cloud Compression

Autor: Maurice Quach, Jiahao Pang, Dong Tian, Giuseppe Valenzise, Frederic Dufaux

Publikováno v: Frontiers in Signal Processing, Vol 2 (2022)

Point clouds are becoming essential in key applications with advances in capture technologies leading to large volumes of data. Compression is thus essential for storage and transmission. In this work, the state of the art for geometry and attribute

Externí odkaz: https://doaj.org/article/efaf611e79344f78ab943340b1e56141

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