Pattern Recognition
Springer International Publishing (Verlag)
978-3-031-85186-5 (ISBN)
This 2-volume set LNCS 15297-15298 constitutes the refereed proceedings of the 46th Annual Conference of the German Association for Pattern Recognition, DAGM-GCPR 2024, held in Munich, Germany, during September 10-13, 2024.
The 44 full papers included in these proceedings were carefully reviewed and selected from 81 submissions. They are organized in these topical sections:
Part I: Clustering and Segmentation; Learning Techniques; Medical and Biological Applications; Uncertainty and Explainability.
Part II: Modelling of Faces and Shapes; Image Generation and Reconstruction; 3D Analysis and Sythesis; Video Analysis; Photogrammetry and Remote Sensing.
.- Modelling of Faces and Shapes.
.- 360° Volumetric Portrait Avatar.
.- How Do You Perceive My Face? Recognizing Facial Expressions in Multi-Modal Context by Modeling Mental Representations.
.- A Latent Implicit 3D Shape Model for Multiple Levels of Detail.
.- Image Generation and Reconstruction.
.- Coloring the Past: Neural Historical Monuments Reconstruction from Archival Photography.
.- Expanding the Image Embedding Space for Language-Free Text-to-Face Image Generation.
.- Towards synthetic generation of realistic wooden logs.
.- 3D Analysis and Sythesis.
.- G3DST: Generalizing 3D Style Transfer with Neural Radiance Fields across Scenes and Styles.
| Erscheinungsdatum | 26.04.2025 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | XVII, 367 p. 157 illus., 121 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Schlagworte | 3D Reconstruction • Artificial Intelligence • computer vision • Deep learning • Health Informatics • Image Compression • Information Retrieval • Knowledge Representation and Reasoning • machine learning algorithms • machine learning theory • Mathematical Optimization • Natural and Life Sciences • neural rendering • pattern recognition • Photogrammetry • Remote Sensing • Robotics • robust models • Shape modeling • spatial-temporal systems |
| ISBN-10 | 3-031-85186-2 / 3031851862 |
| ISBN-13 | 978-3-031-85186-5 / 9783031851865 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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