Automatic Extraction of Man-Made Objects from Aerial Space Images

ISBN-13: 9783764352646 / Angielski / Twarda / 1995 / 323 str.

Armin Gruen; Olaf Kuebler; Peggy Agouris

Opis

Advancements in digital sensor technology, digital image analysis techniques, as well as computer software and hardware have brought together the fields of computer vision and photogrammetry. This book offers a comprehensive selection of contributions, treating theoretical as well as implementational issues.

Spis treści

General Strategies.- Using Context to Control Computer Vision Algorithms.- Inferring Homogeneous Regions from Rich Image Attributes.- Stereo Reconstruction from Multiple Views.- Model Registration and Validation.- Automatic Matching of 3-D Models to Imagery.- Structural 3D-Analysis of Aerial Images with a Blackboard-Based Production System.- Semi-Automatic Detection and Extraction of Man-Made Objects in Multispectral Aerial and Satellite Images.- Information Extraction from Digital Images — A KTH Approach.- Linear Feature Extraction with Dynamic Programming and Globally Enforced Least Squares Matching.- Semi-Automatic Feature Extraction by Snakes.- From Ziplock Snakes to Velero™ Surfaces.- Building Extraction.- A Layered Abduction Model of Building Recognition.- Detection of Buildings from Monocular Images.- High-Resolution Stereo for the Detection of Buildings.- 3-D Reconstruction of Urban Scenes from Sequences of Images.- Automatic Extraction of Buildings and Terrain from Aerial Images.- Mid-Level Vision Processes for Automatic Building Extraction.- Geometrie Versus Texture Detail in 3-D Models of Real World Buildings.- Use of DTMs/DSMs and Orthoimages to Support Building Extraction.- Data Fusion for the Detection and Reconstruction of Buildings.- Building Extraction and Verification from Spaceborne and Aerial Imagery Using Image Understanding Fusion Techniques.- Building Extraction from Stereo Pairs of Aerial Images: Accuracy and Productivity Constraint of a Topographic Production Line.- Road Extraction.- Tracking Roads in Satellite Images by Playing Twenty Questions.- New Geometric Stochastic Technology for Finding and Recognizing Roads and Their Features in Aerial Images.- Road Tracing by Profile Matching and Kaiman Filtering.- Model-Based Road Extraction from Images.- Map-Based Extraction.- Automatic Extraction and Structuring of Objects from Scanned Topographical Maps — An Alternative to the Extraction from Aerial and Space Images?.- Cooperative Use of Aerial Images and Maps for the Interpretation of Urban Scenes.- Map-Based Semantic Modeling for the Extraction of Objects from Aerial Images.- List of Workshop Participants.- Author Index.