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MEDIAFORENSICS
2010
13 years 6 months ago
Sensor noise camera identification: countering counter-forensics
In camera identification using sensor noise, the camera that took a given image can be determined with high certainty by establishing the presence of the camera's sensor fing...
Miroslav Goljan, Jessica J. Fridrich, Mo Chen
ACISICIS
2009
IEEE
13 years 8 months ago
A Novel Approach Based on PCNNs Template for Fingerprint Image Thinning
A PCNNs-based square-and-triangle-template method for binary fingerprint image thinning is proposed. The algorithm is iterative, in which a combined sequential and parallel proces...
Dacheng Xu, Bailiang Li, Anton Nijholt
AIIA
2001
Springer
13 years 8 months ago
A New Machine Learning Approach to Fingerprint Classification
We present new fingerprint classification algorithms based on two machine learning approaches: support vector machines (SVMs), and recursive neural networks (RNNs). RNNs are traine...
Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil...
ICPR
2010
IEEE
13 years 9 months ago
Detecting Altered Fingerprints
Abstract--The widespread deployment of Automated Fingerprint Identification Systems (AFIS) in law enforcement and border control applications has heightened the need for ensuring t...
Jianjiang Feng, Anil Jain, Arun Ross
AVBPA
2003
Springer
104views Biometrics» more  AVBPA 2003»
13 years 10 months ago
Fusion of Statistical and Structural Fingerprint Classifiers
Classification is an important step towards fingerprint recognition. In the classification stage, fingerprints are usually associated to one of the five classes “A”, “L”, ...
Gian Luca Marcialis, Fabio Roli, Alessandra Serrau
ISCAS
2003
IEEE
134views Hardware» more  ISCAS 2003»
13 years 10 months ago
A hybrid system for automatic fingerprint identification
A hybrid fingerprint identification system is presented in this paper. The system consists of several steps: fingerprint enhancement, minutiae extraction, texture feature extracti...
Sanpachai Huvanandana, Settapong Malisuwan, Jakkap...
AVBPA
2005
Springer
296views Biometrics» more  AVBPA 2005»
13 years 10 months ago
Exploring Similarity Measures for Biometric Databases
Currently biometric system performance is evaluated in terms of its FAR and FRR. The accuracy expressed in such a manner depends on the characteristics of the dataset on which the ...
Praveer Mansukhani, Venu Govindaraju
SIBGRAPI
2005
IEEE
13 years 10 months ago
Ridge-Based Fingerprint Matching Using Hough Transform
Despite the efficacy of minutia-based fingerprint matching techniques for good-quality images captured by optical sensors, minutia-based techniques do not often perform so well on...
Aparecido Nilceu Marana, Anil K. Jain
ICIP
2005
IEEE
13 years 10 months ago
Fingerprint indexing based on singular point correlation
—Fingerprint indexing is an efficient technique that greatly improves the performance of Automated Fingerprint Identification Systems. We propose a continuous fingerprint indexin...
Tong Liu, Guocai Zhu, Chao Zhang, Pengwei Hao
IEAAIE
2007
Springer
13 years 11 months ago
Automatic Fingerprints Image Generation Using Evolutionary Algorithm
Constructing a fingerprint database is important to evaluate the performance of automatic fingerprint recognition systems. Because of the difficulty in collecting fingerprint sampl...
Ung-Keun Cho, Jin-Hyuk Hong, Sung-Bae Cho