Skip navigation
Skip navigation

CDnet 2014: An expanded change detection benchmark dataset

Wang, Yi; Jodoin, Pierre-Marc; Porikli, Fatih; Konrad, Janusz; Benezeth, Yannick; Ishwar, Prakash

Description

Change detection is one of the most important lowlevel tasks in video analytics. In 2012, we introduced the changedetection.net (CDnet) benchmark, a video dataset devoted to the evalaution of change and motion detection approaches. Here, we present the latest release of the CDnet dataset, which includes 22 additional videos (70; 000 pixel-wise annotated frames) spanning 5 new categories that incorporate challenges encountered in many surveillance settings. We describe these categories in detail...[Show more]

CollectionsANU Research Publications
Date published: 2014
Type: Conference paper
URI: http://hdl.handle.net/1885/52770
Source: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops
DOI: 10.1109/CVPRW.2014.126

Download

File Description SizeFormat Image
01_Wang_CDnet_2014:_An_expanded_change_2014.pdf2.41 MBAdobe PDF    Request a copy


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  23 August 2018/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator