Palmhashnet: Palmprint hashing network for indexing large databases to boost identification
Palmprint identification aims to establish the identity of a given query sample by comparing it
with all the templates in the database and locating the most similar one. It becomes …
with all the templates in the database and locating the most similar one. It becomes …
Few‐shot palmprint recognition via graph neural networks
At present, palmprint recognition based on deep learning has been more and more widely
used in identity recognition due to its many advantages. However, these algorithms often …
used in identity recognition due to its many advantages. However, these algorithms often …
Deep learning feature extraction for multispectral palmprint identification
Person's identity validation is becoming much more essential due to the increasing demand
for high-security systems. A biometric system testifies the authenticity of specific …
for high-security systems. A biometric system testifies the authenticity of specific …
PalmGAN for cross-domain palmprint recognition
Nowadays, many efficient palmprint recognition algorithms have emerged. However,
previous algorithms can only be used in a single domain. Furthermore, they also require a …
previous algorithms can only be used in a single domain. Furthermore, they also require a …
Rotation and translation invariant palmprint recognition with biologically inspired transform
X Zhou, K Zhou, L Shen - IEEE Access, 2020 - ieeexplore.ieee.org
Extracting rotation and translation invariant features is a difficult task for palmprint
recognition. Traditional methods have difficulty in dealing with palmprint images degraded …
recognition. Traditional methods have difficulty in dealing with palmprint images degraded …
A deep biometric hash learning framework for three advanced hand‐based biometrics
Hand‐based biometrics has undergone extensive research in recent decades. Besides
fingerprint, which is commonly used in personal authentication, there are other three …
fingerprint, which is commonly used in personal authentication, there are other three …
Deep multi-loss hashing network for palmprint retrieval and recognition
With the wide application of biometrics technology, the scale of biometrics databases is
increasing rapidly. In this situation, fast retrieval technology is more and more necessary for …
increasing rapidly. In this situation, fast retrieval technology is more and more necessary for …
Toward palmprint recognition methodology based machine learning techniques
The presented paper proposes an algorithm for palmprint recognition using seven different
machine learning algorithms. First of all, we have proposed a region of interest (ROI) …
machine learning algorithms. First of all, we have proposed a region of interest (ROI) …
Double Quantification of Template and Network for Palmprint Recognition
Q Lin, L Leng, C Kim - Electronics, 2023 - mdpi.com
The outputs of deep hash network (DHN) are binary codes, so DHN has high retrieval
efficiency in matching phase and can be used for high-speed palmprint recognition, which is …
efficiency in matching phase and can be used for high-speed palmprint recognition, which is …
Effective deep ensemble hashing for open-set palmprint recognition
Recently, palmprint recognition has made huge progress and attracted the attention of more
and more researchers. However, current research rarely involves open-set palmprint …
and more researchers. However, current research rarely involves open-set palmprint …