Extended Hough transform for linear feature detection

Authors:
J. Cha;R. H. Cofer;S. P. Kozaitis
Affiliations:
Department of Computer Sciences, Florida Institute of Technology, 150 West University Boulevard, Melbourne, FL 32901, USA;Department of Electrical and Computer Engineering, Florida Institute of Technology, 150 West University Boulevard, Melbourne, FL 32901, USA;Department of Electrical and Computer Engineering, Florida Institute of Technology, 150 West University Boulevard, Melbourne, FL 32901, USA
Venue:
Pattern Recognition
Year:
2006

Citing 10
Cited 12

Hough transform for line recognition complexity of evidence accumulation and cluster detection

Computer Vision, Graphics, and Image Processing
Improvements and systolic implementation of the Hough transformation for straight line detection

Pattern Recognition
Computer graphics: principles and practice (2nd ed.)

Computer graphics: principles and practice (2nd ed.)
Which Hough transform?

CVGIP: Image Understanding
A robust Hough transform technique for complete line segment description

Real-Time Imaging
Hough Transform Modified by Line Connectivity and Line Thickness

IEEE Transactions on Pattern Analysis and Machine Intelligence
Use of the Hough transformation to detect lines and curves in pictures

Communications of the ACM
A General Method for Geometric Feature Matching and Model Extraction

International Journal of Computer Vision
High Speed Line Detection by Hough Transform in Local Area

ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 3
A fast Hough transform for segment detection

IEEE Transactions on Image Processing

Old and new straight-line detectors: Description and comparison

Pattern Recognition
Comment on: "Extended Hough transform for linear feature detection"

Pattern Recognition
A novel Hough transform based on eliminating particle swarm optimization and its applications

Pattern Recognition
An improved Hough transform voting scheme utilizing surround suppression

Pattern Recognition Letters
New orientation-based elimination approach for accurate line-detection

Pattern Recognition Letters
A method of target recognition from remote sensing images

IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
An improved Hough transform neighborhood map for straight line segments

IEEE Transactions on Image Processing
Advanced Radon transform using generalized interpolated Fourier method for straight line detection

Computer Vision and Image Understanding
Detecting straight line segments using a triangular neighborhood

ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
A novel Hough transform method for line detection by enhancing accumulator array

Pattern Recognition Letters
A super resolution algorithm to improve the hough transform

ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
Research on Parts Measurement Method Based on Machine Vision

International Journal of Advanced Pervasive and Ubiquitous Computing

Quantified Score

Hi-index	0.01

Visualization

Abstract

Improving the accuracy of line segment detection reduces the complexity of subsequent high-level processing common in cartographic feature detection. We developed a new extension to the Hough transform and reported on its application to building extraction. We expanded the Hough space by a third parameter, the horizontal or vertical coordinate of the image space, to provide incremental information as to the length of the lineal feature being sought. Using this extended HT transform allowed us to more accurately detect the true length of a line segment. In addition, we used a Bayesian probabilistic approach to process our extended Hough space that further increased the accuracy of our extended Hough transform.