Cascade RPN: Delving into High-Quality Region Proposal Network with Adaptive Convolution

2 code implementations • NeurIPS 2019 • Thang Vu, Hyunjun Jang, Trung X. Pham, Chang D. Yoo

This paper considers an architecture referred to as Cascade Region Proposal Network (Cascade RPN) for improving the region-proposal quality and detection performance by \textit{systematically} addressing the limitation of the conventional RPN that \textit{heuristically defines} the anchors and \textit{aligns} the features to the anchors.

Object Detection Region Proposal