最近,杭州天空变蓝了,马路边的树叶开始渐变成黄色,真正的秋天开始进入我们生活,燥热的天气不再有,心情都好起来了。真正的秋天到来,为了消除秋乏,有兴趣的您可以和我一起探讨接下来讲述的新技术框架,主要涉及深度学习及目标检测领域,那就开始吧!
先简单说下背景:
研究背景
[1] Girshick, R. B.; Donahue, J.; Darrell, T.; and Malik, J. 2014. Rich feature hierarchies for accurate object detection and semantic segmentation. In CVPR, 580–587.
[2] Uijlings, J. R. R.; van de Sande, K. E. A.; Gevers, T.; and Smeulders, A. W. M. 2013. Selective search for object recognition. IJCV 104(2):154–171.
[3] Krizhevsky, A.; Sutskever, I.; and Hinton, G. E. 2012. Imagenet classification with deep convolutional neural networks. In NIPS, 1106–1114.
[4] Girshick, R. B. 2015. Fast R-CNN. In ICCV, 1440–1448.
动 机
框 架
特征提取
MRP
RDA
实验结果