Pattern Recognition

TRAMA

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.

SOMMARIO

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.

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783031167874
• Collana: Lecture Notes in Computer Science
• Dimensioni: 235 x 155 mm Ø 943 gr
• Formato: Brossura
• Illustration Notes: XIV, 608 p. 190 illus., 179 illus. in color.
• Pagine Arabe: 608
• Pagine Romane: xiv