SURF feature input to neural network in MATLAB

℡╲_俬逩灬. 提交于 2019-12-13 02:46:57

问题


Can I input the SURF feature obtained by the MATLAB command (detectSURFFeature) as input to the neural network to train network in order to classify/detect the object in the image?.if yes how can I cop with the multidimensional data obtained by the descriptor? I am using image set of same resolution and almost similar orientation. I am using only MATLAB.


回答1:


One way to do this is to use the bag of features approach. You discretize the space of the SURF descriptors, and then you compute a histogram of the descriptors in your image. This gives you a single vector that you can use at input to a neural network or any other classifier of your choice.



来源:https://stackoverflow.com/questions/29047377/surf-feature-input-to-neural-network-in-matlab

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