deepsort中DetA
时间: 2023-09-04 09:14:27 浏览: 97
DeepSORT中的DetA是指在StrongSORT中引入的一个新的组件,用于在目标检测中自适应地调整检测器的阈值。DetA的核心思想是根据目标出现的频率来动态地调整检测器的阈值,从而提高目标检测的准确性和稳定性。通过将检测结果与跟踪器的输出进行匹配,DetA可以减少误检的目标,并提高目标的匹配质量。具体来说,在每一帧中,DetA根据目标的历史出现频率计算一个自适应的阈值,并将该阈值应用于目标检测的结果。这样,只有那些置信度高于阈值的检测结果才会被认为是有效的目标,从而减少了误检的目标。通过引入DetA组件,DeepSORT在目标检测任务中表现出更强的鲁棒性和准确性。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
#### 引用[.reference_title]
- *1* *3* [StrongSORT:Make DeepSORT Great Again](https://blog.csdn.net/scott198510/article/details/128702059)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}}] [.reference_item style="max-width: 50%"]
- *2* [StrongSORT_文献翻译](https://blog.csdn.net/m0_46246301/article/details/130642871)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v92^chatsearchT0_1"}}] [.reference_item style="max-width: 50%"]
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