Pattern Recognition 44th DAGM German Conference, DAGM GCPR 2022, Konstanz, Germany, September 27-30, 2022, Proceedings / [electronic resource] :
edited by Björn Andres, Florian Bernard, Daniel Cremers, Simone Frintrop, Bastian Goldlücke, Ivo Ihrke.
- 1st ed. 2022.
- XIV, 608 p. 190 illus., 179 illus. in color. online resource.
- Lecture Notes in Computer Science, 13485 1611-3349 ; .
- Lecture Notes in Computer Science, 13485 .
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.
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.
9783031167881
10.1007/978-3-031-16788-1 doi
Image processing--Digital techniques. Computer vision. Artificial intelligence. Computer engineering. Computer networks . Computer systems. Education--Data processing. Computer Imaging, Vision, Pattern Recognition and Graphics. Artificial Intelligence. Computer Engineering and Networks. Computer System Implementation. Computers and Education.