Deep ordinal hashing with spatial attention

L Jin, X Shu, K Li, Z Li, GJ Qi… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Hashing has attracted increasing research attention in recent years due to its high efficiency
of computation and storage in image retrieval. Recent works have demonstrated the …

Semantic neighbor graph hashing for multimodal retrieval

L Jin, K Li, H Hu, GJ Qi, J Tang - IEEE Transactions on Image …, 2017 - ieeexplore.ieee.org
Hashing methods have been widely used for approximate nearest neighbor search in recent
years due to its computational and storage effectiveness. Most existing multimodal hashing …

Open-set face identification with index-of-max hashing by learning

X Dong, S Kim, Z Jin, JY Hwang, S Cho, ABJ Teoh - Pattern Recognition, 2020 - Elsevier
Large-scale face identification or 1-to-N matching where N is huge, plays a vital role in
biometrics and surveillance. The system demands accurate and speedy matching where …

Fast kNN search in weighted hamming space with multiple tables

J Gui, Y Cao, H Qi, K Li, J Ye, C Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Hashing methods have been widely used in Approximate Nearest Neighbor (ANN) search
for big data due to low storage requirements and high search efficiency. These methods …

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 …

Learning-based index-of-maximum hashing for touch-stroke template protection

J Zhi, SY Ooi, ABJ Teoh - 2019 12th International Congress on …, 2019 - ieeexplore.ieee.org
Touch-stroke dynamics is an emerging biometrics which captures a user's unique way of
swiping a set of “strokes” on the mobile devices, and uses them as a matching template …

[PDF][PDF] A new and practical design of cancellable biometrics: Index-of-max hashing

Z Jin, YL Lai, JY Hwang, S Kim, ABJ Teoh - arXiv preprint arXiv, 2017 - scholar.archive.org
Despite a variety of theoretical-sound techniques have been proposed to generate
cancellable biometric templates, there is rarely practical solution that satisfies non …

Expressional region retrieval

X Guo, X Li, S Jiang - Proceedings of the 28th ACM International …, 2020 - dl.acm.org
Image retrieval is a long-standing topic in the multimedia community due to its various
applications, eg, product search and artworks retrieval in museum. The regions in images …

Semantic image retrieval with feature space rankings

K Li, GJ Qi, J Ye, T Yusuph, KA Hua - International Journal of …, 2017 - World Scientific
Learning to hash is receiving increasing research attention due to its effectiveness in
addressing the large-scale similarity search problem. Most of the existing hashing …

[PDF][PDF] Towards a machine learning based identifier-free face cryptosystem

X Dong - 2021 - scholar.archive.org
Among different biometric modalities, face is becoming a hot research topic due to its
distinctive advantages, such as non-intrusive, friendliness, contact-less, and convenience …