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Multilayer Perceptron-Based Error Compensation for Automatic On-the-Fly Camera Orientation Estimatio...

Multilayer Perceptron-Based Error Compensation for Automatic On-the-Fly Camera Orientation Estimatio...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cff9b4f29a8d4ce8bf51596ddcb13834

Multilayer Perceptron-Based Error Compensation for Automatic On-the-Fly Camera Orientation Estimation Using a Single Vanishing Point from Road Lane

About this item

Full title

Multilayer Perceptron-Based Error Compensation for Automatic On-the-Fly Camera Orientation Estimation Using a Single Vanishing Point from Road Lane

Publisher

Switzerland: MDPI AG

Journal title

Sensors (Basel, Switzerland), 2024-02, Vol.24 (3), p.1039

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

This study introduces a multilayer perceptron (MLP) error compensation method for real-time camera orientation estimation, leveraging a single vanishing point and road lane lines within a steady-state framework. The research emphasizes cameras with a roll angle of 0°, predominant in autonomous vehicle contexts. The methodology estimates pitch and y...

Alternative Titles

Full title

Multilayer Perceptron-Based Error Compensation for Automatic On-the-Fly Camera Orientation Estimation Using a Single Vanishing Point from Road Lane

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_cff9b4f29a8d4ce8bf51596ddcb13834

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_cff9b4f29a8d4ce8bf51596ddcb13834

Other Identifiers

ISSN

1424-8220

E-ISSN

1424-8220

DOI

10.3390/s24031039

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