Before revision:  In this paper, we provide a brief introduction to the domain adaptation problem for object detection and present an overview of various methods proposed to date for addressing this problem .
After revision:  In this paper, we provide a brief introduction to the domain adaptation problem for object detection and present an extensive survey of the various methods .