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Pattern recognition = 46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10-13, 2024 : proceedings.. Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Pattern recognition/ edited by Daniel Cremers ... [et al.].
Reminder of title:	46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10-13, 2024 : proceedings.
remainder title:	DAGM GCPR 2024
other author:	Cremers, Daniel.
corporate name:	GCPR (Conference)
Published:	Cham :Springer Nature Switzerland : : 2025.,
Description:	xvii, 367 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Pattern recognition systems - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-031-85187-2
ISBN:	9783031851872

Pattern recognition = 46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10-13, 2024 : proceedings.. Part II /
Pattern recognition46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10-13, 2024 : proceedings.Part II /[electronic resource] :DAGM GCPR 2024edited by Daniel Cremers ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xvii, 367 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,152981611-3349 ;. - Lecture notes in computer science ;15298..

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.

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.

ISBN: 9783031851872

Standard No.: 10.1007/978-3-031-85187-2doiSubjects--Topical Terms:

563039
Pattern recognition systems
--Congresses.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Pattern recognition = 46th DAGM German Conference, DAGM GCPR 2024, Munich, Germany, September 10-13, 2024 : proceedings.. Part II /
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520 $a 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.
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