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MVPDT - Multi-View sequences for People Detection and Tracking

about MVPDT dataset

* MVPDT contains two sequences taken in our lab, where there are 4 cameras with overlapping field of view installed in the four corners. The lab has a dimension about 5m*6m. Images have resolution 1024x768 and are stored in jpeg format and the frame rate is 15 fps. Seq1 is about 3 and a half minutes in length, with only one person moving in the room. Seq2 is about 7 minutes, with up to three persons moving in the room. Calibration files and ground-truth files obtained by manual labelling are also provided below.

<i>seq. 1</i> seq. <i>sharp-illumination-edge</i> <i>seq. 2</i>
Multi-view samples of MVPDT

* MVPDT comes with camera calibration files: for every camera, we provide all the information needed to compute the image projection (pixel coordinates) of a 3D point. C++ code implementing this projection is provided.

room
Room dimensions, ground coordinates, and camera positions

* A ground truth file is provided for each sequence which contains people's ground positions that where manually annotated.


download MVPDT

MVPDT is provided for research or academic purposes only. If you use this dataset please cite our ICIAP'13 paper referenced at the bottom of this page.

* Download sequence one [~2GB, 3.5mins @ 4x15Hz] with ground truth and README file

* Download sequence two [~4GB, 7mins @ 4x15Hz] with ground truth and README file

* Calibration files for CAM 0 CAM 1 CAM 2 CAM 3 computed using checkerboard pattern and OpenCV routines

* Simple c++ code to compute the image projection of a 3D point from MVPDT calibration files.


related publications

* H. Tao, S. Mutlu, O. Lanz
Multicamera People Tracking Using a Locus-based Probabilistic Occupancy Map
International Conference on Image Analysis and Processing - ICIAP 2013, Naples, Italy, September 11-13, 2013 [mpeg4 video]

info

For further information contact
- Tao Hu, e-mail h u t a o (at) fbk. eu
- Oswald Lanz, e-mail l a n z (at) fbk. eu

on-line: July 2013