Sekundarni jezik: |
Angleški jezik |
Sekundarni naslov: |
Movement detection from digital images for object tracking |
Sekundarni povzetek: |
Spatial information of moving objects has to be coupled with time code and the result is motion path. We face the challenge to automate the process of detecting and locating moving objects. Photogrammetry offers a proven technique to locate objects, called stereo restitution. If we record an object in a certain time period with a sequence of pairs of stereo images, we can determine the object location for every instance during that time period. Setting homologous points for a large sequence of stereo images by hand is unpractical, leading us to research possibilities for automation with digital image processing. In this work I describe features of digital images and theoretical solutions for object detection and tracking. For this purpose I also wrote a test software for automatic object detection and setting of their homologous points. Our sample video clips showed that the application works fine, except when encountering object overlay, low background to object contrast or non-rigid objects. |
Sekundarne ključne besede: |
digital images;image change detection;object tracking; |
Vrsta datoteke: |
application/pdf |
Vrsta dela (COBISS): |
Diplomsko delo |
Komentar na gradivo: |
Univ. Ljubljana, Fakulteta za gradbeništvo in geodezijo, Oddelek za geodezijo, Univerzitetni študij geodezije, Smer: Prostorska informatika |
Strani: |
XI, 95 str., pril. |
Vrsta dela (ePrints): |
thesis |
Naslov (ePrints): |
Prepoznavanje premikov iz digitalnih slik za določitev poti gibanja |
Ključne besede (ePrints): |
geodezija;diplomska dela;UNI;digitalne slike;prepoznavanje razlik v zaporedju slik;sledenje objektov; |
Ključne besede (ePrints, sekundarni jezik): |
digital images;image change detection;object tracking; |
Ključne besede (ePrints, sekundarni jezik): |
digital images;image change detection;object tracking; |
ID: |
8310679 |