Performance Evaluation and Analysis of Vanishing Point Detection Techniques
IEEE Transactions on Pattern Analysis and Machine Intelligence
A computational model for visual selection
Neural Computation
International Journal of Computer Vision - Special issue on statistical and computational theories of vision: modeling, learning, sampling and computing, Part I
International Journal of Computer Vision
The Geometry of Multiple Images: The Laws That Govern The Formation of Images of A Scene and Some of Their Applications
Edge Detection by Helmholtz Principle
Journal of Mathematical Imaging and Vision
Contribution to the Determination of Vanishing Points Using Hough Transform
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Grouping Principle and Four Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Grouping Principle and Four Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
An a contrario Decision Framework for Region-Based Motion Detection
International Journal of Computer Vision
An A Contrario Decision Method for Shape Element Recognition
International Journal of Computer Vision
EM enhancement of 3D head pose estimated by point at infinity
Image and Vision Computing
Single view based pose estimation from circle or parallel lines
Pattern Recognition Letters
On Straight Line Segment Detection
Journal of Mathematical Imaging and Vision
What can we learn about the scene structure from three orthogonal vanishing points in images
Pattern Recognition Letters
Single view metrology from scene constraints
Image and Vision Computing
A robust approach for 3D cars reconstruction
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Vanishing point detection with an intersection point neighborhood
DGCI'09 Proceedings of the 15th IAPR international conference on Discrete geometry for computer imagery
Geometric image parsing in man-made environments
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Simultaneous estimation of vanishing points and their converging lines using the EM algorithm
Pattern Recognition Letters
Vanishing point detection using cascaded 1D Hough Transform from single images
Pattern Recognition Letters
Three dimensional reconstruction of structured scenes based on vanishing points
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Geometric Image Parsing in Man-Made Environments
International Journal of Computer Vision
Expert Systems with Applications: An International Journal
Automatic closed edge detection using level lines selection
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and 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
Vanishing point detection by segment clustering on the projective space
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Calculating vanishing points in dual space
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
| Hi-index | 0.15 |
Even though vanishing points in digital images result from parallel lines in the 3D scene, most of the proposed detection algorithms are forced to rely heavily either on additional properties (like orthogonality or coplanarity and equal distance) of the underlying 3D lines, or on knowledge of the camera calibration parameters, in order to avoid spurious responses. In this work, we develop a new detection algorithm that relies on the Helmoltz principle recently proposed for computer vision by Desolneux et al.,both at the line detection and line grouping stages. This leads to a vanishing point detector with a low false alarms rate and a high precision level, which does not rely on any a priori information on the image or calibration parameters, and does not require any parameter tuning.