A convolutional neural network decision basis extraction apparatus includes a contribution rate calculation unit and a basis extraction unit. The contribution rate calculation unit obtains a contribution rate of a weight of a fully connected layer to an output label of an output layer. The basis extraction unit extracts a decision basis of a CNN based on a feature map input to the fully connected layer, the weight of the fully connected layer, and the above contribution rate.