Specularhighlightremovalisachallengingtask.Wepresentanovel
data-driven approach for automatic specular highlight removal
from a single image. To this end, we build a new dataset of real-
world images for specular highlight removal with corresponding
ground-truth diffuse images. Based on the dataset, we also present
a specular highlight removal network by introducing the detection
of specular reflections information as guidance. The experimental
evaluations indicate that the proposed approach outperforms recent
state-of-the-art methods.