Pattern Recognition (eBook, PDF)

44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, Proceedings
Redaktion: Andres, Björn; Ihrke, Ivo; Goldlücke, Bastian; Frintrop, Simone; Cremers, Daniel; Bernard, Florian

• Format: PDF

Produktbeschreibung

This book constitutes the refereed proceedings of the 44th DAGM German Conference on Pattern Recognition, DAGM GCPR 2022, which was held during September 27 - 30, 2022.

The 37 papers presented in this volume were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: ¿machine learning methods; unsupervised, semi-supervised and transfer learning; interpretable machine learning; low-level vision and computational photography; motion, pose estimation and tracking; 3D vision and stereo; detection and recognition; language and vision; scene understanding; photogrammetry and remote sensing; pattern recognition in the life and natural sciences; systems and applications.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 608
• Erscheinungstermin: 22. September 2022
• Englisch
• ISBN-13: 9783031167881
• Artikelnr.: 65886762

Inhaltsangabe

Machine Learning Methods.- Unsupervised, Semi-supervised and Transfer Learning.- Interpretable Machine Learning.- Low-level Vision and Computational Photography.- Motion, Pose Estimation and Tracking.- 3D Vision and Stereo.- Detection and Recognition.- Language and Vision.- Scene Understanding.- Photogrammetry and Remote Sensing.- Pattern Recognition in the Life and Natural Sciences.- Systems and Applications.