Štetje pešcev s pomočjo računalniškega vida

diplomsko delo univerzitetnega študijskega programa

Klemen Grosek (Author), Iztok Kramberger (Mentor)

Abstract

V tem diplomskem delu se ukvarjamo z razvojem števca prehodov ljudi, ki temelji na podlagi računalniškega vida. Na začetku predstavimo že obstoječe možne rešitve štetja, zatem pa razvijemo in implementiramo lasten algoritem. V diplomskem delu so opisane vse ključne funkcije potrebne za uspešno prepoznavo objektov na sekvenci slik ter sledenja njihovem gibanju. Z razvito aplikacijo smo dosegli natančnost štetja prehodov nad 80 %.

Keywords

digitalna obdelava slik;računalniški vid;štetje prehodov ljudi;IP kamera;prepoznava objektov;

Data

Language:	Slovenian
Year of publishing:	2011
Source:	Rogatec
Typology:	2.11 - Undergraduate Thesis
Organization:	UM FERI - Faculty of Electrical Engineering and Computer Science
Publisher:	[K. Grosek]
UDC:	004.93:621.39(043.2)
COBISS:	15088662
Views:	2021
Downloads:	158
Average score:	0 (0 votes)
Metadata:

Other data

Secondary language:	English
Secondary title:	Computer based pedestrian counting
Secondary abstract:	In this thesis we deal with development of pedestrian counting system, based on computer vision. Firstly, exsisting methods of pedestrian counting are reviewed, afterwords we develop and implement our own computare vision based algorithm. In this thesis all the fundamental functions needed for object recognition and object tracking are described. With the developed application we acheaved accuracy of pedestrian counting more than 80 %.
Secondary keywords:	digital image processing;IP camera;computer vision;pedestrian counting;object recognition;
URN:	URN:SI:UM:
Type (COBISS):	Undergraduate thesis
Thesis comment:	Univ. v Mariboru, Fak. za elektrotehniko, računalništvo in informatiko, Elektronika
Pages:	XV, 53 str.
Keywords (UDC):	science and knowledge;organization;computer science;information;documentation;librarianship;institutions;publications;znanost in znanje;organizacije;informacije;dokumentacija;bibliotekarstvo;institucije;publikacije;prolegomena;fundamentals of knowledge and culture;propaedeutics;prolegomena;splošne osnove znanosti in kulture;computer science and technology;computing;data processing;računalniška znanost in tehnologija;računalništvo;obdelava podatkov;application-oriented computer-based techniques;računalniške tehnike za namensko rabo;aplikativno usmerjene računalniško podprte tehnike;pattern information processing;obdelava informacij v vzorcih;applied sciences;medicine;technology;uporabne znanosti;medicina;tehnika;engineering;technology in general;inženirstvo;tehnologija na splošno;mechanical engineering in general;nuclear technology;electrical engineering;machinery;strojništvo;electrical engineering;elektrotehnika;
ID:	1013844