Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by Marcelo Mendoza & Sergio Velastín

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications by Marcelo Mendoza & Sergio Velastín

Author:Marcelo Mendoza & Sergio Velastín
Language: eng
Format: epub, pdf
Publisher: Springer International Publishing, Cham


4.2 Performance Evaluation for Face Sketch Recognition

From the analysis presented in the previous section, we consider that the average pooling descriptor from the third convolutional layer in block 8 (b8-avg) provides the best compromise between accuracy and efficiency; therefore we will use it for the experiments on face sketch recognition. Our goal here is to study the performance of these descriptors in a different problem for which the network was not trained for.

Fig. 2.Images from the PRIP-VSGC database.



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