FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3103671786> ?p ?o ?g. }

• W3103671786 abstract "Human walking and gaits involve several complex body parts and are influenced by personality, mood, social and cultural traits, and aging. These factors are reflected in shoeprints, which in turn can be used to predict age, a problem not systematically addressed using any computational approach. We collected 100,000 shoeprints of subjects ranging from 7 to 80 years old and used the data to develop a deep learning end-to-end model ShoeNet to analyze age-related patterns and predict age. The model integrates various convolutional neural network models together using a skip mechanism to extract age-related features, especially in pressure and abrasion regions from pair-wise shoeprints. The results show that 40.23% of the subjects had prediction errors within 5-years of age and the prediction accuracy for gender classification reached 86.07%. Interestingly, the age-related features mostly reside in the asymmetric differences between left and right shoeprints. The analysis also reveals interesting age-related and gender-related patterns in the pressure distributions on shoeprints; in particular, the pressure forces spread from the middle of the toe toward outside regions over age with gender-specific variations on heel regions. Such statistics provide insight into new methods for forensic investigations, medical studies of gait-pattern disorders, biometrics, and sport studies." @default.
• W3103671786 created "2020-11-23" @default.
• W3103671786 creator A5003642180 @default.
• W3103671786 creator A5047254817 @default.
• W3103671786 creator A5052304130 @default.
• W3103671786 creator A5053534802 @default.
• W3103671786 creator A5076665413 @default.
• W3103671786 creator A5082428303 @default.
• W3103671786 creator A5086750086 @default.
• W3103671786 date "2020-11-07" @default.
• W3103671786 modified "2023-10-17" @default.
• W3103671786 title "Deep Learning Analysis and Age Prediction from Shoeprints" @default.
• W3103671786 cites W1421016904 @default.
• W3103671786 cites W1563917320 @default.
• W3103671786 cites W1686810756 @default.
• W3103671786 cites W1882440334 @default.
• W3103671786 cites W1894502044 @default.
• W3103671786 cites W1964970459 @default.
• W3103671786 cites W1965474455 @default.
• W3103671786 cites W1986119156 @default.
• W3103671786 cites W1991406901 @default.
• W3103671786 cites W1994017685 @default.
• W3103671786 cites W1996957169 @default.
• W3103671786 cites W2000823852 @default.
• W3103671786 cites W2014781031 @default.
• W3103671786 cites W2016754585 @default.
• W3103671786 cites W2032004042 @default.
• W3103671786 cites W2036970661 @default.
• W3103671786 cites W2038389251 @default.
• W3103671786 cites W2049047019 @default.
• W3103671786 cites W2065429801 @default.
• W3103671786 cites W2068042515 @default.
• W3103671786 cites W2075011571 @default.
• W3103671786 cites W2078487085 @default.
• W3103671786 cites W2097117768 @default.
• W3103671786 cites W2109351846 @default.
• W3103671786 cites W2110483430 @default.
• W3103671786 cites W2115546051 @default.
• W3103671786 cites W2126680226 @default.
• W3103671786 cites W2159296038 @default.
• W3103671786 cites W2163605009 @default.
• W3103671786 cites W2194775991 @default.
• W3103671786 cites W2274287116 @default.
• W3103671786 cites W2318635379 @default.
• W3103671786 cites W241756052 @default.
• W3103671786 cites W2532235096 @default.
• W3103671786 cites W2705180162 @default.
• W3103671786 cites W2767196427 @default.
• W3103671786 cites W2781265533 @default.
• W3103671786 cites W2799461458 @default.
• W3103671786 cites W2805766146 @default.
• W3103671786 cites W2807323414 @default.
• W3103671786 cites W2888088750 @default.
• W3103671786 cites W2888712120 @default.
• W3103671786 cites W2898978534 @default.
• W3103671786 cites W2905733493 @default.
• W3103671786 cites W2906831961 @default.
• W3103671786 cites W2925351424 @default.
• W3103671786 cites W2946523694 @default.
• W3103671786 cites W2963446712 @default.
• W3103671786 cites W2982330998 @default.
• W3103671786 cites W2990366895 @default.
• W3103671786 cites W3000173465 @default.
• W3103671786 cites W3008895660 @default.
• W3103671786 cites W992697229 @default.
• W3103671786 cites W2123062206 @default.
• W3103671786 cites W2766270844 @default.
• W3103671786 doi "https://doi.org/10.48550/arxiv.2011.03794" @default.
• W3103671786 hasPublicationYear "2020" @default.
• W3103671786 type Work @default.
• W3103671786 sameAs 3103671786 @default.
• W3103671786 citedByCount "0" @default.
• W3103671786 crossrefType "posted-content" @default.
• W3103671786 hasAuthorship W3103671786A5003642180 @default.
• W3103671786 hasAuthorship W3103671786A5047254817 @default.
• W3103671786 hasAuthorship W3103671786A5052304130 @default.
• W3103671786 hasAuthorship W3103671786A5053534802 @default.
• W3103671786 hasAuthorship W3103671786A5076665413 @default.
• W3103671786 hasAuthorship W3103671786A5082428303 @default.
• W3103671786 hasAuthorship W3103671786A5086750086 @default.
• W3103671786 hasBestOaLocation W31036717861 @default.
• W3103671786 hasConcept C108583219 @default.
• W3103671786 hasConcept C119857082 @default.
• W3103671786 hasConcept C154945302 @default.
• W3103671786 hasConcept C15744967 @default.
• W3103671786 hasConcept C180747234 @default.
• W3103671786 hasConcept C184297639 @default.
• W3103671786 hasConcept C187288502 @default.
• W3103671786 hasConcept C2780733359 @default.
• W3103671786 hasConcept C41008148 @default.
• W3103671786 hasConcept C77805123 @default.
• W3103671786 hasConcept C81363708 @default.
• W3103671786 hasConceptScore W3103671786C108583219 @default.
• W3103671786 hasConceptScore W3103671786C119857082 @default.
• W3103671786 hasConceptScore W3103671786C154945302 @default.
• W3103671786 hasConceptScore W3103671786C15744967 @default.
• W3103671786 hasConceptScore W3103671786C180747234 @default.
• W3103671786 hasConceptScore W3103671786C184297639 @default.
• W3103671786 hasConceptScore W3103671786C187288502 @default.
• W3103671786 hasConceptScore W3103671786C2780733359 @default.

• next