This dataset contains essential research data that can be used to reproduce the results in the paper published in JRSI (by Palacio-Torralba et al.). This dataset is stored at Heriot-Watt University PURE system. It will be made available shortly after the acceptance of the paper by JRSI. Contact person: Dr. Y Chen (y dot chen AT hw dot ac dot uk)