Pattern Recognition

44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27–30, 2022, Proceedings

Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke (Herausgeber)

Buch | Softcover

XIV, 608 Seiten

2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-031-16787-4 (ISBN)

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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.

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.

Erscheinungsdatum	25.09.2022
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XIV, 608 p. 190 illus., 179 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	876 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Applications • Artificial Intelligence • color image processing • Computer Science • computer vision • conference proceedings • Correlation Analysis • Image Analysis • image coding • Image Processing • Image Quality • image reconstruction • Image Segmentation • Imaging Systems • Informatics • machine learning • Motion Estimation • Neural networks • Object recognition • pattern recognition • Research • Signal Detection • Signal Processing
ISBN-10	3-031-16787-2 / 3031167872
ISBN-13	978-3-031-16787-4 / 9783031167874
Zustand	Neuware