On Image Analysis by the Methods of Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic text processing
Algorithmic graph theory
A Unified Approach to the Change of Resolution: Space and Gray-Level
IEEE Transactions on Pattern Analysis and Machine Intelligence
Faster scaling algorithms for network problems
SIAM Journal on Computing
Invariant Image Recognition by Zernike Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Method for Registration of 3-D Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
Approximation algorithms for bipartite and non-bipartite matching in the plane
Proceedings of the tenth annual ACM-SIAM symposium on Discrete algorithms
Use of the Hough transformation to detect lines and curves in pictures
Communications of the ACM
Perceptual Organization and Visual Recognition
Perceptual Organization and Visual Recognition
Similarity Retrieval of Trademark Images
IEEE MultiMedia
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D zernike descriptors for content based shape retrieval
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
Content-based trademark retrieval system using visually salient features
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Semantic Retrieval by Spatial Relationships
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
The Earth Mover's Distance under Transformation Sets
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Digital Image Processing (3rd Edition)
Digital Image Processing (3rd Edition)
Shape feature matching for trademark image retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Trademark image retrieval using multiple features
IM'99 Proceedings of the 1999 international conference on Challenge of Image Retrieval
Multiple classifiers for color flag and trademark image retrieval
IEEE Transactions on Image Processing
Inducing a perceptual relevance shape classifier
Proceedings of the 6th ACM international conference on Image and video retrieval
Probabilistic matching and resemblance evaluation of shapes in trademark images
Proceedings of the 6th ACM international conference on Image and video retrieval
Similarity evaluation based on image primitives
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Intrinsic dimension induced similarity measure for clustering
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Trademark image retrieval using an integrated shape descriptor
Expert Systems with Applications: An International Journal
Retrieval of hand-sketched envelopes in logo images
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
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Motivated by the studies in Gestalt principle, this paper describes a novel approach on the adaptive selection of visual features for trademark retrieval. We consider five kinds of visual saliencies: symmetry, continuity, proximity, parallelism and closure property. The first saliency is based on Zernike moments, while the others are modeled by geometric elements extracted illusively as a whole from a trademark. Given a query trademark, we adaptively determine the features appropriate for retrieval by investigating its visual saliencies. We show that in most cases, either geometric or symmetric features can give us good enough accuracy. To measure the similarity of geometric elements, we propose a maximum weighted bipartite graph (WBG) matching algorithm under transformation sets which is found to be both effective and efficient for retrieval.