New Journal Publication in Remote Sensing

Learning-Based Optimization of Hyperspectral Band Selection for Classification
C.O. Ayna, R. Mdrafi, Q. Du, A.C. Gurbuz
Remote Sensing 15, no. 18: 4460. https://doi.org/10.3390/rs15184460

We propose a deep learning (DL) architecture composed of a constrained measurement learning network for band selection, followed by a classification network optimizing the final classification loss while learning to select the bands for this task. In this way, the proposed network directly learns to select bands that enhance the classification performance. For more, please check out our full manuscript here