"improve detection accuracy" is a correct and usable phrase in written English.
It can be used to describe a situation where someone is trying to make something more accurate or to increase the ability to detect something. Example: The new software update aims to improve detection accuracy for identifying spam emails in your inbox.
Different feature selection algorithms are applied to improve detection accuracy.
Meanwhile, the output of each expert is combined with the outputs of its preceding experts to improve detection accuracy.
Finally, an optimal threshold adjustment mechanism is presented to improve detection accuracy for the whole video sequence.
Bartos and Rehak conducted an experiment for the proposed architecture and found that they could improve detection accuracy while keeping the false alarms constant.
They further suggested that filtering, clustering, and feature selection on the data is "important if real-time detection is desired," which can improve detection accuracy.
For consecutive frames, a false alarm suppression is conducted on account of differences of motion features between moving target and false alarms to improve detection accuracy again.
The simulation results shows significant improved detection accuracy as compared to the popular methods.
A key benefit here is that the detection and classification results from multiple overlapping images in Google Street View can be used for improving detection accuracy.
The authors used an adaptive filtering method to suppress the interference caused by the operator's respiratory movements and improved detection accuracy.
Our method consists of a deep segmentation network for generating mitosis region when only a weak label is given (i.e., only the centroid pixel of mitosis is annotated), an elaborately designed deep detection network for localizing mitosis by using contextual region information, and a deep verification network for improving detection accuracy by removing false positives.
They demonstrate that a number of these tools perform well, yet leave a lot of room for improving detection accuracy.
