A Simple Change Comparison Method for Image Sequences Based on Uncertainty Coefficient

10/14/2018
by   Ruzhang Zhao, et al.
0

For identification of change information in image sequences, most studies focus on change detection in one image sequence, while few studies have considered the change level comparison between two different image sequences. Moreover, most studies require the detection of image information in details, for example, object detection. Based on Uncertainty Coefficient(UC), this paper proposes an innovative method CCUC for change comparison between two image sequences. The proposed method is computationally efficient and simple to implement. The change comparison stems from video monitoring system. The limited number of provided screens and a large number of monitoring cameras require the videos or image sequences ordered by change level. We demonstrate this new method by applying it on two publicly available image sequences. The results are able to show the method can distinguish the different change level for sequences.

READ FULL TEXT

page 3

page 4

research
06/28/2021

An Uncertainty Estimation Framework for Probabilistic Object Detection

In this paper, we introduce a new technique that combines two popular me...
research
04/26/2016

Semantic Change Detection with Hypermaps

Change detection is the study of detecting changes between two different...
research
08/06/2016

Compressive Change Retrieval for Moving Object Detection

Change detection, or anomaly detection, from street-view images acquired...
research
03/11/2008

Spatio-activity based object detection

We present the SAMMI lightweight object detection method which has a hig...
research
11/30/2022

A data set providing synthetic and real-world fisheye video sequences

In video surveillance as well as automotive applications, so-called fish...
research
07/31/2019

Optimal Sequential Tests for Monitoring Changes in the Distribution of Finite Observation Sequences

This article develops a method to construct the optimal sequential test ...
research
02/06/2023

Sequential change detection via backward confidence sequences

We present a simple reduction from sequential estimation to sequential c...

Please sign up or login with your details

Forgot password? Click here to reset