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얼굴영상의 초해상도화 및 Tanh-polar 변환 기반의 인지나이 예측
Perceived Age Prediction from Face Image Based on Super-resolution and Tanh-polar Transform 원문보기

Journal of biomedical engineering research : the official journal of the Korean Society of Medical & Biological Engineering, v.44 no.5, 2023년, pp.329 - 335  

안일구 (한국한의학연구원 한의약데이터부) ,  이시우 (한국한의학연구원 한의약데이터부)

Abstract AI-Helper 아이콘AI-Helper

Perceived age is defined as age estimated based on physical appearance. Perceived age is an important indicator of the overall health status of the elderly. This is because people who appear older tend to have higher rates of morbidity and mortality than people of the same chronological age. Althoug...

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참고문헌 (42)

  1. Angulu R, Tapamo JR, Adewumi AO. Age estimation via face images: a survey. EURASIP Journal on Image and Video Processing. 2018;(1):1-35.? 

  2. Geng X, Zhou ZH, Zhang Y, Li G, Dai H. Learning from facial aging patterns for automatic age estimation. In Proceedings of the 14th ACM international conference on Multimedia. 2006;307-316.? 

  3. Song Z, Ni B, Guo D, Sim T, Yan S. Learning universal multiview age estimator using video context. In 2011 International Conference on Computer Vision. 2011;241-248.? 

  4. Shu X, Tang J, Lai H, Liu L, Yan S. Personalized age progression with aging dictionary. In Proceedings of the IEEE international conference on computer vision. 2015;3970-3978.? 

  5. Clatici VG, Racoceanu D, Dalle C, Voicu C, Tomas-Aragones L, Marron SE, Wollina U. Perceived age and life style. The specific contributions of seven factors involved in health and beauty. Maedica. 2017;12(3):191.? 

  6. Coma M, Valls R, Mas JM, Pujol A, Herranz MA, Alonso V, Naval J. Methods for diagnosing perceived age on the basis of an ensemble of phenotypic features. Clinical, Cosmetic and Investigational Dermatology. 2014;17:133-7.? 

  7. Gunn DA, Rexbye H, Griffiths CE, Murray PG, Fereday A, Catt SD, Tomlin CC, Strongitharm BH, Perrett DI, Catt M, Mayes AE. Why some women look young for their age. PloS one. 2009;4(12):e8021.? 

  8. Christensen K, Iachina M, Rexbye H, Tomassini C, Frederiksen H, McGue M, Vaupel JW. "Looking old for your age": genetics and mortality. Epidemiology. 2004;15(2):251-2.? 

  9. Bulpitt CJ, Markowe HL, Shipley MJ. Why do some people look older than they should?. Postgraduate medical journal. 2001;77(911):578-81.? 

  10. Christensen K, Thinggaard M, McGue M, Rexbye H, Aviv A, Gunn D, van der Ouderaa F, Vaupel JW. Perceived age as clinically useful biomarker of ageing: cohort study. Bmj. 2009;(14):339.? 

  11. Noordam R, Gunn DA, Tomlin CC, Maier AB, Mooijaart SP, Slagboom PE, Westendorp RG, De Craen AJ, Van Heemst D, Leiden Longevity Study Group. High serum glucose levels are associated with a higher perceived age. Age. 2013;35:189-95.? 

  12. Noordam R, Gunn DA, Tomlin CC, Rozing MP, Maier AB, Slagboom PE, Westendorp RG, van Heemst D, De Craen AJ, Leiden Longevity Study group. Cortisol serum levels in familial longevity and perceived age: the Leiden longevity study. Psychoneuroendocrinology. 2012;37(10):1669-75.? 

  13. Rexbye H, Petersen I, Johansens M, Klitkou L, Jeune B, Christensen K. Influence of environmental factors on facial ageing. Age and Ageing. 2006;35(2):110-5.? 

  14. Farage MA, Miller KW, Elsner P, Maibach HI. Intrinsic and extrinsic factors in skin ageing: a review. International journal of cosmetic science. 2008;30(2):87-95.? 

  15. Matts PJ, Fink B, Grammer K, Burquest M. Color homogeneity and visual perception of age, health, and attractiveness of female facial skin. Journal of the American Academy of Dermatology. 2007;57(6):977-84.? 

  16. Ozdemir R, Kilinc H, unlu ER, Uysal CA, Sensoz O, Baran NC. Anatomicohistologic study of the retaining ligaments of the face and use in face lift: retaining ligament correction and SMAS plication. Plastic and reconstructive surgery. 2002;110(4):1134-47.? 

  17. Xia X, Chen X, Wu G, Li F, Wang Y, Chen Y, Chen M, Wang X, Chen W, Xian B, Chen W. Three-dimensional facial-image analysis to predict heterogeneity of the human ageing rate and the impact of lifestyle. Nature metabolism. 2020;2(9):946-57.? 

