Weighted cross-modal hashing with label enhancement

Y Wang, F Dong, K Wang, X Nie, ZD Chen - Knowledge-Based Systems, 2024 - Elsevier
Hashing has been extensively studied for large-scale cross-modal retrieval. However, there
are still some unexplored issues with existing methods. First, both the initially-provided …

Constant Sequence Extension for Fast Search Using Weighted Hamming Distance

Z Weng, H Zhuang, H Li, Z Lin - arXiv preprint arXiv:2306.03612, 2023 - arxiv.org
Representing visual data using compact binary codes is attracting increasing attention as
binary codes are used as direct indices into hash table (s) for fast non-exhaustive search …

Online Hashing with Similarity Learning

Z Weng, Y Zhu - arXiv preprint arXiv:2108.02560, 2021 - arxiv.org
Online hashing methods usually learn the hash functions online, aiming to efficiently adapt
to the data variations in the streaming environment. However, when the hash functions are …

Fast Search on Binary Codes by Weighted Hamming Distance

Z Weng, Y Zhu, R Liu - arXiv preprint arXiv:2009.08591, 2020 - arxiv.org
Weighted Hamming distance, as a similarity measure between binary codes and binary
queries, provides superior accuracy in search tasks than Hamming distance. However, how …