Details of the dataset 2012
- This dataset contains 6 video categories with 4 to 6 videos sequences in each category
- Each individual video file (.zip or .7z) can be downloaded separately. Alternatively, all videos files within one category can be downloaded as a single .zip or .7z file
- Each video file when uncompressed becomes a directory which contains the following:
- a sub-directory named "input" containing a separate JPEG file for each frame of the input video
- a sub-directory named "groundtruth" containing a separate BMP file for each frame of the groundtruth
- "an empty folder named "results" for binary results (1 binary image per frame per video you have processed)
- files named "ROI.bmp" and "ROI.jpg" showing the spatial region of interest
- a file named "temporalROI.txt" containing two frame numbers. Only the frames in this range will be used to calculate your score
- The groundtruth images contain 5 labels namely:
- 0 : Static
- 50 : Hard shadow
- 85 : Outside region of interest
- 170 : Unknown motion (usually around moving objects, due to semi-transparency and motion blur)
- 255 : Motion
Click here to download the entire dataset : dataset2012.zip | 7z
Click on the tabs below to view sample frames and download individual videos and complete video categories.
If you use this facility in any publication, we request you to kindly acknowledge this website (www.changedetection.net) and cite the following overview paper :
N. Goyette, P.-M. Jodoin, F. Porikli, J. Konrad, and P. Ishwar, changedetection.net: A new change detection benchmark dataset,
in Proc. IEEE Workshop on Change Detection (CDW-2012) at CVPR-2012, Providence, RI, 16-21 Jun., 2012
Thermal
This category contains videos shot by a thermal camera.
-

corridor.zip | 7z
(5400 frames) -

library.zip | 7z
(4900 frames) -

park.zip | 7z
(600 frames) -

diningRoom.zip | 7z
(3700 frames) -

lakeSide.zip | 7z
(6500 frames)
Shadow
This category contains videos with prevalent hard and soft shadow and intermittent shades.
-

backdoor.zip | 7z
(2000 frames) -

bungalows.zip | 7z
(1700 frames) -

busStation.zip | 7z
(1250 frames) -

cubicle.zip | 7z
(7400 frames) -

peopleInShade.zip | 7z
(1199 frames) -

copyMachine.zip | 7z
(3400 frames)
Intermittent Object Motion
This category contains videos containing background objects moving away, abandoned objects and objects stopping for a short while and then moving away.
-

abandonedBox.zip | 7z
(4500 frames) -

parking.zip | 7z
(2500 frames) -

streetLight.zip | 7z
(3200 frames) -

sofa.zip | 7z
(2750 frames) -

tramstop.zip | 7z
(3200 frames) -

winterDriveway.zip | 7z
(2500 frames)
Camera Jitter
This category contains videos with heavy camera jitter.
-

badminton.zip | 7z
(1150 frames) -

boulevard.zip | 7z
(2500 frames) -

sidewalk.zip | 7z
(1200 frames) -

traffic.zip | 7z
(1570 frames)
Dynamic Background
This category contains videos exhibiting dynamic background motion.
-

boats.zip | 7z
(7999 frames) -

canoe.zip | 7z
(1189 frames) -

fountain01.zip | 7z
(1184 frames) -

fountain02.zip | 7z
(1499 frames) -

overpass.zip | 7z
(3000 frames) -

fall.zip | 7z
(4000 frames)
Baseline
This category contains simple videos.
-

highway.zip | 7z
(1700 frames) -

office.zip | 7z
(2050 frames) -

pedestrians.zip | 7z
(1099 frames) -

PETS2006.zip | 7z
(1200 frames)