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Computer Vision - ECCV 2024

18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part LXIII
Buch | Softcover
xii, 474 Seiten
2024 | 2024
Springer (Verlag)
978-3-031-73035-1 (ISBN)
79,95 inkl. MwSt

The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29-October 4, 2024.

The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.

Large-scale Reinforcement Learning for Diffusion Models.- CoMusion: Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion.- FedHARM: Harmonizing Model Architectural Diversity in Federated Learning.- EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS.- Global Counterfactual Directions.- TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Autonomous Driving.- RT-Pose: A 4D Radar-Tensor based 3D Human Pose Estimation and Localization Benchmark.- EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models.- RICA^2: Rubric-Informed, Calibrated Assessment of Actions.- Region-centric Image-Language Pretraining for Open-Vocabulary Detection.- Commonly Interesting Images.- Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities.- CriSp: Leveraging Tread Depth Maps for Enhanced Crime-Scene Shoeprint Matching.- Caltech Aerial RGB-Thermal Dataset in the Wild.- Diffusion Soup: Model Merging for Text-to-Image Diffusion Models.- Volumetric Rendering with Baked Quadrature Fields.- CityGuessr: City-Level Video Geo-Localization on a Global Scale.- Pseudo-Labelling Should Be Aware of Disguising Channel Activations.- Bayesian Detector Combination for Object Detection with Crowdsourced Annotations.- Revising Densification in Gaussian Splatting.- FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing.- Smoothness, Synthesis, and Sampling: Re-thinking Unsupervised Multi-View Stereo with DIV Loss.- Text Motion Translator: A Bi-Directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions.- UL-VIO: Ultra-lightweight Visual-Inertial Odometry with Noise Robust Test-time Adaptation.- PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis.- R3DS: Reality-linked 3D Scenes for Panoramic Scene Understanding.- A Graph-Based Approach for Category-Agnostic Pose Estimation.

Erscheint lt. Verlag 7.12.2024
Reihe/Serie Lecture Notes in Computer Science
Zusatzinfo XII, 474 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Informatik Netzwerke
Technik Elektrotechnik / Energietechnik
Schlagworte Artificial Intelligence • Computer Networks • Computer systems • computer vision • Education • Human-Computer Interaction (HCI) • Image Analysis • image coding • Image Processing • image reconstruction • Image Segmentation • learning • machine learning • Object recognition • pattern recognition • reconstruction • Signal Processing • Software engineering
ISBN-10 3-031-73035-6 / 3031730356
ISBN-13 978-3-031-73035-1 / 9783031730351
Zustand Neuware
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