A method and apparatus for increasing resolution of video images are
disclosed. Vectors may be produced based on a sequence of video frames.
Low dimensional vectors may be produced from the vectors. Groups of at
least two of the low dimensional vectors may be interpolated to produce
respective low dimensional interpolated vectors. Each of the low
dimensional vectors and the interpolated low dimensional vectors may be
mapped, according to a model, to obtain dimensionally increased image
information. Aspects of the image information may be included in
corresponding video frames and corresponding interpolated video frames.