首页> 外国专利> DCNN CCTV Apparatus for CCTV Video Analytics Based on Object-Image Recognition DCNN and Driving Method Thereof

DCNN CCTV Apparatus for CCTV Video Analytics Based on Object-Image Recognition DCNN and Driving Method Thereof

机译:基于目标图像识别DCNN的用于闭路电视视频分析的DCNN CCTV设备及其驱动方法

摘要

The present invention relates to an object image recognition DCNN-based CCTV video analysis device and a method for driving the device. According to an embodiment of the present invention, the object image recognition DCNN-based CCTV video analysis device performs video analysis by means of a DCNN providing a recognition result on an object in a video. The object image recognition DCNN-based CCTV video analysis device includes: a communication interface unit receiving first video frame videos provided by a video provision device; and a control unit performing motion-based detection and tracking of moving objects in second video frame videos converted to a format for video processing load reduction by using the received first video frame videos, extracting each of images of objects under tracking, distinguishing tracking objects by using a recognition result obtained by DCNN input of the extracted object image, confirming a user non-interest object out of a designated reference in the distinguished tracking objects, and detecting an event based on the tracking information and designation rule of a user interest object obtained by removal of the confirmed user non-interest object from tracking object targets.
机译:基于物体图像识别的基于DCNN的CCTV视频分析设备和驱动该设备的方法技术领域本发明涉及基于物体图像识别的基于DCNN的CCTV视频分析设备及其驱动方法。根据本发明的实施例,基于对象图像识别的基于DCNN的CCTV视频分析设备借助于提供对视频中的对象的识别结果的DCNN来执行视频分析。基于对象图像识别的基于DCNN的CCTV视频分析设备包括:通信接口单元,其接收由视频提供设备提供的第一视频帧视频;以及控制单元,其通过使用接收到的第一视频帧视频对第二视频帧视频中的运动对象进行基于运动的检测和跟踪,该第二视频帧视频被转换为用于减轻视频处理负荷的格式,提取正在跟踪的对象的每个图像,通过使用通过提取的对象图像的DCNN输入获得的识别结果,从所识别的跟踪对象中的指定参考中确认用户非兴趣对象,并且基于所获得的用户兴趣对象的跟踪信息和指定规则来检测事件。通过从跟踪对象目标中删除已确认的用户非兴趣对象。

著录项

相似文献

  • 专利
  • 外文文献
  • 中文文献
获取专利

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号