Robust Abandoned Object Detection Using Dual Foregrounds

Robust Abandoned Object Detection Using Dual Foregrounds

As an alternative to the tracking-based approaches that heavily depend on accurate detection of moving objects, which often fail for crowded scenarios, we present a pixelwise method that employs dual foregrounds to extract temporally static image regions. Depending on the application, these regions indicate objects that do not constitute the original background but were brought into the scene a...

Survey on Abandoned Object Detection

In recent years due to various kind of social activities such as theft, bomb attack and other terrorist attack preventive security measures at public places has gained lot of importance. Abandoned Object detection is most crucial task in visual surveillance system. Many Public or open areas are facilitated with cameras at multiple angles to monitor the security of that area for keeping citizens...

Abandoned Object Detection on Controlled Scenes Using Kinect

This paper presents a new approach for the detection of abandoned objects in partially controlled environments using images from a low cost depth sensor. To reach this goal, we propose a systems which involves: (i) a two phase object segmentation based on 3D points clustering, (ii) an object selection based on permanence and object dimensions and, finally, (iii) a state machine monitoring capab...

A Real Time Abandoned Object Detection and Addressing using IoT

Robust abandoned object detection integrating wide area visual surveillance and social context

16 This paper presents a video surveillance framework that robustly and effi17 ciently detects abandoned objects in surveillance scenes. The framework is 18 based on a novel threat assessment algorithm which combines the concept 19 of ownership with automatic understanding of social relations in order to 20 infer abandonment of objects. Implementation is achieved through develop21 ment of a log...