Title :
Dense image matching: Comparisons and analyses
Author :
Remondino, Fabio ; Spera, Maria Grazia ; Nocerino, Erica ; Menna, Fabio ; Nex, Francesco ; Gonizzi-Barsanti, Sara
Author_Institution :
3D Opt. Metrol. (3DOM) Unit, Bruno Kessler Found. (FBK), Trento, Italy
fDate :
Oct. 28 2013-Nov. 1 2013
Abstract :
The paper presents a critical review and analysis of dense image matching algorithms. The analyzed algorithms stay in the commercial as well open-source domains. The employed datasets include scenes pictured in terrestrial and aerial blocks, acquired with convergent and parallel-axis images and different scales. Geometric analyses are reported, comparing the dense point clouds with ground truth data.
Keywords :
image matching; aerial block scenes; convergent images; dense image matching algorithms; dense point clouds; geometric analyses; ground truth data; parallel-axis images; terrestrial block scenes; Abstracts; Area measurement; Classification algorithms; History; Sensor phenomena and characterization; Technological innovation; 3D; Comparison; Image Matching; Photogrammetry;
Conference_Titel :
Digital Heritage International Congress (DigitalHeritage), 2013
Conference_Location :
Marseille
Print_ISBN :
978-1-4799-3168-2
DOI :
10.1109/DigitalHeritage.2013.6743712
