Deep Learning-Based Point Cloud Compression : An In-Depth Survey and Benchmark

With the maturity of 3D capture technology, the explosive growth of point cloud data has burdened the storage and transmission process. Traditional hybrid point cloud compression (PCC) tools relying on handcrafted priors have limited compression performance and are increasingly weak in addressing th...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 47(2025), 11 vom: 06. Okt., Seite 10731-10752
Auteur principal: Gao, Wei (Auteur)
Autres auteurs: Xie, Liang, Fan, Songlin, Li, Ge, Liu, Shan, Gao, Wen
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article