Related Work CNN-based object detectors:CNN-based object detectors are commonly classified into two-stage detectors and one-stage detectors. In two-stage detectors, R-CNN [8] is among the earliest CNN-based detection systems. Since then, progressive
Perceptual Generative Adversarial Networks for Small Object Detection 2017-07-11 19:47:46 CVPR 2017 This paper use GAN to handle the issue of small object detection which is a very hard problem in general object detection. As shown in the followin
原文出处 感谢作者~ Faster R-CNN: Towards Real-Time Object Detection with Region ProposalNetworks Shaoqing Ren, Kaiming He, Ross Girshick, Jian Sun 摘要 目前最先进的目标检测网络需要先用区域建议算法推测目标位置,像SPPnet[7]和Fast R-CNN[5]这些网络已经减少了检测网络的运行时间,这时计算区域建议就成了瓶颈问题.本文中,我们介绍一种区域建议网络(Reg
P. Felzenszwalb, R. Girshick, D. McAllester, D. RamananObject Detection with Discriminatively Trained Part Based ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 32, No. 9, Sep. 2010 读本文,不是因为DPM,而是因为训练SVM的hard negative minin