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

Department of Computer Graphics and Multimedia FIT BUT

Degree Programme

Information Technology

Files

Thesis text 1 MB

Status

defended, grade D

Date

15 June 2015

Reviewer

Behúň Kamil, Ing.

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

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/"
}

Theses