Deep Learning for Visual Understanding [From the Guest Editors].

In the past decade, there has been a transformative and permanent revolution in computer vision cultivated by the reinvigorated adoption of deep learning for visual understanding tasks. Driven by the increasing availability of large annotated data sets, efficient training techniques, and faster computational platforms, deep-learning-based solutions have been progressively employed in a broader spe...