基于深度学习紧致二进制编码的指纹索引

C Bai, W Wang, T Zhao, R Wang, M Li, AC Bai… - Frontiers, 2018 - jzus.zju.edu.cn
随着指纹数据库迅速发展, 有必要开发一种卓越的指纹索引方法满足系统高效性和准确性要求.
实值特征的指纹索引已进行广泛研究, 但二进制编码特征的研究相对较少 …

基于细节点柱形编码和深度卷积特征的指纹检索方法

宋德华, 封举富 - 模式识别与人工智能, 2018 - cqvip.com
指纹检索方法使用细节点柱形编码作为特征, 充分考虑指纹细节点的局部结构特征,
却忽略指纹的整体结构特征, 限制指纹检索的准确率. 基于此种问题, 文中提出基于细节点柱形 …

Fast exact fingerprint indexing based on compact binary minutia cylinder codes

C Bai, W Wang, T Zhao, M Li - Neurocomputing, 2018 - Elsevier
With explosive growth in fingerprint databases, Automatic Fingerprint Identification System
has become more challenging than ever. Consequently, it is necessary to develop a fast and …

Deep learning compact binary codes for fingerprint indexing

C Bai, W Wang, T Zhao, R Wang, M Li - Frontiers of Information …, 2018 - Springer
With the rapid growth in fingerprint databases, it has become necessary to develop excellent
fingerprint indexing to achieve efficiency and accuracy. Fingerprint indexing has been …

Learning compact binary codes for hash-based fingerprint indexing

Y Wang, L Wang, YM Cheung… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Compact binary codes can in general improve the speed of searches in large-scale
applications. Although fingerprint retrieval was studied extensively with real-valued features …

Learning binary descriptors for fingerprint indexing

C Bai, M Li, T Zhao, W Wang - IEEE Access, 2017 - ieeexplore.ieee.org
Fingerprint indexing is studied widely with the real-valued features, but few works focus on
the binary feature descriptors, which are more appropriate to retrieve fingerprints efficiently …

一种用于盗版追踪的抗共谋数字指纹方案

曹军梅 - 信息技术, 2012 - cqvip.com
目前, 数字指纹方案中普遍存在着大用户数下指纹码构造过长以及无法有效追踪盗版者的问题和
缺陷. 为了解决这些问题, 在BS 模型的基础上, 提出一种卷积扩频两层链接结构的安全指纹构造 …

Enhanced locality-sensitive hashing for fingerprint forensics over large multi-sensor databases

W Zhou, J Hu, S Wang - IEEE Transactions on Big Data, 2017 - ieeexplore.ieee.org
Searching the identity of an unknown fingerprint over large databases is very challenging.
Minutia Cylinder-Code (MCC) has been proved to be very effective in mapping a minutiae …

[引用][C] 基于大容量指纹库的指纹自动分类检索技术研究

左龙 - 2012 - 中南大学

[引用][C] 分布式海量指纹识别系统设计与实现

梁尧 - 2015 - 电子科技大学