2P1-C08 Camera Motion Robust Moving Object Detection Using an Anomaly Detection Method

2007 ◽  
Vol 2007 (0) ◽  
pp. _2P1-C08_1-_2P1-C08_4
Author(s):  
Yasuyuki Shimohata ◽  
Hideki Nakayama ◽  
Tatsuya Harada ◽  
Nobuyuki Otsu
Keyword(s):  
Anomaly Detection ◽  
Object Detection ◽  
Detection Method ◽  
Moving Object Detection ◽  
Moving Object ◽  
Camera Motion

MOVING OBJECT DETECTION FROM VIDEO CAPTURED BY MOVING SURVEILLANCE CAMERA

2021 ◽  
pp. 139-145
Author(s):  
Minh
Keyword(s):  
Object Detection ◽  
Template Matching ◽  
Moving Objects ◽  
Moving Object Detection ◽  
Object Motion ◽  
Moving Object ◽  
Camera Motion ◽  
Moving Camera ◽  
Image Differencing ◽  
Surveillance Camera

This paper presents an effective method for the detection of multiple moving objects from a video sequence captured by a moving surveillance camera. Moving object detection from a moving camera is difficult since camera motion and object motion are mixed. In the proposed method, we created a panoramic picture from a moving camera. After that, with each frame captured from this camera, we used the template matching method to found its place in the panoramic picture. Finally, using the image differencing method, we found out moving objects. Experimental results have shown that the proposed method had good performance with more than 80% of true detection rate on average.

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