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.
