Spherical Centralized Quantization for Fast Image Retrieval

Existing supervised quantization methods usually learn the quantizers from pair-wise, triplet, or anchor-based losses, which only capture their relationship locally without aligning them globally. This may cause an inadequate use of the entire space and a severe intersection among different semantic...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 32(2023) vom: 22., Seite 6485-6499
1. Verfasser: Song, Jingkuan (VerfasserIn)
Weitere Verfasser: Zhang, Zhibin, Zhu, Xiaosu, Zhao, Qike, Wang, Meng, Shen, Heng Tao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article