Multi Person Tracking in Real Time Video Streams
Dissertation -
Author: José Pedro da Silva Couto e Sá
Supervisor at Feup: Luís Teixeira
Supervisor at Fraunhofer: Rui Marques
Progress
From 18 of February to 3 of March
Installation and configuration of working tools such as Linux, compilers and OpenCV. Installation of cameras.
Bibliographic search on basic methods of image processing and object tracking.
Train with some code samples to learn how to work with OpenCV
From 4 of March to 17 of March
Creation of the web page.
Bibliographic search on the HOG descriptor.
Start of the development of the project.
Implementation of a person detector (HOG Descriptor).
Search for alternatives for a robotic arm.
From 18 to 24 of March
Continuation of the implementation of the HOG Descriptor and development of the web page.
Improvement of the code.
Resolution of some problems related with the camera stream and compatibility with OpenCV.
From 25 to 31 of March
Finishing the HOG descriptor.
Start of the research to implement the Kalman filter, which will track the points detected by HOG.
From 1 to 7 of April
Implementation of the Kalman filter.
From 8 to 14 of April
Resolution of some running problems of the program.
Improvement of the Kalman Filter.
From 15 to 21 of April
Finishing the person tracker.
Start of integration of the hardware: connecting the PC, arduino, sk pang DMX shield and moving head together.
Research on how to use arduino and how to program it.
From 22 to 28 of April
Integration of the arduino board with the rest of the project.
Programing arduino board to enable it to receive commands from the person tracker.
From 29 of April to 5 of May
Resolution of some problems related with the compatibility of the linux operating system and hardware (cameras and arduino).
Set up moving head and sending move-commands to it.
Pose estimation (cam-person-light).
From 6 of May to 19 of May
Improvement of the application.
Search for solutions to obtain video from the Bosch video camera in real time.
From 20 of May to 2 of June
Application testing and system testing (camera+moving head+application).
System adjustments based on the testing results.
From 3 of June to 25 June
Dissertation writting.