학술논문

The cascaded Hough transform as an aid in aerial image interpretation
Document Type
Conference
Source
Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271) Computer vision Computer Vision, 1998. Sixth International Conference on. :67-72 1998
Subject
Computing and Processing
Signal Processing and Analysis
Shape
Buildings
Moon
Remote sensing
Computer vision
Image reconstruction
Data mining
Spatial resolution
Image resolution
Detectors
Language
Abstract
Cartography and other applications of remote sensing have led to an increased interest in the (semi-)automatic interpretation of structures in aerial images of urban and suburban areas. Although these areas are particularly challenging because of their complexity, the degree of regularity in such man-made structures also helps to tackle the problems. The paper presents the iterated application of the Hough transform as a means to exploit such regularities. It shows how such 'Cascaded Hough Transform' (or CHT for short) yields straight lines, vanishing points, and vanishing lines. It also illustrates how the latter assist in improving the precision of the former. The examples are based on real aerial photographs.