Machine Learning, Artificial Intelligence, Statistics, Math, Mathematics.
lower dimensional images works just fine. The above example used 8 by 8 images with 3 channels so 192 vector for each image. (The images were natural images from STL data set.). The face images have dimensionality of 4096, which is 64 * 64. Orthonormal ICA — Back Tracking Line Search image from