首页>
外国专利>
Method and System for Multiple Object Detection by Sequential Monte Carlo and Hierarchical Detection Network
Method and System for Multiple Object Detection by Sequential Monte Carlo and Hierarchical Detection Network
展开▼
机译:顺序蒙特卡洛和分层检测网络的多目标检测方法和系统
展开▼
页面导航
摘要
著录项
相似文献
摘要
A method and system for detecting multiple objects in an image is disclosed. A plurality of objects in an image is sequentially detected in an order specified by a trained hierarchical detection network. In the training of the hierarchical detection network, the order for object detection is automatically determined. The detection of each object in the image is performed by obtaining a plurality of sample poses for the object from a proposal distribution, weighting each of the plurality of sample poses based on an importance ratio, and estimating a posterior distribution for the object based on the weighted sample poses.
展开▼