Pattern Recognition

46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10–13, 2024, Proceedings, Part II

AvDaniel Cremers,Zorah Lähner

Häftad, Engelska, 2025

Del 15298 i serien Lecture Notes in Computer Science

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2025-04-24
Mått:155 x 235 x 21 mm
Vikt:587 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:367
Förlag:Springer International Publishing AG
ISBN:9783031851865

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Tillämpad datateknik inom Data och IT

Innehållsförteckning

.- 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.