  18. Rutledge J, Oh H, Wyss-Coray T. Measuring biological age using omics data. Nature Reviews Genetics. 2022;23(12):715-27.? 

  19. Marioni RE, Belsky DW, Deary IJ, Wagner W. Association of facial ageing with DNA methylation and epigenetic age predictions. Clinical Epigenetics. 2018;10(1):1-3.? 

  20. Guo G, Mu G, Fu Y, Huang TS. Human age estimation using bio-inspired features. In2009 IEEE conference on computer vision and pattern recognition. 2009;112-119.? 

  21. Geng X, Yin C, Zhou ZH. Facial age estimation by learning from label distributions. IEEE transactions on pattern analysis and machine intelligence. 2013;35(10):2401-12.? 

  22. Shen W, Guo Y, Wang Y, Zhao K, Wang B, Yuille AL. Deep regression forests for age estimation. In Proceedings of the IEEE conference on computer vision and pattern recognition. 2018;2304-2313.? 

  23. Kwon YH, da Vitoria Lobo N. Age classification from facial images. Computer vision and image understanding. 1999;74(1):1-21.? 

  24. Albert AM, Ricanek Jr K, Patterson E. A review of the literature on the aging adult skull and face: Implications for forensic science research and applications. Forensic science international. 2007;172(1):1-9.? 

  25. Gao F, Ai H. Face age classification on consumer images with gabor feature and fuzzy lda method. In Advances in Biometrics: Third International Conference, ICB 2009;132-141.? 

  26. Geng X, Zhou ZH, Smith-Miles K. Automatic age estimation based on facial aging patterns. IEEE Transactions on pattern analysis and machine intelligence. 2007;29(12):2234-40.? 

  27. Cootes TF, Edwards GJ, Taylor CJ. Active appearance models. IEEE Transactions on pattern analysis and machine intelligence. 2001;23(6):681-5.? 

  28. Yan S, Zhou X, Liu M, Hasegawa-Johnson M, Huang TS. Regression from patch-kernel. In2008 IEEE Conference on Computer Vision and Pattern Recognition. 2008;1-8.? 

  29. Guo G, Mu G, Fu Y, Huang TS. Human age estimation using bio-inspired features. In IEEE conference on computer vision and pattern recognition. 2009;112-119.? 

  30. Guo G, Fu Y, Dyer CR, Huang TS. Image-based human age estimation by manifold learning and locally adjusted robust regression. IEEE Transactions on Image Processing. 2008;17(7):1178-88.? 

  31. Huang S, Zhuang L. Exponential discriminant locality preserving projection for face recognition. Neurocomputing. 2016;208:373-7.? 

  32. Simonyan K, Zisserman A. Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556. 2014;Sep 4.? 

  33. Chollet F. Xception: Deep learning with depthwise separable convolutions. In Proceedings of the IEEE conference on computer vision and pattern recognition. 2017;1251-1258.? 

  34. He K, Zhang X, Ren S, Sun J. Deep residual learning for image recognition. In Proceedings of the IEEE conference on computer vision and pattern recognition. 2016;770-778.? 

  35. Rothe R, Timofte R, Van Gool L. Dex: Deep expectation of apparent age from a single image. In Proceedings of the IEEE international conference on computer vision workshops. 2015;10-15.? 

  36. Rothe R, Timofte R, Van Gool L. Deep expectation of real and apparent age from a single image without facial landmarks. International Journal of Computer Vision. 2018;126(2-4):144-57.? 

  37. Ledig C, Theis L, Huszar F, Caballero J, Cunningham A, Acosta A, Aitken A, Tejani A, Totz J, Wang Z, Shi W. Photo-realistic single image super-resolution using a generative adversarial network. In Proceedings of the IEEE conference on computer vision and pattern recognition. 2017;4681-4690.? 

  38. Wang X, Li Y, Zhang H, Shan Y. Towards real-world blind face restoration with generative facial prior. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2021;9168-9178.? 

  39. Karras T, Laine S, Aila T. A style-based generator architecture for generative adversarial networks. In Proceedings of the IEEE/CVF conference on computer vision and pattern recognition. 2019;4401-4410.? 

  40. Lin Y, Shen J, Wang Y, Pantic M. Roi tanh-polar transformer network for face parsing in the wild. Image and Vision Computing. 2021;112:104190.? 

  41. Agustsson E, Timofte R, Escalera S, Baro X, Guyon I, Rothe R. Apparent and real age estimation in still images with deep residual regressors on appa-real database. In 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017). 2017;87-94.? 

  42. https://github.com/yu4u/age-gender-estimation, accessed on Aug. 26, 2023. 

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