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IEEE Transactions on Pattern Analysis and Machine Intelligence· 2016Q1

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun

Short summary

This paper introduces a Region Proposal Network (RPN) that integrates seamlessly with object detection networks, enabling real-time performance by generating region proposals at nearly no computational cost.

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Field: Computer Vision and Pattern Recognition

Computer Vision and Pattern RecognitionComputer Science