[引用][C] The impact of visual saliency prediction in image classification
EA Sánchez - 2017 - Universitat Politècnica de Catalunya …
The impact of visual saliency prediction in image classification
E Arazo Sánchez - 2017 - upcommons.upc.edu
This thesis introduces an architecture to improve the accuracy of a Convolutional Neural
Network trained for image classification using visual saliency predictions from the original
images. In this thesis the accuracy of a Convolutional Neural Network (CNN) trained for
classification has been improved using saliency maps from the original images. The network
had an AlexNet architecture and was trained using 1.2 million images from the Imagenet
dataset. Two methods had been explored in order to exploit the information from the visual …
Network trained for image classification using visual saliency predictions from the original
images. In this thesis the accuracy of a Convolutional Neural Network (CNN) trained for
classification has been improved using saliency maps from the original images. The network
had an AlexNet architecture and was trained using 1.2 million images from the Imagenet
dataset. Two methods had been explored in order to exploit the information from the visual …
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