Learning label preserving binary codes for multimedia retrieval: A general approach

K Li, GJ Qi, KA Hua - ACM Transactions on Multimedia Computing …, 2017 - dl.acm.org
Learning-based hashing has been researched extensively in the past few years due to its
great potential in fast and accurate similarity search among huge volumes of multimedia …

Hashing for Multimedia Similarity Modeling and Large-Scale Retrieval

K Li - 2017 - stars.library.ucf.edu
In recent years, the amount of multimedia data such as images, texts, and videos have been
growing rapidly on the Internet. Motivated by such trends, this thesis is dedicated to …

Deep Supervised Auto-encoder Hashing for Image Retrieval

S Tang, H Chi, J Yang, X Huang… - Pattern Recognition and …, 2018 - Springer
Image hashing approaches map high dimensional images to compact binary codes that
preserve similarities among images. Although the image label is important information for …