A Theory of Multiscale, Curvature-Based Shape Representation for Planar Curves
IEEE Transactions on Pattern Analysis and Machine Intelligence
Evaluation of Interest Point Detectors
International Journal of Computer Vision - Special issue on a special section on visual surveillance
Saliency, Scale and Image Description
International Journal of Computer Vision
Pattern Recognition Letters
Exact corner location using attentional generalized symmetry transform
Pattern Recognition Letters
Image Features Based on a New Approach to 2D Rotation Invariant Quadrature Filters
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Indentation and Protrusion Detection and Its Applications
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
A Biologically Motivated Scheme for Robust Junction Detection
BMCV '02 Proceedings of the Second International Workshop on Biologically Motivated Computer Vision
A Local Algorithm for Real-Time Junction Detection in Contour Images
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Weighted Graph-Matching Using Modal Clusters
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
A Hierarchical Framework for Spectral Correspondence
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Correspondence Matching with Modal Clusters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural mechanisms for the robust representation of junctions
Neural Computation
Behavior of the Laplacian of Gaussian Extrema
Journal of Mathematical Imaging and Vision
Performance evaluation of corner detectors using consistency and accuracy measures
Computer Vision and Image Understanding
A virtual mouse system for mobile device
MUM '05 Proceedings of the 4th international conference on Mobile and ubiquitous multimedia
Point symmetry based corner detector with distance and phase weight functions
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Multi-scale curvature product for robust image corner detection in curvature scale space
Pattern Recognition Letters
A feature-based matching scheme: MPCD and robust matching strategy
Pattern Recognition Letters
Local invariant feature detectors: a survey
Foundations and Trends® in Computer Graphics and Vision
A Unified Curvature Definition for Regular, Polygonal, and Digital Planar Curves
International Journal of Computer Vision
On the digital tangent bundle and some extensions
ACC'08 Proceedings of the WSEAS International Conference on Applied Computing Conference
Corner validation based on extracted corner properties
Computer Vision and Image Understanding
Feature point detection utilizing the empirical mode decomposition
EURASIP Journal on Advances in Signal Processing
Robust image corner detection based on scale evolution difference of planar curves
Pattern Recognition Letters
Note: Illumination robust interest point detection
Computer Vision and Image Understanding
Continuous dimensionality characterization of image structures
Image and Vision Computing
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Shape feature extraction and description based on tensor scale
Pattern Recognition
Techniques for efficient and effective transformed image identification
Journal of Visual Communication and Image Representation
Performance evaluation of corner detectors using consistency and accuracy measures
Computer Vision and Image Understanding
Fundamenta Informaticae - Swarm Intelligence
Robust Harris-Laplace Detector by Scale Multiplication
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Corner detection based on gradient correlation matrices of planar curves
Pattern Recognition
Object tracking in image sequences using point features
Pattern Recognition
Feature points detection using combined character along principal orientation
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Image normalization using invariant centroid for RST invariant digital image watermarking
IWDW'02 Proceedings of the 1st international conference on Digital watermarking
Effective corner matching for transformed image identification
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Multi-scale corner detection using triangle-area representation
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
A new contour corner detector based on curvature scale space
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A novel X-corner detector based on video
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Anisotropic diffusion for effective shape corner point detection
Pattern Recognition Letters
Curvature product corner detection in direct curvature scale space
International Journal of Computational Vision and Robotics
Original paper: Real time feature extraction and Standard Cutting Models fitting in grape leaves
Computers and Electronics in Agriculture
A medical tracking system for contrast media
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance
Image and Vision Computing
Shape modeling using automatic landmarking
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Machine learning for high-speed corner detection
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
A computational approach to illusory contour perception based on the tensor voting technique
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Image corner detection using hough transform
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
A sparse curvature-based detector of affine invariant blobs
Computer Vision and Image Understanding
Content distribution and copyright authentication based on combined indexing and watermarking
Multimedia Tools and Applications
Robust fault matched optical flow detection using 2d histogram
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
A harris-like scale invariant feature detector
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
A multi-scale bilateral structure tensor based corner detector
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
Feature point extraction from the local frequency map of an image
Journal of Electrical and Computer Engineering
Fundamenta Informaticae - Swarm Intelligence
An effective method of estimating scale-invariant interest region for representing corner features
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Multiscale Corner Detection in Planar Shapes
Journal of Mathematical Imaging and Vision
Underwater live fish recognition using a balance-guaranteed optimized tree
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
SIFER: Scale-Invariant Feature Detector with Error Resilience
International Journal of Computer Vision
An improved image corner matching approach
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories
Accurate junction detection and characterization in line-drawing images
Pattern Recognition
Accurate Junction Detection and Characterization in Natural Images
International Journal of Computer Vision
A rule-based event detection system for real-life underwater domain
Machine Vision and Applications
| Hi-index | 0.14 |
This paper describes a novel method for image corner detection based on the curvature scale-space (CSS) representation. The first step is to extract edges from the original image using a Canny detector. The corner points of an image are defined as points where image edges have their maxima of absolute curvature. The corner points are detected at a high scale of the CSS and tracked through multiple lower scales to improve localization. This method is very robust to noise, and we believe that it performs better than the existing corner detectors. An improvement to Canny edge detector's response to 45° and 135° edges is also proposed. Furthermore, the CSS detector can provide additional point features (curvature zero-crossings of image edge contours) in addition to the traditional corners.