Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multidimensional Orientation Estimation with Applications to Texture Analysis and Optical Flow
IEEE Transactions on Pattern Analysis and Machine Intelligence
The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Making large-scale support vector machine learning practical
Advances in kernel methods
Distortion Invariant Object Recognition in the Dynamic Link Architecture
IEEE Transactions on Computers
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Rule-based face detection in frontal views
ICASSP '97 Proceedings of the 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '97) -Volume 4 - Volume 4
Finding faces in cluttered scenes using random labeled graph matching
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Comparison of Face Verification Results on the XM2VTS Database
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 4
Eye Movements in Visual Cognition: A Computational Study
Eye Movements in Visual Cognition: A Computational Study
Face authentication with Gabor information on deformable graphs
IEEE Transactions on Image Processing
Applications of Support Vector Machines for Pattern Recognition: A Survey
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Support Vector Features and the Role of Dimensionality in Face Authentication
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Features for robust face-based identity verification
Signal Processing
Face recognition based on polar frequency features
ACM Transactions on Applied Perception (TAP)
Audio-visual person authentication using lip-motion from orientation maps
Pattern Recognition Letters
Non-intrusive liveness detection by face images
Image and Vision Computing
Face recognition with disguise and single gallery images
Image and Vision Computing
Synthesizing Frontal Faces on Calibrated Stereo Cameras for Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Constraint shape model using edge constraint and Gabor wavelet based search
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Real-time face detection using illumination invariant features
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Using bidimensional regression to assess face similarity
Machine Vision and Applications
Robust precise eye location under probabilistic framework
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
A quantitative comparison of speed and reliability for log-polar mapping techniques
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
Pattern Recognition Letters
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
Merging and arbitration strategy for robust eye location
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
An automatic feature based face authentication system,
WIRN'05 Proceedings of the 16th Italian conference on Neural Nets
Spiral topologies for biometric recognition
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Face and facial feature localization
ICIAP'05 Proceedings of the 13th international conference on Image Analysis and Processing
Gabor wavelet-based eyes and mouth detection algorithm
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Gabor parameter selection for local feature detection
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Distance measures for gabor jets-based face authentication: a comparative evaluation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Periocular recognition using retinotopic sampling and gabor decomposition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Recognizing occluded faces by exploiting psychophysically inspired similarity maps
Pattern Recognition Letters
Face and marker detection using Gabor frames on GPUs
Signal Processing
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Retinotopic sampling and the Gabor decomposition have a well-established role in computer vision in general as well as in face authentication. The concept of Retinal Vision we introduce aims at complementing these biologically inspired tools with models of higher-order visual process, specifically the Human Saccadic System. We discuss the Saccadic Search strategy, a general purpose attentional mechanism that identifies semantically meaningful structures in images by performing "jumps" (saccades) between relevant locations. Saccade planning relies on a priori knowledge encoded by SVM classifiers. The raw visual input is analysed by means of a log-polar retinotopic sensor, whose receptive fields consist in a vector of modified Gabor filters designed in the log-polar frequency plane. Applicability to complex cognitive tasks is demonstrated by facial landmark detection and authentication experiments over the M2VTS and Extended M2VTS (XM2VTS) databases.