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- W2108011713 abstract "paper identifies two novel techniques for face features extraction based on two different multi-resolution analysis tools; the first called curvelet transform while the second is waveatom transform. The resultant features are trained and tested via three improved hidden Markov Model (HMM) classifiers, such as: Structural HMM (SHMM), Deviance Information Criterion- Inverse Weighted Average K-mean-SHMM (DIC-IWAK- SHMM), and Enclosed Model Selection Criterion (EMC) coupled with DIC-IWAK-SHMM as the proposed methods for face recognition. A comparative studies for DIC-IWAK-SHMM approach to recognize the face ware achieved by using two type of features; one method using Waveatom features and the other method uses 2-level Curvelet features, these two methods compared with a six methods that used in previous researches. The goal of the paper is twofold; using Deviance information criterion and IWAK-means clustering algorithm based on SHMM." @default.
- W2108011713 created "2016-06-24" @default.
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- W2108011713 date "2011-03-31" @default.
- W2108011713 modified "2023-10-01" @default.
- W2108011713 title "DIC Structural HMM based IWAK-means to Enclosed Face Data" @default.
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- W2108011713 doi "https://doi.org/10.5120/2269-2923" @default.
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