We report on an extensive study of the benefits and limitations of current deep learning
approaches to object recognition in robot vision scenarios, introducing a novel dataset used …

Mobile robot technology has been one of the most promising topics recently. As the basis of
mobile robots, object recognition has important research significance to perceive …

Due to the rapid development of the mobile robot technology, the vision-based object
perception in changing scenes is of great practical significance. However, visual object …