公开(公告)号：US10037599B2

公开(公告)日：2018-07-31

申请号：US15132670

申请日：2016-04-19

Applicant: Omni AI, Inc.

Inventor： Ming-Jung Seow ,  Tao Yang ,  Wesley Kenneth Cobb

IPC: G06K9/00 ,  G06T5/00 ,  G06K9/62 ,  G06T7/10 ,  G06T7/246 ,  G06T7/194

CPC classification number: G06T5/009 ,  G06K9/6218 ,  G06K9/6267 ,  G06T5/008 ,  G06T7/10 ,  G06T7/194 ,  G06T7/251 ,  G06T2207/10016 ,  G06T2207/10024 ,  G06T2207/20081 ,  G06T2207/20208

Abstract: Techniques are disclosed for analyzing a scene depicted in an input stream of video frames captured by a video camera. Bounding boxes are determined for a set foreground patches identified in a video frame. For each bounding box, the techniques include determining textures for first areas, each including a foreground pixel and surrounding pixels, and determining textures for second areas including pixels of the background model image corresponding to the pixels of the foreground areas. Further, for each foreground pixel in the bounding box area, a correlation score is determined based on the texture of the corresponding first area and second area. Pixels whose correlation scores exceed a threshold are removed from the foreground patch. The size of the bounding box may also be reduced to fit the modified foreground patch.