Proceedings ArticleDOI
Hierarchical fusion for matching simultaneous latent fingerprint
Anush Sankaran,Mayank Vatsa,Richa Singh +2 more
- pp 377-382
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TLDR
An automated hierarchical fusion approach is proposed for fusing evidences from multiple latent impressions and IIITD simultaneous latent fingerprint database is prepared to drive further research in this area.Abstract:
Simultaneous latent fingerprints are a cluster of latent fingerprints that are concurrently deposited by the same person. Inherent challenges of latent fingerprints such as partial and smudgy ridge flow information, presence of background noise, and availability of less number of features makes it challenging to develop an automated system for simultaneous latent fingerprint matching. This research attempts to fill this gap by developing a fusion framework. The contribution of this paper is two-fold: (i) an automated hierarchical fusion approach is proposed for fusing evidences from multiple latent impressions and (ii) IIITD simultaneous latent fingerprint database is prepared to drive further research in this area. The proposed algorithm yields promising results on the simultaneous latent fingerprint database.read more
Citations
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Proceedings ArticleDOI
Improving the Efficiency of Automated Latent Fingerprint Identification Using Stack of Convolutional Auto-encoder
TL;DR: In this paper, a method for improving the efficiency of latent fingerprint segmentation and detection system is presented, which is based on the assumption that including detection of relevant structure of interest from latent fingerprint image into an effective segmentation model pipeline improves the effectiveness of the model and efficiency of the automated segmentation.
Journal ArticleDOI
A Robust Biometric Authentication and PIN Distribution Technique for Secure Mobile Commerce Applications
TL;DR: This study looks to provide a high secure and efficient solution for m-commerce applications that involves fusion of Minutiae Maps (MM) and Orientation Maps (OM) for fingerprint feature extraction.
References
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TL;DR: In this paper, the first step toward qualitative analysis of ridgeology has been taken towards a qualitative analysis in the field of Ridgeology, and the identification process of ridge identification has been described.
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Latent Fingerprint Matching
Anil K. Jain,Jianjiang Feng +1 more
TL;DR: The experimental results indicate that singularity, ridge quality map, and ridge flow map are the most effective features in improving the matching accuracy.