State of the art on automatic road extraction for GIS update: a novel classification

JB Mena - Pattern recognition letters, 2003 - Elsevier
This paper surveys the state of the art on automatic road extraction for GIS update from
aerial and satellite imagery. It presents a bibliography of nearly 250 references related to …

Automatic object extraction from aerial imagery—a survey focusing on buildings

H Mayer - Computer vision and image understanding, 1999 - Elsevier
This paper surveys the state-of-the-art automatic object extraction techniques from aerial
imagery. It focuses on building extraction approaches, which present the majority of the work …

Automatic extraction of roads from aerial images based on scale space and snakes

I Laptev, H Mayer, T Lindeberg, W Eckstein… - Machine Vision and …, 2000 - Springer
We propose a new approach for automatic road extraction from aerial imagery with a model
and a strategy mainly based on the multi-scale detection of roads in combination with …

Automatic extraction of urban road networks from multi-view aerial imagery

S Hinz, A Baumgartner - ISPRS journal of photogrammetry and remote …, 2003 - Elsevier
In this paper, we present work on automatic road extraction from high-resolution aerial
imagery taken over urban areas. In order to deal with the high complexity of this type of …

Delineation and geometric modeling of road networks

C Poullis, S You - ISPRS Journal of Photogrammetry and Remote …, 2010 - Elsevier
In this work we present a novel vision-based system for automatic detection and extraction of
complex road networks from various sensor resources such as aerial photographs, satellite …

A survey of road feature extraction methods from raster maps

C Jiao, M Heitzler, L Hurni - Transactions in GIS, 2021 - Wiley Online Library
Maps contain abundant geospatial information, such as roads, settlements, and river
networks, to name a few. The need to access this information to carry out analyses (eg, in …

Study of land cover classification based on knowledge rules using high-resolution remote sensing images

R Zhang, D Zhu - Expert Systems with Applications, 2011 - Elsevier
This paper deals with the limitations of visual interpretation of high-resolution remote
sensing images and of automatic computer classification completely dependent on spectral …

Road extraction based on fuzzy logic and mathematical morphology from pan‐sharpened IKONOS images

A Mohammadzadeh, A Tavakoli… - The photogrammetric …, 2006 - Wiley Online Library
Automatic extraction of geospatial features has been the subject of extensive research in the
past three decades. Here, an approach based on fuzzy logic and mathematical morphology …

Tracking road centerlines from high resolution remote sensing images by least squares correlation matching

T Kim, SR Park, MG Kim, S Jeong… - … Engineering & Remote …, 2004 - ingentaconnect.com
This paper describes a semi-automatic algorithm for tracking road centerlines from satellite
images at 1 m resolution. We assume that road centerlines are visible in the image and that …

Road tracking in aerial images based on human–computer interaction and Bayesian filtering

J Zhou, WF Bischof, T Caelli - ISPRS journal of photogrammetry and …, 2006 - Elsevier
A typical way to update map road layers is to compare recent aerial images with existing
map data, detect new roads and add them as cartographic entities to the road layer. This …