Skip to content

santhosh-kumar/MultiCameraTracking

master
Switch branches/tags

Name already in use

A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
Code

Latest commit

 

Git stats

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
obj
 
 
src
 
 
 
 
 
 

A multi-camera tracking algorithm using OpenCV. It depends on OpenCv 2.3.1 (http://opencv.org/), Boost libraries (http://www.boost.org/) and Intel IPP (https://software.intel.com/en-us/intel-ipp).

Usage

In order to run the tracker, use the following command:

Windows

MultiCameraTracker.exe -d config.cfg

(or)

MultiCameraTracker.bat

Linux

./MultiCameraTracker -d config.cfg

(or)

./MultiCameraTracker.sh

Compilation

Windows: Build the Visual studio project.

Linux: Run the make file inside the "obj" folder.

Note: Make sure Intel IPP, OpenCv 2.3.1 and Boost libraries are located in appropriate folders.

Data

Here is the sample data folder: https://www.dropbox.com/s/gnheat18lotoi2k/data.tar.gz?dl=0

Note: Follow a similar folder structure for new scenarios.

Contact

[1] Santhoshkumar Sunderrajan( santhosh@ece.ucsb.edu) Website: http://santhoshsunderrajan.com/

Bibtex

If you use the code in any of your research works, please cite the following papers:

@inproceedings{ni2010particle,
  title={Particle filter tracking with online multiple instance learning},
  author={Ni, Zefeng and Sunderrajan, Santhoshkumar and Rahimi, Amir and Manjunath, BS},
  booktitle={Pattern Recognition (ICPR), 2010 20th International Conference on},
  pages={2616--2619},
  year={2010},
  organization={IEEE}
}

@inproceedings{ni2010distributed,
  title={Distributed particle filter tracking with online multiple instance learning in a camera sensor network},
  author={Ni, Zefeng and Sunderrajan, Santhoshkumar and Rahimi, Amir and Manjunath, BS},
  booktitle={Image Processing (ICIP), 2010 17th IEEE International Conference on},
  pages={37--40},
  year={2010},
  organization={IEEE}
}

Disclaimer

I may have used some good codes from various sources, please feel free to notify me if you find a piece of code that I need to acknowledge.

About

Multi-camera tracking algorithm using OpenCv and intel IPP.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages