On Image Analysis by the Methods of Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
Three-Dimensional Shape Analysis Using Moments and Fourier Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Introduction to statistical pattern recognition (2nd ed.)
Introduction to statistical pattern recognition (2nd ed.)
Digital Image Processing
The revised Fundamental Theorem of Moment Invariants
IEEE Transactions on Pattern Analysis and Machine Intelligence
Orthogonal Moment Features for Use With Parametric and Non-Parametric Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video Grading of Oranges in Real-Time
Artificial Intelligence Review
On the Accuracy of Zernike Moments for Image Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Affine Invariant Texture Segmentation and Shape from Texture by Variational Methods
Journal of Mathematical Imaging and Vision
Robust Rotation Angle Estimator
IEEE Transactions on Pattern Analysis and Machine Intelligence
Twenty Years of Document Image Analysis in PAMI
IEEE Transactions on Pattern Analysis and Machine Intelligence
Content-Based Image Retrieval at the End of the Early Years
IEEE Transactions on Pattern Analysis and Machine Intelligence
2-D DOA estimation method using Zernike moments
Signal Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Silhouette-Based Isolated Object Recognition through Curvature Scale Space
IEEE Transactions on Pattern Analysis and Machine Intelligence
Complete Sets of Complex Zernike Moment Invariants and the Role of the Pseudoinvariants
IEEE Transactions on Pattern Analysis and Machine Intelligence
Moment Forms Invariant to Rotation and Blur in Arbitrary Number of Dimensions
IEEE Transactions on Pattern Analysis and Machine Intelligence
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
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
BAS: a perceptual shape descriptor based on the beam angle statistics
Pattern Recognition Letters
Machine Vision and Applications
3D zernike descriptors for content based shape retrieval
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
On comparing the performance of object recognition systems
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol.2)-Volume 2 - Volume 2
New computational methods for full and subset Zernike moments
Information Sciences—Informatics and Computer Science: An International Journal - Mining stream data
IEEE Transactions on Pattern Analysis and Machine Intelligence
Matching and normalization of affine deformed image from regular moments
Pattern Recognition Letters
Information Processing and Management: an International Journal - Special issue: An Asian digital libraries perspective
Effective invariant features for shape-based image retrieval: Research Articles
Journal of the American Society for Information Science and Technology
Curves vs. skeletons in object recognition
Signal Processing - Special section on content-based image and video retrieval
Recognition of the blurred image by complex moment invariants
Pattern Recognition Letters
Matching Shape Sequences in Video with Applications in Human Movement Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Educational Video Understanding: Mapping Handwritten Text to Textbook Chapters
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Clustering document images using a bag of symbols representation
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Use of Exterior Contours and Shape Features in Off-line Signature Verification
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Effective shape-based retrieval and classification of mammograms
Proceedings of the 2006 ACM symposium on Applied computing
Image reconstruction from a complete set of similarity invariants extracted from complex moments
Pattern Recognition Letters
Illumination invariant recognition of three-dimensional texture in color images
Journal of Computer Science and Technology
Machine assessment of shape copying tests using Zernike moment descriptors
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
A simple and fast multi-class piecewise linear pattern classifier
Pattern Recognition
A novel approach to the fast computation of Zernike moments
Pattern Recognition
Gestalt-based feature similarity measure in trademark database
Pattern Recognition
Multi-object image retrieval based on shape and topology
Image Communication
On the computational aspects of Zernike moments
Image and Vision Computing
A new class of Zernike moments for computer vision applications
Information Sciences: an International Journal
A survey of RST invariant image watermarking algorithms
ACM Computing Surveys (CSUR)
Translation and scale invariants of Tchebichef moments
Pattern Recognition
Voiceless speech recognition using dynamic visual speech features
VisHCI '06 Proceedings of the HCSNet workshop on Use of vision in human-computer interaction - Volume 56
Automated sub-cellular phenotype classification: an introduction and recent results
WISB '06 Proceedings of the 2006 workshop on Intelligent systems for bioinformatics - Volume 73
3D-Model search engine from photos
Proceedings of the 6th ACM international conference on Image and video retrieval
Circularly orthogonal moments for geometrically robust image watermarking
Pattern Recognition
Lapped block image analysis via the method of legendre moments
EURASIP Journal on Applied Signal Processing
Calligraphic Interfaces: Classifier combination for sketch-based 3D part retrieval
Computers and Graphics
An automatic method for generating affine moment invariants
Pattern Recognition Letters
Content-based object movie retrieval and relevance feedbacks
EURASIP Journal on Advances in Signal Processing
Generalized Fourier Descriptors with Applications to Objects Recognition in SVM Context
Journal of Mathematical Imaging and Vision
Robust symbolic representation for shape recognition and retrieval
Pattern Recognition
Robust symbolic representation for shape recognition and retrieval
Pattern Recognition
A robust watermarking technique for copyright protection of digital images
CEA'07 Proceedings of the 2007 annual Conference on International Conference on Computer Engineering and Applications
Multimedia Tools and Applications
Proceedings of the 2008 ACM symposium on Applied computing
On statistical approaches to target silhouette classification in difficult conditions
Digital Signal Processing
Visual recognition of speech consonants using facial movement features
Integrated Computer-Aided Engineering - Informatics in Control, Automation and Robotics
Journal of High Speed Networks - Broadband Multimedia Sensor Networks in Healthcare Applications
Multi-purpose watermarking schemes for color halftone image
SSIP'06 Proceedings of the 6th WSEAS International Conference on Signal, Speech and Image Processing
A complex network-based approach for boundary shape analysis
Pattern Recognition
Extension of Moment Features' Invariance to Blur
Journal of Mathematical Imaging and Vision
Multimodal Hand-Palm Biometrics
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II
Feasible Application of Shape-Based Classification
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
Biological Inspired Global Descriptor for Shape Matching
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Human Lips as Emerging Biometrics Modality
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Computerized Matching of Shoeprints Based on Sole Pattern
IWCF '08 Proceedings of the 2nd international workshop on Computational Forensics
Lip-Reading Technique Using Spatio-Temporal Templates and Support Vector Machines
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Efficiently finding unusual shapes in large image databases
Data Mining and Knowledge Discovery
Combining similarity measures in content-based image retrieval
Pattern Recognition Letters
Component based shape retrieval using differential profiles
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Vision-based technique for secure recognition of voice-less commands
International Journal of Electronic Security and Digital Forensics
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Selection of Suitable Set of Decision Rules Using Choquet Integral
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
A robust image watermarking algorithm using SVR detection
Expert Systems with Applications: An International Journal
Hand-based verification and identification using palm-finger segmentation and fusion
Computer Vision and Image Understanding
Spermatogonium image recognition using Zernike moments
Computer Methods and Programs in Biomedicine
Rolling penetrate descriptor for shape-based image retrieval and object recognition
Pattern Recognition Letters
Positioning a point target in an aerial image
Digital Signal Processing
Content-based image retrieval methods
Programming and Computing Software
Two-factor cancelable biometrics authenticator
Journal of Computer Science and Technology
Handwritten Arabic words recognition using multi layer perceptron and Zernik moments
EC'09 Proceedings of the 10th WSEAS international conference on evolutionary computing
Foundations and Trends in Information Retrieval
A Robust Modular Wavelet Network Based Symbol Classifier
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Farthest point distance: A new shape signature for Fourier descriptors
Image Communication
Multi-class Binary Symbol Classification with Circular Blurred Shape Models
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Blurred Shape Model for binary and grey-level symbol recognition
Pattern Recognition Letters
A moment-based nonlocal-means algorithm for image denoising
Information Processing Letters
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
On visual similarity based 2D drawing retrieval
Computer-Aided Design
Aggregation of classifiers for staining pattern recognition in antinuclear autoantibodies analysis
IEEE Transactions on Information Technology in Biomedicine
Shape classification using complex network and Multi-scale Fractal Dimension
Pattern Recognition Letters
Recognition and beautification of multi-stroke symbols in digital ink
Computers and Graphics
Complex Zernike moments features for shape-based image retrieval
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special section: Best papers from the 2007 biometrics: Theory, applications, and systems (BTAS 07) conference
Radon representation-based feature descriptor for texture classification
IEEE Transactions on Image Processing
On the accuracy of image normalization by Zernike moments
Image and Vision Computing
Accurate and speedy computation of image Legendre moments for computer vision applications
Image and Vision Computing
Fast and accurate method for radial moment's computation
Pattern Recognition Letters
Testing for image symmetries: with application to confocal microscopy
IEEE Transactions on Information Theory
International Journal of Computer Vision
Zernike velocity moments for sequence-based description of moving features
Image and Vision Computing
A graph matching method and a graph matching distance based on subgraph assignments
Pattern Recognition Letters
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Statistical Methods and Models for Video-Based Tracking, Modeling, and Recognition
Foundations and Trends in Signal Processing
Improving hand-based verification through online finger template update based on fused confidences
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Perceptually relevant and piecewise linear matching of silhouettes
Pattern Recognition
A new method of feature fusion and its application in image recognition
Pattern Recognition
Variable silhouette energy image representations for recognizing human actions
Image and Vision Computing
A discriminative 3D wavelet-based descriptors: Application to the recognition of human body postures
Pattern Recognition Letters
A systematic method for efficient computation of full and subsets Zernike moments
Information Sciences: an International Journal
Fast and numerically stable methods for the computation of Zernike moments
Pattern Recognition
A compact shape descriptor based on the beam angle statistics
