The Newton Scheme for Deep Learning

no code implementations • 16 Oct 2018 • Junqing Qiu, Guoren Zhong, Yihua Lu, Kun Xin, Huihuan Qian, Xi Zhu

Then, by classifying the training model as a quick procedure of 'force pattern' recognition, we developed the Newton physics-based NS scheme.

Object Recognition

Vehicle Pose and Shape Estimation through Multiple Monocular Vision

1 code implementation • 10 Feb 2018 • Wenhao Ding, Shuaijun Li, Guilin Zhang, Xiangyu Lei, Huihuan Qian

We utilize state-of-the-art convolutional neural networks (CNNs) to extract vehicles' semantic keypoints and introduce a Cross Projection Optimization (CPO) method to estimate the 3D pose.