Due to the expension of High Dynamic Range (HDR) imaging applications into various aspects daily life, an efficient retrieval system, tailored this type data, has become a pressing challenge. In paper, reliability Convolutional Neural Networks (CNN) descriptor and its investigation for HDR image are studied. The main idea consists in exploring use CNN determine descriptor. Specifically, Percept...