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
Novel temporal views of moving objects for gait biometrics
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
GbRPR'07 Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition
Visual speech recognition using motion features and hidden Markov models
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Handwritten Greek character recognition with learning vector quantization
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III
A new robust digital image watermarking based on Pseudo-Zernike moments
Multidimensional Systems and Signal Processing
A shape-based model for visual information retrieval
MICAI'07 Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence
A study of Zernike invariants for content-based image retrieval
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
3D-mesh models: view-based indexing and structural analysis
DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development
Robust affine invariant shape image retrieval using the ICA Zernike moment shape descriptor
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Principal moments for efficient representation of 2D shape
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Content-based authentication algorithm for binary images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A zernike moment phase-based descriptor for local image representation and matching
IEEE Transactions on Image Processing
Projective invariants of co-moments of 2D images
Pattern Recognition
A 3D Shape Retrieval Framework Supporting Multimodal Queries
International Journal of Computer Vision
Higher order orthogonal moments for invariant facial expression recognition
Digital Signal Processing
Shape recognition, with applications to a passive assistant
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Image processing in personal identification
SIP'10 Proceedings of the 9th WSEAS international conference on Signal processing
Image quality assessment by discrete orthogonal moments
Pattern Recognition
Multi-oriented Bangla and Devnagari text recognition
Pattern Recognition
Annotation and retrieval of cell images
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
An effective image retrieval scheme using color, texture and shape features
Computer Standards & Interfaces
Fast computation of tchebichef moments for binary and grayscale images
IEEE Transactions on Image Processing
Feature extraction and classifier combination for image-based sketch recognition
Proceedings of the Seventh Sketch-Based Interfaces and Modeling Symposium
Semi-fragile Zernike moment-based image water marking for authentication
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Detection of copy-rotate-move forgery using Zernike moments
IH'10 Proceedings of the 12th international conference on Information hiding
Algorithms for fast computation of Zernike moments and their numerical stability
Image and Vision Computing
Document seal detection using GHT and character proximity graphs
Pattern Recognition
Content-based emblem retrieval using Zernike moments
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Affine-invariant pattern recognition using momentums in log-polar images
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Multi-class supervised classification of electrical borehole wall images using texture features
Computers & Geosciences
Rotation and translation invariants of Gaussian-Hermite moments
Pattern Recognition Letters
Learning graph prototypes for shape recognition
Computer Vision and Image Understanding
Parameterized real-time moment computation on gray images using block techniques
Journal of Real-Time Image Processing
Classification of benign and malignant masses based on Zernike moments
Computers in Biology and Medicine
Invariant pattern recognition using the RFM descriptor
Pattern Recognition
Journal of Computational Physics
CSS-AFFN: a dataset representation model for active recognition systems
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
A low-cost system to detect bunches of grapes in natural environment from color images
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Expert Systems with Applications: An International Journal
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Feature Fusion Using Multiple Component Analysis
Neural Processing Letters
Fast fractal stack: fractal analysis of computed tomography scans of the lung
MMAR '11 Proceedings of the 2011 international ACM workshop on Medical multimedia analysis and retrieval
Pattern Recognition Letters
Mobile banknote recognition: topological models in scene understanding
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
Image reconstruction with polar zernike moments
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
3D model retrieval based on adaptive views clustering
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Binarized revocable biometrics in face recognition
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
Symbol recognition combining vectorial and statistical features
GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
Using bags of symbols for automatic indexing of graphical document image databases
GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
Object recognition using local characterisation and zernike moments
ACIVS'05 Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems
Content-based object movie retrieval by use of relevance feedback
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Radial Tchebichef moment invariants for image recognition
Journal of Visual Communication and Image Representation
Accurate and efficient computation of high order zernike moments
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
About implicit and explicit shape representation
Reasoning, Action and Interaction in AI Theories and Systems
Clustering document images using graph summaries
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A comparison of 2-d moment-based description techniques
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
The generalization of the R-transform for invariant pattern representation
