Thesis Details
Vyhodnocení úspěšnosti detekce objektů v obraze
Bachelor's Thesis
Student: Černošek Bedřich
Academic Year: 2014/2015
Supervisor: Zemčík Pavel, prof. Dr. Ing.
English title
Evaluation of Object Detection in Image
Language
Czech
Abstract
The main goal of this bachelor's thesis was to propose the evaluation method of object detection. Result of this work was to create a program which performs the evaluation of object detection on suitable data sample and intuitively displays result to user. The task was to propose suitable experiments and dataset for proving correctness of evaluation. Part of this work was to find optimal parameters for face detection and optimal photo preprocessing before the face detection.
Keywords
object detection in image, face detection, detection success, detector parameters, image preprocessing, AdaBoost, WaldBoost, classification, training, sampling, resampling, interpolation
Department
Degree Programme
Information Technology
Files
Status
defended, grade D
Date
15 June 2015
Reviewer
Committee
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT), předseda
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Drábek Vladimír, doc. Ing., CSc. (DCSY FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT), člen
Drábek Vladimír, doc. Ing., CSc. (DCSY FIT BUT), člen
Orság Filip, Ing., Ph.D. (DITS FIT BUT), člen
Ryšavý Ondřej, doc. Ing., Ph.D. (DIFS FIT BUT), člen
Citation
ČERNOŠEK, Bedřich. Vyhodnocení úspěšnosti detekce objektů v obraze. Brno, 2015. Bachelor's Thesis. Brno University of Technology, Faculty of Information Technology. 2015-06-15. Supervised by Zemčík Pavel. Available from: https://www.fit.vut.cz/study/thesis/16591/
BibTeX
@bachelorsthesis{FITBT16591, author = "Bed\v{r}ich \v{C}erno\v{s}ek", type = "Bachelor's thesis", title = "Vyhodnocen\'{i} \'{u}sp\v{e}\v{s}nosti detekce objekt\r{u} v obraze", school = "Brno University of Technology, Faculty of Information Technology", year = 2015, location = "Brno, CZ", language = "czech", url = "https://www.fit.vut.cz/study/thesis/16591/" }