In a Convolutional Neural Network $($CNN$),$ what are the roles of convolutional layers?

Question $1$ options:

To fully connect each neuron to every input pixel

To reduce the spatial dimensions of the input

To apply non$-$linear transformations to the input

To detect local features in input data using learned filters

To pool features across different regions