2010 · 27 citations · 5 references
Finger Vein SamplesMachine VisionImage AnalysisData SciencePersonal IdentificationPattern RecognitionEngineeringBiometricsHuman IdentificationWearable TechnologyFinger VeinIdentification MethodComputer ScienceSoft BiometricsFingerprint AnalysisComputer VisionIris Biometrics
Personal identification based on finger vein patterns is a newly developed biometrics technique and several practical systems have been deployed recent years. We developed a finger vein verification system for checking attendance and have collected a database of 0.8 million finger vein samples. Based on the database, we proposed a person retrieval solution for searching an image in the database and can get the response in an acceptable time. To fit for the retrieval solution, we designed a new encoding method. The experimental results show that our solution can get a result in about 10 seconds when working on a database of 50,700 samples. In the same time, the error rate is nearly the same as the linear searching.
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Piotr Indyk, Rajeev Motwani · 1998 · 4.1K citations · Full text
Similarity Search in High Dimensions via Hashing
Aristides Gionis, Piotr Indyk, Rajeev Motwani · 1999 · 3.1K citations