Sentence examples for proposal methods from inspiring English sources

One aim of detection proposal methods is to reduce the computational overhead of object detection.

We also explore other factors such as proposal methods and imbalance of training samples.

The algorithm only takes 0.15 s and can be applied to any existing proposal methods to improve their localization quality.

Extensive experiments on PASCAL VOC 2007 and ILSVRC 2013 datasets show our approach significantly and consistently improves the recall, localization accuracy, and detection performance of existing proposal methods.

The proposal methods can provide a way to share HRIs safely, and may be used in the field of regional health, telemedicine and remote education at a low cost.

A fast and accurate proposal method of human detection called personness estimation is proposed, which facilitates real-time human detection on mobile devices and can be effectively integrated into part-based detection, achieving high detection performance at a low computational cost.

Experimental results demonstrate the effectiveness of our proposal method.

The other advantage of the proposal method is simplicity.

The result of the DTMC method and the proposal method is compared in both figures.

Moreover, the proposal method is more simple because the mathematical calculation is not necessary.

Therefore, the proposal method is more flexible and expected to be more accurate.