A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Hierarchical Chamfer Matching: A Parametric Edge Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
A logical framework for depiction and image interpretation
Artificial Intelligence
Using Dynamic Programming for Solving Variational Problems in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
On active contour models and balloons
CVGIP: Image Understanding
Road extraction from multi-temporal satellite images by an evidential reasoning approach
Pattern Recognition Letters
Context-Based Vision: Recognizing Objects Using Information from Both 2D and 3D Imagery
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part I
Neural networks: algorithms, applications, and programming techniques
Neural networks: algorithms, applications, and programming techniques
Artificial intelligence (3rd ed.)
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Finding road seeds in aerial images
CVGIP: Image Understanding
An Active Testing Model for Tracking Roads in Satellite Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Finding of Main Roads in Aerial Images by Using Geometric-Stochastic Models and Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mathematical foundations of evidence theory: a theory of reasoning with uncertain arguments
Mathematical models for handling partial knowledge in artificial intelligence
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Allocation of arguments and evidence theory
Selected papers from the international workshop on Uncertainty in databases and deductive systems
An application of mathematical morphology to road network extraction on SAR images
ISMM '98 Proceedings of the fourth international symposium on Mathematical morphology and its applications to image and signal processing
Performance Evaluation and Analysis of Monocular Building Extraction From Aerial Imagery
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic object extraction from aerial imagery—a survey focusing on buildings
Computer Vision and Image Understanding
On the Representation of Image Structures via Scale Space Entropy Conditions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geometric constraints for object detection and delineation
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Segmentation of Color Textures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image analysis and computer vision: 1999
Computer Vision and Image Understanding
Automatic extraction of roads from aerial images based on scale space and snakes
Machine Vision and Applications
Markov Decision Processes: Discrete Stochastic Dynamic Programming
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Mathematical Techniques in Multisensor Data Fusion
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Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Pattern Recognition and Neural Networks
Pattern Recognition and Neural Networks
Semantic Modeling for the Acquisition of Topographic Information from Images and Maps: Smati 97
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Remote Sensing Digital Image Analysis: An Introduction
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Digital Image Processing
Computer Vision
Semi-Automated Extraction of Rivers from Digital Imagery
Geoinformatica
A Soft Computing Approach to Road Classification
Journal of Intelligent and Robotic Systems
Color image segmentation using fuzzy C-means and eigenspace projections
Signal Processing
Computers & Geosciences - Intelligent methods for processing geodata
MRF Clustering for segmentation of color images
Pattern Recognition Letters
Multi-scale and Snakes for Automatic Road Extraction
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Toward a Full Probability Model of Edges in Natural Images
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Feature-Preserving Medial Axis Noise Removal
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Learning a Sparse Representation for Object Detection
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Evaluating Image Segmentation Algorithms Using the Pareto Front
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Normalized Gradient Vector Diffusion and Image Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Factorial Markov Random Fields
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Parametric Distributional Clustering for Image Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Evaluation and Selection of Models for Motion Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Representing Edge Models via Local Principal Component Analysis
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Color and texture fusion: application to aerial image segmentation and GIS updating
WACV '96 Proceedings of the 3rd IEEE Workshop on Applications of Computer Vision (WACV '96)
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
Image Analysis and Mathematical Morphology
Image Analysis and Mathematical Morphology
Man-made object detection in aerial images using multi-stage level set evolution
International Journal of Remote Sensing
Validation of vector data using oblique images
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
An automatic system for urban road extraction from satellite and aerial images
WSEAS Transactions on Signal Processing
Automated geospatial conflation of vector road maps to high resolution imagery
IEEE Transactions on Image Processing
Extended Phase Field Higher-Order Active Contour Models for Networks
International Journal of Computer Vision
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Novel classification and segmentation techniques with application to remotely sensed images
Transactions on rough sets VII
Graph cuts approach to MRF based linear feature extraction in satellite images
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
Applying local cooccurring patterns for object detection from aerial images
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Dynamic background modeling for a safe road design
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Influence of image compression on object detection in natural images segmented with mean shift
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Bridge detection in grid terrains and improved drainage enforcement
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Automatic street graph construction in sketch maps
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Road Detection and Tracking from Aerial Desert Imagery
Journal of Intelligent and Robotic Systems
Conflation of road network and geo-referenced image using sparse matching
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
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
Support vector machine experiments for road recognition in high resolution images
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Mumford-Shah model based man-made objects detection from aerial images
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Urban road extraction from high-resolution optical satellite images
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
Archaeological trace extraction by a local directional active contour approach
Pattern Recognition
Automatic registration of oblique aerial images with cadastral maps
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Parsing sewing patterns into 3D garments
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
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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 this topic. The work includes main approaches on general methods of road network extraction and reconstruction, road tracking methods, morphological analysis, dynamic programming and snakes, methods multi-scale and multi-resolution, stereoscopic and multi-temporal analysis, hyperspectral experiments, and other techniques for road extraction. Likewise, other approaches related in any way with the road extraction topic are also considered. Between them different papers on segmentation, vectorization, optimization, evaluation, semantic nets and neural networks, fusion techniques, fuzzy logic, and other methods are discussed. A novel classification of road extraction methods according to our criteria is included in order to provide a significant contribution to research in this topic.