On the Detection of the Axes of Symmetry of Symmetric and Almost Symmetric Planar Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Symmetry-based recognition of vehicle rears
Pattern Recognition Letters
Intensity and edge-based symmetry detection with an application to car-following
CVGIP: Image Understanding
Context-free attentional operators: the generalized symmetry transform
International Journal of Computer Vision - Special issue on qualitative vision
Real-time attention for robotic vision
Real-Time Imaging - Special issue on natural and artificial real-time imaging and vision
Detecting Symmetry in Grey Level Images: The Global Optimization Approach
International Journal of Computer Vision
Fast reflectional symmetry detection using orientation histograms
Real-Time Imaging - Special issue on real-time defect detection
A hough transform technique for the detection of reflectional symmetry and skew-symmetry
Pattern Recognition Letters
Symmetry as a Continuous Feature
IEEE Transactions on Pattern Analysis and Machine Intelligence
ECCV '98 Proceedings of the 5th European Conference on Computer Vision-Volume I - Volume I
Noncombinatorial Detection of Regular Repetitions under Perspective Skew
IEEE Transactions on Pattern Analysis and Machine Intelligence
Symmetry-Based Indexing of Image Databases
CBAIVL '98 Proceedings of the IEEE Workshop on Content - Based Access of Image and Video Libraries
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
Fast Radial Symmetry for Detecting Points of Interest
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geometric Segmentation of Perspective Images Based on Symmetry Groups
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
On Symmetry and Multiple-View Geometry: Structure, Pose, and Calibration from a Single Image
International Journal of Computer Vision
An Algebraic Approach to Symmetry Detection
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 3 - Volume 03
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Comparison of Affine Region Detectors
International Journal of Computer Vision
Simultaneous Object Recognition and Segmentation from Single or Multiple Model Views
International Journal of Computer Vision
Scale-invariant shape features for recognition of object categories
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
PCA-SIFT: a more distinctive representation for local image descriptors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Local facial asymmetry for expression classification
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Detecting approximate symmetries of discrete point subsets
Computer-Aided Design
Bilateral Symmetry Detection for Real-time Robotics Applications
International Journal of Robotics Research
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Recognizing Ancient Coins Based on Local Features
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Numismatic Object Identification Using Fusion of Shape and Local Descriptors
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
A new possibility for pattern recognition independently from geometrical measuresetrical measures
ICOSSSE'08 Proceedings of the 7th WSEAS international conference on System science and simulation in engineering
Partial intrinsic reflectional symmetry of 3D shapes
ACM SIGGRAPH Asia 2009 papers
Generalized sparse MRF appearance models
Image and Vision Computing
Efficient symmetry detection using local affine frames
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Full and Partial Symmetries of Non-rigid Shapes
International Journal of Computer Vision
Object localization based on Markov random fields and symmetry interest points
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Symmetry-integrated injury detection for brain MRI
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
3-D Symmetry Detection and Analysis Using the Pseudo-polar Fourier Transform
International Journal of Computer Vision
Detecting large repetitive structures with salient boundaries
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Tiling of ortho-rectified facade images
Proceedings of the 26th Spring Conference on Computer Graphics
Intrinsic regularity detection in 3D geometry
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Curved reflection symmetry detection with self-validation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Water reflection recognition via minimizing reflection cost based on motion blur invariant moments
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Arcimboldo-like collage using internet images
Proceedings of the 2011 SIGGRAPH Asia Conference
Dense 3D reconstruction of symmetric scenes from a single image
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Learning to compute the plane of symmetry for human faces
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Shape palindromes: analysis of intrinsic symmetries in 2d articulated shapes
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Self-similarity and points of interest in textured images
PerMIn'12 Proceedings of the First Indo-Japan conference on Perception and Machine Intelligence
Repetition Maximization based Texture Rectification
Computer Graphics Forum
MIFT: A framework for feature descriptors to be mirror reflection invariant
Image and Vision Computing
A graph-based approach to symmetry detection
SPBG'08 Proceedings of the Fifth Eurographics / IEEE VGTC conference on Point-Based Graphics
SymCity: feature selection by symmetry for large scale image retrieval
Proceedings of the 20th ACM international conference on Multimedia
Detecting and reconstructing 3d mirror symmetric objects
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Detection and segmentation of approximate repetitive patterns in relief images
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Structure-aware shape processing
SIGGRAPH Asia 2013 Courses
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A novel and efficient method is presented for grouping feature points on the basis of their underlying symmetry and characterising the symmetries present in an image. We show how symmetric pairs of features can be efficiently detected, how the symmetry bonding each pair is extracted and evaluated, and how these can be grouped into symmetric constellations that specify the dominant symmetries present in the image. Symmetries over all orientations and radii are considered simultaneously, and the method is able to detect local or global symmetries, locate symmetric figures in complex backgrounds, detect bilateral or rotational symmetry, and detect multiple incidences of symmetry.