An image advanced semantic recognition method based on multi-feature fusion of a deep network
A multi-feature fusion and deep network technology, applied in the field of computer image emotional semantic recognition, can solve problems such as the small number of emotional data sets, the inability to fully meet the requirements of deep learning training, and the inability to fully reflect the advanced semantic information of images. , to achieve the effect of scientific selection of experimental images and improvement of accuracy
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[0055] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0056] Emotion recognition in images is a completely different complex task than object detection or image classification. In the present invention, the pre-extracted low-level features such as color and texture statistics are combined, and the deep features extracted by the trained deep network model are combined to obtain a set of feature emotion recognition distributions that reflect emotions as fully as possible complexity. And finally use a phrase with e...
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