Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution

1 code implementation • 22 Jun 2020 • Qiulin Zhang, Zhuqing Jiang, Qishuo Lu, Jia'nan Han, Zhengxin Zeng, Shang-Hua Gao, Aidong Men

Therefore, instead of directly removing uncertain redundant features, we propose a \textbf{sp}lit based \textbf{conv}olutional operation, namely SPConv, to tolerate features with similar patterns but require less computation.

Automatic Arm Motion Recognition Based on Radar Micro-Doppler Signature Envelopes

no code implementations • 23 Oct 2019 • Zhengxin Zeng, Moeness Amin, Tao Shan

In considering human-machine interface (HMI) for smart environment, a simple but effective method is proposed for automatic arm motion recognition with a Doppler radar sensor.

Hand Gesture Recognition based on Radar Micro-Doppler Signature Envelopes

no code implementations • 29 Nov 2018 • Moeness G. Amin, Zhengxin Zeng, Tao Shan

We introduce a simple but effective technique in automatic hand gesture recognition using radar.

Hand Gesture Recognition Hand-Gesture Recognition