The Generalized Gabor Scheme of Image Representation in Biological and Machine Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Continuous and discrete wavelet transforms
SIAM Review
Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Toward a theory of the striate cortex
Neural Computation
Texture Segmentation by Minimizing Vector-Valued Energy Functionals: The Coupled-Membrane Model
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Object Recognition Robust Under Translations, Deformations, and Changes in Background
IEEE Transactions on Pattern Analysis and Machine Intelligence
Images as Embedded Maps and Minimal Surfaces: Movies, Color, Texture, and Volumetric Medical Images
International Journal of Computer Vision - Special issue on computer vision research at the Technion
A multilingual, multimodal digital video library system
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Predictive Coding in the Visual Cortex by a Recurrent Network with Gabor Receptive Fields
Neural Processing Letters
Invertible Apertured Orientation Filters in Image Analysis
International Journal of Computer Vision
Subjective Surfaces: A Geometric Model for Boundary Completion
International Journal of Computer Vision
Oriented Structure of the Occlusion Distortion: Is It Reliable?
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biased competition mechanisms for visual attention in a multimodular neurodynamical system
Emergent neural computational architectures based on neuroscience
Texture Similarity Measure Using Kullback-Leibler Divergence between Gamma Distributions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Multimodal Data Representations with Parameterized Local Structures
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Eye-State Action Unit Detection by Gabor Wavelets
ICMI '00 Proceedings of the Third International Conference on Advances in Multimodal Interfaces
Gabor Wavelet Networks for Object Representation
Proceedings of the 10th International Workshop on Theoretical Foundations of Computer Vision: Multi-Image Analysis
Multiple Landmark Feature Point Mapping for Robust Face Recognition
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Bio-inspired Applications of Connectionism-Part II
Gabor Feature Space Diffusion via the Minimal Weighted Area Method
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Invariant Feature Extraction and Object Shape Matching Using Gabor Filtering
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Geodesic Active Contours Applied to Texture Feature Space
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Biased Competition Mechanisms for Visual Attention in a Multimodular Neurodynamical System
Emergent Neural Computational Architectures Based on Neuroscience - Towards Neuroscience-Inspired Computing
Subjective Retrieval System for Texture Images Based on Interactions of Orientation and Color
DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
Skewness of Gabor Wavelets and Source Signal Separation
WAA '01 Proceedings of the Second International Conference on Wavelet Analysis and Its Applications
Robustness of regional matching scheme over global matching scheme
Artificial Intelligence
Features for robust face-based identity verification
Signal Processing
Multiple motion analysis: in spatial or in spectral domain?
Computer Vision and Image Understanding
Fast features for face authentication under illumination direction changes
Pattern Recognition Letters
Personal Identification Based on Iris Texture Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal sampling of Gabor features for face recognition
Pattern Recognition Letters
Simple Gabor feature space for invariant object recognition
Pattern Recognition Letters
Matching of medical images by self-organizing neural networks
Pattern Recognition Letters
On the Choice of Band-Pass Quadrature Filters
Journal of Mathematical Imaging and Vision
Journal of Mathematical Imaging and Vision
Avatar-mediated face tracking and lip reading for human computer interaction
Proceedings of the 12th annual ACM international conference on Multimedia
Feature-Based Affine-Invariant Localization of Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space Image Analysis Based on Hermite Polynomials Theory
International Journal of Computer Vision
AFRIGRAPH '06 Proceedings of the 4th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Image Representation by Complex Cell Responses
Neural Computation
A Variational Method for Learning Sparse and Overcomplete Representations
Neural Computation
Do Simple Cells in Primary Visual Cortex Form a Tight Frame?
