Morphological methods in image and signal processing
Morphological methods in image and signal processing
Scale-Space Properties of the Multiscale Morphological Dilation-Erosion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural Network-Based Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Example-Based Learning for View-Based Human Face Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Morphological bidirectional associative memories
Neural Networks
A fast algorithm for tracking human faces based on chromatic histograms
Pattern Recognition Letters
Frontal-view face detection and facial features extraction using color and morphological operations
Pattern Recognition Letters
A new face detection method based on shape information
Pattern Recognition Letters
A Fast and Accurate Face Detector Based on Neural Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Vision for Mobile Robot Navigation: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Handbook of Computer Vision Algorithms in Image Algebra
Handbook of Computer Vision Algorithms in Image Algebra
Digital Image Processing
Perception-Based Self-Localization Using Fuzzy Locations
RUR '95 Proceedings of the International Workshop on Reasoning with Uncertainty in Robotics
Morphological Image Analysis: Principles and Applications
Morphological Image Analysis: Principles and Applications
Reconstruction of Patterns from Noisy Inputs Using Morphological Associative Memories
Journal of Mathematical Imaging and Vision
Image Analysis and Mathematical Morphology
Image Analysis and Mathematical Morphology
Clustering in image space for place recognition and visualannotations for human-robot interaction
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Face recognition/detection by probabilistic decision-based neural network
IEEE Transactions on Neural Networks
Morphological shared-weight networks with applications to automatic target recognition
IEEE Transactions on Neural Networks
Morphological associative memories
IEEE Transactions on Neural Networks
Associative morphological memories based on variations of the kernel and dual kernel methods
Neural Networks - 2003 Special issue: Advances in neural networks research — IJCNN'03
A general framework for fuzzy morphological associative memories
Fuzzy Sets and Systems
Neuro-fuzzy System for Road Signs Recognition
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Lattice Independence and Vision Based Mobile Robot Navigation
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part III
A class of sparsely connected autoassociative morphological memories for large color images
IEEE Transactions on Neural Networks
Morphological auto-associative memories applied to true-color image patterns
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
An introduction to morphological perceptrons with competitive learning
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A lattice computing approach for on-line fMRI analysis
Image and Vision Computing
Information Sciences: an International Journal
Information Sciences: an International Journal
Lattice independent component analysis for functional magnetic resonance imaging
Information Sciences: an International Journal
A class of hybrid morphological perceptrons with application in time series forecasting
Knowledge-Based Systems
Morphological neural networks and vision based mobile robot navigation
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
An endmember-based distance for content based hyperspectral image retrieval
Pattern Recognition
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Associative Morphological Memories are the analogous construct to Linear Associative Memories defined on the lattice algebra (/Bbb R, +, ∨, ∧). They have excellent recall properties for noiseless patterns. However they suffer from the sensitivity to specific noise models, that can be characterized as erosive and dilative noise. To improve their robustness to general noise we propose a construction method that is based on the extrema point preservation of the Erosion/Dilation Morphological Scale Spaces. Here we report on their application to the tasks of face localization in grayscale images and appearance based visual self-localization of a mobile robot.