Digital image processing (2nd ed.)
Digital image processing (2nd ed.)
Bayes Error Estimation Using Parzen and k-NN Procedures
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Image Analysis by the Methods of Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Invariant Image Recognition by Zernike Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
A fast algorithm for general raster rotation
Graphics gems
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
An efficient second-order neural network architecture for orientation invariant character recognition
A survey of moment-based techniques for unoccluded object representation and recognition
CVGIP: Graphical Models and Image Processing
Automatic recognition of handwritten numerals via orthogonal moments using statistical and neural network classifiers
On the Accuracy of Zernike Moments for Image Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
OCR in a Hierarchical Feature Space
IEEE Transactions on Pattern Analysis and Machine Intelligence
Practical fast computation of Zernike moments
Journal of Computer Science and Technology
An Adaptive Approach to Offline Handwritten Word Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Illumination Invariant Recognition of Color Texture Using Correlation and Covariance Functions
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Optimal Feature Extraction for Bilingual OCR
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
Word recognition system using neural networks
Highly parallel computaions
A new shape descriptor defined on the radon transform
Computer Vision and Image Understanding
Illumination invariant recognition of three-dimensional texture in color images
Journal of Computer Science and Technology
Efficient computation of radial moment functions using symmetrical property
Pattern Recognition
Recursive computation of Tchebichef moment and its inverse transform
Pattern Recognition
Image analysis by modified Legendre moments
Pattern Recognition
Stand-alone embedded vision system based on fuzzy associative database
Image and Vision Computing
Circularly orthogonal moments for geometrically robust image watermarking
Pattern Recognition
EURASIP Journal on Applied Signal Processing
Explicit invariance of Cartesian Zernike moments
Pattern Recognition Letters
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Review article: Aircraft recognition in infrared image using wavelet moment invariants
Image and Vision Computing
A new shape descriptor defined on the Radon transform
Computer Vision and Image Understanding
Recognition and beautification of multi-stroke symbols in digital ink
Computers and Graphics
Testing for image symmetries: with application to confocal microscopy
IEEE Transactions on Information Theory
International Journal of Computer Vision
A new method of feature fusion and its application in image recognition
Pattern Recognition
Higher order orthogonal moments for invariant facial expression recognition
Digital Signal Processing
Image quality assessment by discrete orthogonal moments
Pattern Recognition
A novel topological map of place cells for autonomous robots
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
Utilizing invariant descriptors for finger spelling American sign language using SVM
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
DTW for matching radon features: a pattern recognition and retrieval method
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Feature Fusion Using Multiple Component Analysis
Neural Processing Letters
Binarized revocable biometrics in face recognition
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
An efficient feature extraction method for the middle-age character recognition
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part II
Analysis of algorithms for fast computation of pseudo Zernike moments and their numerical stability
Digital Signal Processing
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This research examines a variety of approaches for using two-dimensional orthogonal polynomials for the recognition of handwritten Arabic numerals. It also makes use of parametric and non-parametric statistical and neural network classifiers. Polynomials, including Legendre, Zernike, and pseudo-Zernike, are used to generate moment-based features which are invariant to location, size, and (optionally) rotation. An efficient method for computing the moments via geometric moments is presented. A side effect of this method also yields scale invariance. A new approach to location invariance using a minimum bounding circle is presented, and a detailed analysis of the rotational properties of the moments is given.Data partitioning tests are performed to evaluate the various feature types and classifiers. For rotational invariant character recognition, the highest percentage of correctly classified characters was 91.7%, and for non-rotational invariant recognition it was 97.6%. This compares with a previous effort, using the same data and test conditions, of 94.8%.The techniques developed here should also be applicable to other areas of shape recognition.