Neural Computation
A Bayesian network classifier and hierarchical Gabor features for handwritten numeral recognition
Pattern Recognition Letters
A robust method for eye features extraction on color image
Pattern Recognition Letters
A shadow elimination approach in video-surveillance context
Pattern Recognition Letters
An efficient illumination normalization method for face recognition
Pattern Recognition Letters
The Uncertainty Principle: Group Theoretic Approach, Possible Minimizers and Scale-Space Properties
Journal of Mathematical Imaging and Vision
International Journal of Computer Vision
Mediating Human Decision Making with Emotional Attitudes in Web Based Decision Support Systems
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Initialization enhancer for non-negative matrix factorization
Engineering Applications of Artificial Intelligence
Face recognition from a single image per person: A survey
Pattern Recognition
Fingerprint enhancement using STFT analysis
Pattern Recognition
On steerability of Gabor-type filters for feature detection
Pattern Recognition Letters
Nonstationary signal analysis using the RI-Spline wavelet
Integrated Computer-Aided Engineering
Evaluation of the effects of Gabor filter parameters on texture classification
Pattern Recognition
Face recognition using elastic local reconstruction based on a single face image
Pattern Recognition
Self-Invertible 2D Log-Gabor Wavelets
International Journal of Computer Vision
A review of text and image retrieval approaches for broadcast news video
Information Retrieval
Simplified Gabor wavelets for human face recognition
Pattern Recognition
Facial Action Unit Recognition by Exploiting Their Dynamic and Semantic Relationships
IEEE Transactions on Pattern Analysis and Machine Intelligence
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
2D Gaborface representation method for face recognition with ensemble and multichannel model
Image and Vision Computing
Iris verification based on Iris feature and secret pseudo-random number
ESPOCO'05 Proceedings of the 4th WSEAS International Conference on Electronic, Signal Processing and Control
Evolvable Face Recognition Based on Evolutionary Algorithm and Gabor Wavelet Networks
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Stochastic modeling western paintings for effective classification
Pattern Recognition
On parallel image retrieval with dynamically extracted features
Parallel Computing
Face Recognition Using Cortex Mechanism and SVM
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
Facial expression recognition based on shape and texture
Pattern Recognition
Image retrieval with relevance feedback based on genetic programming
SBBD '08 Proceedings of the 23rd Brazilian symposium on Databases
New approaches for face recognition using neural networks
SSIP'08 Proceedings of the 8th conference on Signal, Speech and image processing
Optimal recursive clustering of likelihood functions for multiple object tracking
Pattern Recognition Letters
Wavelet-based fingerprint image retrieval
Journal of Computational and Applied Mathematics
Iris quality assessment and bi-orthogonal wavelet based encoding for recognition
Pattern Recognition
Automatic 3D face recognition from depth and intensity Gabor features
Pattern Recognition
Optimizing Gabor Filter Design for Texture Edge Detection and Classification
International Journal of Computer Vision
Detection of Dogs in Video Using Statistical Classifiers
ICCVG 2008 Proceedings of the International Conference on Computer Vision and Graphics: Revised Papers
Face recognition across pose: A review
Pattern Recognition
Gabor texture in active appearance models
Neurocomputing
An Analysis of Gabor Detection
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Novel Framework for Selecting the Optimal Feature Vector from Large Feature Spaces
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Palmprint verification using binary orientation co-occurrence vector
Pattern Recognition Letters
Robust palmprint verification using 2D and 3D features
Pattern Recognition
Robust object tracking with a case-base updating strategy
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Image and Vision Computing
A novel biorthogonal wavelet network system for off-angle iris recognition
Pattern Recognition
Image and Vision Computing
Steganalysis of LSB based image steganography using spatial and frequency domain features
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Quantum morphogenetic system in image recognition
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Database retrieval for similar images using ICA and PCA bases
Engineering Applications of Artificial Intelligence
Using skew Gabor filter in source signal separation and local spectral orientation analysis
Image and Vision Computing
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
Survey paper: Quantum holography: Is it relevant to brain function?
Information Sciences: an International Journal
Improved face representation by nonuniform multilevel selection of Gabor convolution features
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Parametric dictionary design for sparse coding
IEEE Transactions on Signal Processing
Texture representation in AAM using Gabor wavelet and local binary patterns
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Facial expression recognition using embedded hidden Markov model
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Precise eye detection on frontal view face image
Proceedings of the First International Conference on Internet Multimedia Computing and Service
Online biometric authentication using hand vein patterns
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Iris recognition using discrete sine transform and neural network
Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Wavelet correlogram: A new approach for image indexing and retrieval
Pattern Recognition
Online finger-knuckle-print verification for personal authentication
Pattern Recognition
A wavelet subspace method for real-time face tracking
Real-Time Imaging
Scale-space image analysis based on Hermite polynomials theory
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Hierarchical Bayesian network for handwritten digit recognition
ICVS'03 Proceedings of the 3rd international conference on Computer vision systems
Hierarchical Bayesian network for handwritten digit recognition
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Full affine wavelets are scale-space with a twist
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Text area detection in digital documents images using textural features
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Machine Vision and Applications
Towards pose-invariant 2D face classification for surveillance
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Personal identification based on weighting key point scheme for hand image
IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
Improved competitive code for palmprint recognition using simplified Gabor filter
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Fast and accurate personal identification based on iris biometric
International Journal of Biometrics
Improving face recognition by combination of natural and Gabor faces
