roblem 5 (16 points) Determine whether the following statements are TRUE or FALSE. xplain your reasoning. (No credit without a valid explanation.) (a) In image acquisition, the frequency of the signal that is used for imaging has no effect on the obtained image. (b) Histogram equalization is an example of filtering. (c) Denoising is possible only when we know the distribution of the noise exactly. (d) In videos, most of the data is in fact redundant, and hence can be removed without losing much information. (e) A peroeptron can leam a linear decision boundary between two linearly separable pattern classes. (f) A multi-layer neural network can learn nonlinear decision boundaries, even without using nonlinear activation functions. (g) In the backpropagation algorithm, the error propagates through the network starting from the input layer until reaching the output layer. (b) In CNNs, pooling layers result in dimensionality reduction and translational invari