By Yu-Jin Zhang
Video and photograph research of the human face presents a wealth of knowledge in regards to the person, , together with age, habit, wellbeing and fitness and occupation. With learn regularly being performed into a number of purposes of this box, a finished and particular quantity of the hot developments of face photo research is renowned. Advances in face photograph research: suggestions and applied sciences fulfills this desire, reviewing and surveying new forward-thinking study and improvement in face photograph research applied sciences. With greater than 30 prime specialists from world wide delivering entire insurance of varied branches of face photo research, this booklet is a useful asset for college kids, researchers and practitioners engaged within the learn, learn and improvement of face picture research strategies.
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Additional resources for Advances in Face Image Analysis: Techniques and Technologies
Lanitis et al. (2002) propose a method based on age functions. Every image in the face database 26 is described by a set of parameters b, and for each subject the best age function is drawn depending on his/her b. The main advantage of this approach is that different subject-based age functions allow taking into account external factors which contribute to age variations. Notice that the number of database subjects is very small, emphasizing the absence of a standard FERET-like database, which systematically models the age variations.
International Journal of ManMachine Studies, 15, 137–178. 1016/ S0020-7373(81)80001-6 Barrett, W. A. (1997). A survey of face recognition algorithms and testing results. Proc. Asilomar Conference on Signals, Systems & Computers, 1, 301-305. Bartlett, M. S. (2001). Face Image Analysis by Unsupervised Learning. Amsterdam: Kluwer Academic Publishers. Bartlett, M. , Movellan, J. , & Sejnowski, T. J. (2002). Face recognition by independent component analysis. IEEE Trans. NN, 13(6), 1450–1464. Belhumeur, P.
The first three properties are all counts for databases of sufficient size that include carefully controlled variations of these factors. The development of algorithms robust to these variations is critical for real applications. Furthermore, to fully demonstrate the algorithms’ performance; their scalability should be considered with the help of such databases. Recently, as it is relatively easy to collect many images from the Internet and as it is relatively efficient to label them, it has become increasingly popular to evaluate the performance of the techniques for face image analysis on large test sets.
Advances in Face Image Analysis: Techniques and Technologies by Yu-Jin Zhang
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