Thesis Details
Odhad výšky osob zaznamenaných na videu
English title
Estimate the Height of a Persons from the Video Data
Language
Czech
Abstract
The aim of this bachelor thesis is to create an application that can detect pedestrians and make an estimate of their height from the video data. In the main part of the thesis I introduced security cameras and image processing methods suitable for detecting and classifying objects. Based on the comparison of these methods, I realized the pedestrian detection using Histograms of Oriented Gradients. As the input parameters of the proposed height estimation algorithm, I used the position and properties of the camera and reference objects or points.
Keywords
CCTV, image processing, human detection, human height estimation, HOG, OpenCV
Department
Degree Programme
Information Technology
Files
Status
defended, grade B
Date
14 June 2017
Reviewer
Committee
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT), předseda
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Češka Milan, doc. RNDr., Ph.D. (DITS FIT BUT), člen
Martínek Tomáš, doc. Ing., Ph.D. (DCSY FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
Citation
JELEN, Vilém. Odhad výšky osob zaznamenaných na videu. Brno, 2017. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2017-06-14. Supervised by Goldmann Tomáš. Available from: https://www.fit.vut.cz/study/thesis/19345/
BibTeX
@bachelorsthesis{FITBT19345, author = "Vil\'{e}m Jelen", type = "Bachelor's thesis", title = "Odhad v\'{y}\v{s}ky osob zaznamenan\'{y}ch na videu", school = "Brno University of Technology, Faculty of Information Technology", year = 2017, location = "Brno, CZ", language = "czech", url = "https://www.fit.vut.cz/study/thesis/19345/" }