A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Incremental reconstruction of 3D scenes from multiple, complex images
Artificial Intelligence
Detecting buildings in aerial images
Computer Vision, Graphics, and Image Processing
Fusion of monocular cues to detect man-made structures in aerial imagery
CVGIP: Image Understanding
Building detection and description from a single intensity image
Computer Vision and Image Understanding
Building detection and reconstruction from mid-and high-resolution aerial imagery
Computer Vision and Image Understanding
The ascender system: automated site modeling from multiple aerial images
Computer Vision and Image Understanding
The role of color attributes and similarity grouping in 3-D building reconstruction
Computer Vision and Image Understanding
Extracting buildings from aerial images using hierachical aggregation in 2D and 3D
Computer Vision and Image Understanding
Uncertain reasoning and learning for feature grouping
Computer Vision and Image Understanding
A Rectilinearity Measurement for Polygons
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Recognition and reconstruction of buildings from multiple aerial images
Computer Vision and Image Understanding
Rectilinearity Measurements for Polygons
IEEE Transactions on Pattern Analysis and Machine Intelligence
Approaches to Large-Scale Urban Modeling
IEEE Computer Graphics and Applications
Automatic description of complex buildings from multiple images
Computer Vision and Image Understanding
A system to detect houses and residential street networks in multispectral satellite images
Computer Vision and Image Understanding
Segmentation of Planar Objects and Their Shadows in Motion Sequences
International Journal of Computer Vision
Rapid damage assessment of built-up structures using VHR satellite data in tsunami-affected areas
International Journal of Remote Sensing - Satellite Observations Related to Sumatra Tsunami and Earthquake of 26 December 2004
Building Extraction Using Fast Graph Search
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
Aerial tracking of elongated objects in rural environments
Machine Vision and Applications
A Polygon Detection Algorithm for Robot Visual Servoing
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
Semi-supervised Edge Learning for Building Detection in Aerial Images
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
A system to detect houses and residential street networks in multispectral satellite images
Computer Vision and Image Understanding
Automatic description of complex buildings from multiple images
Computer Vision and Image Understanding
An improved snake model for building detection from urban aerial images
Pattern Recognition Letters
Incremental unsupervised three-dimensional vehicle model learning from video
IEEE Transactions on Intelligent Transportation Systems
Extraction and integration of window in a 3D building model from ground view images
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Applying an artificial neural network to building reconstruction
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Region growing stereo matching method for 3D building reconstruction
International Journal of Computational Vision and Robotics
On the representation of a digital contour with an unordered point set for visual perception
Journal of Visual Communication and Image Representation
In-strip matching and reconstruction of line segments from UHR aerial image triplets
PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis
Preserving topological information in the windowed hough transform for rectangle extraction
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
A bayesian approach for building detection in densely build-up high resolution satellite image
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Inferring and enforcing geometrical constraints on a 3d model for building reconstruction
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
3-D building reconstruction using IKONOS multispectral stereo images
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
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Automatic detection and description of cultural features, such as buildings, from aerial images is becoming increasingly important for a number of applications. This task also offers an excellent domain for studying the general problems of scene segmentation, 3D inference, and shape description under highly challenging conditions. We describe a system that detects and constructs 3D models for rectilinear buildings with either flat or symmetric gable roofs from multiple aerial images; the multiple images, however, need not be stereo pairs (i.e., they may be acquired at different times). Hypotheses for rectangular roof components are generated by grouping lines in the images hierarchically; the hypotheses are verified by searching for presence of predicted walls and shadows. The hypothesis generation process combines the tasks of hierarchical grouping with matching at successive stages. Overlap and containment relations between 3D structures are analyzed to resolve conflicts. This system has been tested on a large number of real examples with good results, some of which are included in the paper along with their evaluations.