Search Results for author: Xiongjun Guan

Found 6 papers, 0 papers with code

Latent Fingerprint Matching via Dense Minutia Descriptor

no code implementations2 May 2024 Zhiyu Pan, Yongjie Duan, Xiongjun Guan, Jianjiang Feng, Jie zhou

Latent fingerprint matching is a daunting task, primarily due to the poor quality of latent fingerprints.

valid

Phase-aggregated Dual-branch Network for Efficient Fingerprint Dense Registration

no code implementations26 Apr 2024 Xiongjun Guan, Jianjiang Feng, Jie zhou

Fingerprint dense registration aims to finely align fingerprint pairs at the pixel level, thereby reducing intra-class differences caused by distortion.

Pose-Specific 3D Fingerprint Unfolding

no code implementations26 Apr 2024 Xiongjun Guan, Jianjiang Feng, Jie zhou

The problem with this method is that there may be large elastic deformation between the unfolded rolled fingerprint and flat fingerprint, which affects the recognition rate.

Direct Regression of Distortion Field from a Single Fingerprint Image

no code implementations26 Apr 2024 Xiongjun Guan, Yongjie Duan, Jianjiang Feng, Jie zhou

However, existing rectification methods are based on principal component representation of distortion fields, which is not accurate and are very sensitive to finger pose.

regression

Regression of Dense Distortion Field from a Single Fingerprint Image

no code implementations26 Apr 2024 Xiongjun Guan, Yongjie Duan, Jianjiang Feng, Jie zhou

However, existing rectification methods are based on principal component representation of distortion fields, which is not accurate and are very sensitive to finger pose.

regression

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