Auflistung nach Schlagwort "spatial LSTM"
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- TextdokumentMulti-scale facial scanning via spatial LSTM for latent facial feature representation(BIOSIG 2017, 2017) Kim,Seong Tae; Choi,Yeoreum; Ro,Yong ManIn the past few decades, automatic face recognition has been an important vision task. In this paper, we exploit the spatial relationships of facial local regions by using a novel deep network. In the proposed method, face is spatially scanned with spatial long short-term memory (LSTM) to encode the spatial correlation of facial regions. Moreover, with facial regions of various scales, the complementary information of the multi-scale facial features is encoded. Experimental results on public database showed that the proposed method outperformed the conventional methods by improving the face recognition accuracy under illumination variation.