Výsledky vyhledávání

Neural Hopfield-ensemble for multi-class head pose detection

Autor: Stefan Wermter, Nils Meins, Sven Magg

Publikováno v: IJCNN

Multi-class object detection is perhaps the most important task for many computer vision systems and mobile robots. In this work we will show that Hopfield Neural Network (HNN) ensembles can successfully detect and classify objects from several class

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::844d5cd0f1908cd5c5ed069518caa0e2
https://doi.org/10.1109/ijcnn.2013.6706894

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Adaboost and Hopfield Neural Networks on different image representations for robust face detection

Autor: Cornelius Weber, Doreen Jirak, Nils Meins, Stefan Wermter

Publikováno v: HIS

Face detection is an active research area comprising the fields of computer vision, machine learning and intelligent robotics. However, this area is still challenging due to many problems arising from image processing and the further steps necessary

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0217488aa6f88fa3fe89b2b38d4df1b8
https://doi.org/10.1109/his.2012.6421390

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Hybrid ensembles using Hopfield neural networks and Haar-like features for face detection

Autor: Stefan Wermter, Nils Meins, Cornelius Weber

Publikováno v: Artificial Neural Networks and Machine Learning – ICANN 2012 ISBN: 9783642332685
ICANN (1)

The success of an ensemble of classifiers depends on the diversity of the underlying features. If a classifier can address more different aspects of the analyzed objects, this allows to improve an ensemble. In this paper we propose an ensemble using

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::99754e6811198e629be2fd2d3337c348

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Learning robot vision for assisted living

Autor: Wenjie Yan, Raymond H. Cuijpers, Elena Torta, Cornelius Weber, Stefan Wermter, Nils Meins, David van der Pol

Publikováno v: Image Processing: Concepts, Methodologies, Tools, and Applications, 3-3, 1232-1255

This chapter presents an overview of a typical scenario of Ambient Assisted Living (AAL) in which a robot navigates to a person for conveying information. Indoor robot navigation is a challenging task due to the complexity of real-home environments a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::756d83bd4c566d919d5757c7e3b26889

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Learning Robot Vision for Assisted Living

Autor: Wenjie Yan, Elena Torta, David van der Pol, Nils Meins, Cornelius Weber, Raymond H. Cuijpers, Stefan Wermter

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::926a5ac024fa7998350674018b98fae2

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Akademický článek

The Impact of Bio-Inspired Approaches Toward the Advancement of Face Recognition.

Autor: ALSALIBI, BISAN¹ besansalipi@gmail.com, VENKAT, IBRAHIM¹, SUBRAMANIAN, K. G.¹, LUTFI, SYAHEERAH LEBAI¹, DE WILDE, PHILIPPE²

Publikováno v: ACM Computing Surveys. Sep2015, Vol. 48 Issue 1, p1-33. 33p. 3 Diagrams, 9 Charts, 2 Graphs.

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Conference

Adaboost and Hopfield Neural Networks on different image representations for robust face detection.

Autor: Meins, Nils, Jirak, Doreen, Weber, Cornelius, Wermter, Stefan

Publikováno v: 2012 12th International Conference on Hybrid Intelligent Systems (HIS); 1/ 1/2012, p531-536, 6p

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Conference

Front matter.

Publikováno v: 2012 12th International Conference on Hybrid Intelligent Systems (HIS); 1/ 1/2012, pi-xviii, 18p

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