Advances in Morphological Neural Networks: Training, Pruning and Enforcing Shape Constraints

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp39728.2021.9415123 ◽

2021 ◽

Author(s):

Nikolaos Dimitriadis ◽

Petros Maragos

Keyword(s):

Neural Networks ◽

Shape Constraints ◽

Morphological Neural Networks

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Bipolar Morphological Neural Networks: Gate-Efficient Architecture for Computer Vision

IEEE Access ◽

10.1109/access.2021.3094484 ◽

2021 ◽

pp. 1-1

Author(s):

Elena E. Limonova ◽

Daniil M. Alfonso ◽

Dmitry P. Nikolaev ◽

Vladimir V. Arlazarov

Keyword(s):

Neural Networks ◽

Computer Vision ◽

Morphological Neural Networks

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Parallel Implementation of Morphological Neural Networks for Hyperspectral Image Analysis

High Performance Computing in Remote Sensing ◽

10.1201/9781420011616-13 ◽

2007 ◽

pp. 157-176

Keyword(s):

Neural Networks ◽

Image Analysis ◽

Hyperspectral Image ◽

Parallel Implementation ◽

Hyperspectral Image Analysis ◽

Morphological Neural Networks

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A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification

Artificial Neural Networks - ICANN 2008 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-87559-8_81 ◽

2008 ◽

pp. 783-792 ◽

Cited By ~ 3

Author(s):

Alexandre Monteiro da Silva ◽

Peter Sussner

Keyword(s):

Neural Networks ◽

Morphological Neural Networks

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Evolutionary Learning Algorithm for Multi-layer Morphological Neural Networks

Information Technology Journal ◽

10.3923/itj.2013.852.856 ◽

2013 ◽

Vol 12 (4) ◽

pp. 852-856

Author(s):

He Chunmei

Keyword(s):

Neural Networks ◽

Learning Algorithm ◽

Evolutionary Learning ◽

Morphological Neural Networks

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Morphological neural networks and image algebra in artificial perception systems

10.1117/12.60638 ◽

1992 ◽

Cited By ~ 8

Author(s):

Carmen P. Suarez Araujo ◽

Gerhard X. Ritter

Keyword(s):

Neural Networks ◽

Image Algebra ◽

Morphological Neural Networks

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Morphological Neural Networks of Background Clutter Adaptive Prediction for Detection of Small Targets in Image Data

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11760023_64 ◽

2006 ◽

pp. 442-447 ◽

Cited By ~ 1

Author(s):

Honggang Wu ◽

Xiaofeng Li ◽

Zaiming Li ◽

Yuebin Chen

Keyword(s):

Neural Networks ◽

Image Data ◽

Adaptive Prediction ◽

Background Clutter ◽

Small Targets ◽

Morphological Neural Networks

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Morphological Neural Networks for Localization and Mapping

2006 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications ◽

10.1109/cimsa.2006.250739 ◽

2006 ◽

Cited By ~ 3

Author(s):

I. Villaverde ◽

M. Grana ◽

A. D'Anjou

Keyword(s):

Neural Networks ◽

Localization And Mapping ◽

Morphological Neural Networks

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Some applications of morphological neural networks

IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222) ◽

10.1109/ijcnn.2001.938763 ◽

2002 ◽

Cited By ~ 2

Author(s):

M. Grana ◽

B. Raducanu

Keyword(s):

Neural Networks ◽

Morphological Neural Networks

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Bipolar morphological neural networks: convolution without multiplication

Twelfth International Conference on Machine Vision (ICMV 2019) ◽

10.1117/12.2559299 ◽

2020 ◽

Author(s):

Elena Limonova ◽

Daniil Matveev ◽

Dmitry Nikolaev ◽

Vladimir V. Arlazarov

Keyword(s):

Neural Networks ◽

Morphological Neural Networks

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Morphological Neural Networks with Dendrite Computation: A Geometrical Approach

Lecture Notes in Computer Science - Progress in Pattern Recognition, Speech and Image Analysis ◽

10.1007/978-3-540-24586-5_72 ◽

2003 ◽

pp. 588-595 ◽

Cited By ~ 2

Author(s):

Ricardo Barrón ◽

Humberto Sossa ◽

Héctor Cortés

Keyword(s):

Neural Networks ◽

Geometrical Approach ◽

Morphological Neural Networks

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