Computer Vision – ECCV 2024
Springer International Publishing (Verlag)
978-3-031-72985-0 (ISBN)
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.
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off.- SkyScenes: A Synthetic Dataset for Aerial Scene Understanding.- Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours Maps.- GSD: View-Guided Gaussian Splatting Diffusion for 3D Reconstruction.- AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation.- PFedEdit: Personalized Federated Learning via Automated Model Editing.- De-Confusing Pseudo-Labels in Source-Free Domain Adaptation.- GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes.- EraseDraw : Learning to Insert Objects by Erasing Them from Images.- SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-Device Inference.- Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models.- Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training.- Keypoint Promptable Re-Identification.- Merging and Splitting Diffusion Paths for Semantically Coherent Panoramas.- DynMF: Neural Motion Factorization for Real-time Dynamic View Synthesis with 3D Gaussian Splatting.- Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos.- Perceptual Evaluation of Audio-Visual Synchrony Grounded in Viewers' Opinion Scores.- MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor Perception.- Training A Secure Model against Data-Free Model Extraction.- EpipolarGAN: Omnidirectional Image Synthesis with Explicit Camera Control.- TriNeRFLet: A Wavelet Based Triplane NeRF Representation.- EgoBody3M: Egocentric Body Tracking on a VR Headset using a Diverse Dataset.- Photorealistic Video Generation with Diffusion Models.- RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image Enhancement.- TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models.- Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval.- DECIDER: Leveraging Foundation Model Priors for Improved Model Failure Detection and Explanation.
| Erscheinungsdatum | 04.11.2024 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science |
| Zusatzinfo | LXXXV, 485 p. 167 illus., 163 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Mathematik / Informatik ► Informatik ► Netzwerke | |
| Informatik ► Software Entwicklung ► User Interfaces (HCI) | |
| 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 | 3-031-72985-4 / 3031729854 |
| ISBN-13 | 978-3-031-72985-0 / 9783031729850 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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