• Kriti Jandrotia
• Rimpi Kundal

Person verification with finger-vein has attracted lots of respect from researchers around the world in recent years. Different type of approaches have been proposed to improve the results. In this paper approaches gathered from different researches on pre-processing, feature extraction and classification stage specifically for recognizing identity of person. The strengths and fragility of finger veins are critically reviewed. The classification approach using machine learning method is highlighted to determine the future direction and to fill the research gap in this field. A Review on Person Verification with Finger-Vein Identification Approaches

Biometric, Classification, Feature Extraction, Finger-Vein, Machine Learning, Pre- processing

"A Review on Person Verification with Finger-Vein Identification Approaches.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.13, Issue 2, page no.b642-b648, February-2026, Available :http://www.jetir.org/papers/JETIR2602183.pdf

"A Review on Person Verification with Finger-Vein Identification Approaches.", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.13, Issue 2, page no. ppb642-b648, February-2026, Available at : http://www.jetir.org/papers/JETIR2602183.pdf