Reviews: PerspectiveNet: 3D Object Detection from a Single RGB Image via Perspective Points

Neural Information Processing Systems 

Originality: To the best of my knowledge, using projected 3D bounding box corners as an intermediate representation is a novel idea. Moreover, this is much more intuitive and natural compared to previous works. The related works are very well cited, making this paper more informative. Quality: The paper is technically sound. By introducing projected perspective points, this work achieves state of art 3D detection result on a challenging dataset. However, several ambiguities arise in the experiment section, which makes some important details less clear.