Does All Newborn Face Lookalike to Human and Machine?

Does All Newborn Face Lookalike to Human and Machine?

In this paper we present human recognition capability for newborn face, machine recognition capability for newborn face, comparison and analysis of human recognition with machine and propose automatic algorithms which are closer to human visual cortex and brain to improve face verification accuracy....

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Veröffentlicht in:Proceedings of the National Academy of Sciences, India, Section A, physical sciences India, Section A, physical sciences, 2015-06, Vol.85 (2), p.211-220
Hauptverfasser: Tiwari, Shrikant, Singh, Sanjay Kumar
Format: Artikel
Sprache:eng
Schlagworte:
Applied and Technical Physics
Atomic
Molecular
Optical and Plasma Physics
Physics
Physics and Astronomy
Quantum Physics
Review
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Zusammenfassung:In this paper we present human recognition capability for newborn face, machine recognition capability for newborn face, comparison and analysis of human recognition with machine and propose automatic algorithms which are closer to human visual cortex and brain to improve face verification accuracy. The analysis demonstrates that neither humans nor machines are efficient in recognising newborn that lookalike, however, the recognition capability of machine is better than that of human.
ISSN:0369-8203
2250-1762
DOI:10.1007/s40010-014-0196-7