LEADER 05572nam 22007455 450 001 996655267003316 005 20250423130219.0 010 $a3-031-85187-0 024 7 $a10.1007/978-3-031-85187-2 035 $a(CKB)38586608800041 035 $a(DE-He213)978-3-031-85187-2 035 $a(MiAaPQ)EBC32027562 035 $a(Au-PeEL)EBL32027562 035 $a(EXLCZ)9938586608800041 100 $a20250423d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPattern Recognition $e46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10?13, 2024, Proceedings, Part II /$fedited by Daniel Cremers, Zorah Lähner, Michael Moeller, Matthias Nießner, Björn Ommer, Rudolph Triebel 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XVII, 367 p. 157 illus., 121 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15298 311 08$a3-031-85186-2 327 $a -- 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. -- LiFCal: Online Light Field Camera Calibration via Bundle Adjustment. -- CARLA Drone: Monocular 3D Object Detection from a Different Perspective. -- Robust 3D Gaussian Splatting for Novel View Synthesis in Presence of Distractors. -- DynaPix SLAM: A Pixel-Based Dynamic Visual SLAM Approach. -- Leveraging Image Matching Toward End-to-End Relative Camera Pose Regression. -- Erasing the Ephemeral: Joint Camera Refinement and Transient Object Removal for Street View Synthesis. -- Physically Plausible Object Pose Refinement in Cluttered Scenes. -- Gaussian Splatting in Style. -- Video Analysis. -- Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified. -- STAR: Screen Time and Actor Recognition in Video Content. -- Photogrammetry and Remote Sensing. -- Exploring Seasonal Variability in the Context of Neural Radiance Fields for 3D Reconstruction on Satellite Imagery. -- Worldwide High-fidelity Road Extraction from Aerial and Satellite Imagery enabled by Low-fidelity OpenStreetMap Labels. -- SenPa-MAE: Sensor Parameter Aware Multi-Satellite Masked Autoencoder for Multispectral Earth Observation Imagery. -- PuzzleBoard: A new Camera Calibration Pattern with Position Encoding. -- Efficient Multi-task Uncertainties for Joint Semantic Segmentation and Monocular Depth Estimation. 330 $aThis 2-volume set LNCS 15297-15298 constitutes the refereed proceedings of the 46th Annual Conference of the German Association for Pattern Recognition, DAGM-GCPR 2024, held in Munich, Germany, during September 10-13, 2024. The 44 full papers included in these proceedings were carefully reviewed and selected from 81 submissions. They are organized in these topical sections: Part I: Clustering and Segmentation; Learning Techniques; Medical and Biological Applications; Uncertainty and Explainability. Part II: Modelling of Faces and Shapes; Image Generation and Reconstruction; 3D Analysis and Sythesis; Video Analysis; Photogrammetry and Remote Sensing. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15298 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aArtificial intelligence 606 $aComputer systems 606 $aEducation$xData processing 606 $aApplication software 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aArtificial Intelligence 606 $aComputer System Implementation 606 $aComputers and Education 606 $aComputer and Information Systems Applications 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aArtificial intelligence. 615 0$aComputer systems. 615 0$aEducation$xData processing. 615 0$aApplication software. 615 14$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aArtificial Intelligence. 615 24$aComputer System Implementation. 615 24$aComputers and Education. 615 24$aComputer and Information Systems Applications. 676 $a006 702 $aCremers$b Daniel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLähner$b Zorah$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMoeller$b Michael$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNießner$b Matthias$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aOmmer$b Björn$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aTriebel$b Rudolph$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996655267003316 996 $aPattern Recognition$9381471 997 $aUNISA