Robust online hashing with label semantic enhancement for cross-modal retrieval

L Li, Z Shu, Z Yu, XJ Wu - Pattern Recognition, 2024 - Elsevier
Online hashing technology has attracted extensive attention owing to its effectiveness and
efficiency in processing large-scale streaming data. However, there are still some …

Supervised hierarchical online hashing for cross-modal retrieval

K Han, Y Liu, R Wei, K Zhou, J Xu, K Long - ACM Transactions on …, 2024 - dl.acm.org
Online cross-modal hashing has gained attention for its adaptability in processing streaming
data. However, existing methods only define the hard similarity between data using labels …

Self-distillation dual-memory online hashing with hash centers for streaming data retrieval

CY Zhang, X Luo, YW Zhan, PF Zhang… - Proceedings of the 31st …, 2023 - dl.acm.org
With the continuous generation of massive amounts of multimedia data nowadays, hashing
has demonstrated significant potentials for large-scale search. To handle the emerging …

Label-semantic-enhanced online hashing for efficient cross-modal retrieval

X Jiang, X Liu, YM Cheung, X Xu… - … on Multimedia and …, 2023 - ieeexplore.ieee.org
Existing online cross-modal hashing methods often treat the semantic label categories
independently to correlate the semantically similar data instances, which intrinsically ignore …

Discriminative Visual-Semantic Collaborative Online Decomposition Hashing for Streaming Image Data Retrieval

J Chen, Y Zu, W Li, X Sang, M Liu… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Online hashing has gained significant interest for its tremendous promise in handling large-
scale streaming image data. However, there are still several problems to be solved. Firstly …

Semantic Consistency based Dual-Asymmetric Discrete Online Hashing for Multi-View Streaming Data Retrieval

J Chen, Y Zu, B Hou, X Sang… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Multi-view online hashing has received much at-tention due to its huge potential in the area
of large-scale multimedia retrieval. However, there are still some issues, eg, how to alleviate …