Pattern Recognition
Expert Systems with Applications: An International Journal
Shape similarity measurement for boundary based features
ICIAR'05 Proceedings of the Second international conference on Image Analysis and Recognition
Semi-fragile watermarking based on zernike moments and integer wavelet transform
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Shape-Based image retrieval using invariant features
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
A RST-Invariant robust DWT-HMM watermarking algorithm incorporating zernike moments and template
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
On invariance analysis of Zernike moments in the presence of rotation with crop and loose modes
Multimedia Tools and Applications
Reversible semi-fragile image authentication using zernike moments and integer wavelet transform
DRMTICS'05 Proceedings of the First international conference on Digital Rights Management: technologies, Issues, Challenges and Systems
A new feature extractor invariant to intensity, rotation, and scaling of color images
Information Sciences: an International Journal
Robust audio watermarking based on low-order zernike moments
IWDW'06 Proceedings of the 5th international conference on Digital Watermarking
Video shot extraction on parallel architectures
ISPA'06 Proceedings of the 4th international conference on Parallel and Distributed Processing and Applications
View context: a 3D model feature for retrieval
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
k-Partite graph reinforcement and its application in multimedia information retrieval
Information Sciences: an International Journal
Invariant curvature-based Fourier shape descriptors
Journal of Visual Communication and Image Representation
A non-rigid appearance model for shape description and recognition
Pattern Recognition
Shot boundary detection using Zernike moments in multi-GPU multi-CPU architectures
Journal of Parallel and Distributed Computing
Perceptual indiscernibility, rough sets, descriptively near sets, and image analysis
Transactions on Rough Sets XV
MIFT: A framework for feature descriptors to be mirror reflection invariant
Image and Vision Computing
Analysis of algorithms for fast computation of pseudo Zernike moments and their numerical stability
Digital Signal Processing
SHREC'12 track: generic 3D shape retrieval
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
Sketch-based 3D engineering part class browsing and retrieval
SBM'06 Proceedings of the Third Eurographics conference on Sketch-Based Interfaces and Modeling
Pattern retrieval from a cloud of points using geometric concepts
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Shape-based image retrieval using pair-wise candidate co-ranking
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
View-based 3D object retrieval by bipartite graph matching
Proceedings of the 20th ACM international conference on Multimedia
Hand posture recognition with multiview descriptors
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Object recognition using radon transform-based RST parameter estimation
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
A robust blind color image watermarking in quaternion Fourier transform domain
Journal of Systems and Software
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
Digital Signal Processing
A robust digital watermarking algorithm in undecimated discrete wavelet transform domain
Computers and Electrical Engineering
Content-based 3D model retrieval using a single depth image from a low-cost 3D camera
The Visual Computer: International Journal of Computer Graphics
A Novel Algorithm for Feature Detection and Hiding from Ultrasound Images
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Pattern Recognition and Image Analysis
Invariant object recognition using radon and fourier transforms
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part I
The fast recursive computation of Tchebichef moment and its inverse transform based on Z-transform
Digital Signal Processing
Generic radial orthogonal moment invariants for invariant image recognition
Journal of Visual Communication and Image Representation
Image analysis by moment invariants using a set of step-like basis functions
Pattern Recognition Letters
The Visual Computer: International Journal of Computer Graphics
Efficient data partitioning for the GPU computation of moment functions
Journal of Parallel and Distributed Computing
Shape classification by manifold learning in multiple observation spaces
Information Sciences: an International Journal
A comparison of methods for sketch-based 3D shape retrieval
Computer Vision and Image Understanding
PRoSPer: Perceptual similarity queries in medical CBIR systems through user profiles
Computers in Biology and Medicine
Content-based image retrieval by integrating color and texture features
Multimedia Tools and Applications
SHREC'13 track: retrieval of objects captured with low-cost depth-sensing cameras
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
Hi-index | 0.22 |
The problem of rotation-, scale-, and translation-invariant recognition of images is discussed. A set of rotation-invariant features are introduced. They are the magnitudes of a set of orthogonal complex moments of the image known as Zernike moments. Scale and translation invariance are obtained by first normalizing the image with respect to these parameters using its regular geometrical moments. A systematic reconstruction-based method for deciding the highest-order Zernike moments required in a classification problem is developed. The quality of the reconstructed image is examined through its comparison to the original one. The orthogonality property of the Zernike moments, which simplifies the process of image reconstruction, make the suggest feature selection approach practical. Features of each order can also be weighted according to their contribution to the reconstruction process. The superiority of Zernike moment features over regular moments and moment invariants was experimentally verified.