Deep Learning in Object Detection and Recognition by Xiaoyue Jiang Abdenour Hadid Yanwei Pang Eric Granger & Xiaoyi Feng

Author:Xiaoyue Jiang, Abdenour Hadid, Yanwei Pang, Eric Granger & Xiaoyi Feng
Language: eng
Format: epub
Publisher: Springer Singapore, Singapore

In this section, we present and discuss the results obtained by our proposed method. Firstly, we feed the VGG-face model with the face images in different color spaces and extract LBP features from different convolutional layers. Apart from intra test, we also perform cross test to evaluate the generalization capability. Secondly, we concatenate the LBP of different color spaces and analysis the influence of different concatenation mechanisms. Finally, we compare the performance of proposed detection method with the state-of-the-art methods.

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