Camilo Perez

Incremental learning for robot perception through HRI

Visual scene understanding is a crucial skill for robots, yet difficult to achieve. Recently, Convolutional Neural Networks (CNN), have shown success in this task. However, there is still a gap between their performance on image datasets and real-world robotics scenarios. In particular, a-priori tra…