Progressive Knowledge Transfer Network Based on Human Visual Perception Mechanism for No-Reference Point Cloud Quality Assessment

Point cloud perceptual quality assessment plays a critical role in many applications, including compression and communication. We propose PKT-PCQA, a point-based no-reference point cloud quality assessment deep learning network that emulates the human visual system by using progressive knowledge tra...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics. - 1996. - PP(2025) vom: 22. Jan.
1. Verfasser:	Su, Honglei (VerfasserIn)
Weitere Verfasser:	Liu, Yiyun, Liu, Qi, Yuan, Hui, Hamzaoui, Raouf
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2025
Zugriff auf das übergeordnete Werk:	IEEE transactions on visualization and computer graphics
Schlagworte:	Journal Article