Pattern Recognition Letters
Gabor wavelet based automatic coin classsification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Finger-knuckle-print: a new biometric identifier
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Theory and application of image neighborhood parallel processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A unified tensor level set for image segmentation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
A zernike moment phase-based descriptor for local image representation and matching
IEEE Transactions on Image Processing
Lightweight probabilistic texture retrieval
IEEE Transactions on Image Processing
Information Sciences: an International Journal
Automatic eye detection using intensity filtering and K-means clustering
Pattern Recognition Letters
General road detection from a single image
IEEE Transactions on Image Processing
Relevance feedback based on genetic programming for image retrieval
Pattern Recognition Letters
Multi-objective uniform design as a SVM model selection tool for face recognition
Expert Systems with Applications: An International Journal
MultiWaveMed: a system for medical image retrieval through wavelets transformations
CBMS'03 Proceedings of the 16th IEEE conference on Computer-based medical systems
A relevance feedback method based on genetic programming for classification of remote sensing images
Information Sciences: an International Journal
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Proceedings of the International Conference & Workshop on Emerging Trends in Technology
Gabor features-based classification using SVM for face recognition
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Ensemble of local and global information for finger-knuckle-print recognition
Pattern Recognition
Artificial Life and Robotics
Face recognition using local graph structure (LGS)
HCII'11 Proceedings of the 14th international conference on Human-computer interaction: interaction techniques and environments - Volume Part II
Stairway detection based on single camera by motion stereo
IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part I
Representing and recognizing objects with massive local image patches
Pattern Recognition
Feature Fusion Using Multiple Component Analysis
Neural Processing Letters
A Comparative Study of Palmprint Recognition Algorithms
ACM Computing Surveys (CSUR)
Biologically inspired bayes learning and its dependence on the distribution of the receptive fields
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
AdaBoost gabor fisher classifier for face recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
A novel Gabor-LDA based face recognition method
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Predictive coding as a model of the V1 saliency map hypothesis
Neural Networks
On filtering by means of generalized integral images: a review and applications
Multidimensional Systems and Signal Processing
Optimization of the texture-geometric image model for estimation of the face parameters
Automation and Remote Control
Multi-scale cortical keypoint representation for attention and object detection
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Approximate steerability of gabor filters for feature detection
SCIA'05 Proceedings of the 14th Scandinavian conference on Image Analysis
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Emotion-Based smart recruitment system
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Multi-scale keypoints in v1 and face detection
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Iris recognition: localization, segmentation and feature extraction based on gabor transform
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
Visual detection of hexagonal headed bolts using method of frames and matching pursuit
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
A real-time gabor primal sketch for visual attention
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
A novel biometric system based on palm vein image
Pattern Recognition Letters
Finger-vein ROI localization and vein ridge enhancement
Pattern Recognition Letters
Nonnegative matrix factorizations performing object detection and localization
Applied Computational Intelligence and Soft Computing
Palm vein recognition using adaptive Gabor filter
Expert Systems with Applications: An International Journal
3D retinal vascular network from optical coherence tomography data
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
Automatic classification of archaeological pottery sherds
Journal on Computing and Cultural Heritage (JOCCH)
Sparse coding and dictionary learning for symmetric positive definite matrices: a kernel approach
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
Object recognition using sparse representation of overcomplete dictionary
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Plant leaf disease detection using gabor wavelet transform
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Noise and illumination invariant road detection based on vanishing point
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A fast vanishing point detection method in structured road
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
CCIW'13 Proceedings of the 4th international conference on Computational Color Imaging
Critical factors in the performance of hyperNEAT
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Pattern Recognition Letters
Computational Intelligence and Neuroscience
Local descriptors in application to the aging problem in face recognition
Pattern Recognition
An improvement to the SIFT descriptor for image representation and matching
Pattern Recognition Letters
Multi-resolution feature fusion for face recognition
Pattern Recognition
Computation of level lines of 4-/8-connectedness
Journal of Visual Communication and Image Representation
Information Sciences: an International Journal
Towards finger-vein image restoration and enhancement for finger-vein recognition
Information Sciences: an International Journal
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This paper extends to two dimensions the frame criterion developed by Daubechies for one-dimensional wavelets, and it computes the frame bounds for the particular case of 2D Gabor wavelets. Completeness criteria for 2D Gabor image representations are important because of their increasing role in many computer vision applications and also in modeling biological vision, since recent neurophysiological evidence from the visual cortex of mammalian brains suggests that the filter response profiles of the main class of linearly-responding cortical neurons (called simple cells) are best modeled as a family of self-similar 2D Gabor wavelets. We therefore derive the conditions under which a set of continuous 2D Gabor wavelets will provide a complete representation of any image, and we also find self-similar wavelet parameterizations which allow stable reconstruction by summation as though the wavelets formed an orthonormal basis. Approximating a "tight frame" generates redundancy which allows low-resolution neural responses to represent high-resolution images, as we illustrate by image reconstructions with severely quantized 2D Gabor coefficients.