Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LVIII / edited by Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol.

Format:

Book

Contributor:

Leonardis, Aleš, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 15116

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Physical Description:

1 online resource (569 pages)

Edition:

1st ed. 2025.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2025.

Summary:

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.

Contents:

AWOL: Analysis WithOut synthesis using Language

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework

M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions

MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes

End-to-End Rate-Distortion Optimized 3D Gaussian Representation

Temporal Residual Jacobians for Rig-free Motion Transfer

LetsMap: Unsupervised Representation Learning for Label-Efficient Semantic BEV Mapping

Deblurring 3D Gaussian Splatting

Taming Lookup Tables for Efficient Image Retouching

DualDn: Dual-domain Denoising via Differentiable ISP

Quantization-Friendly Winograd Transformations for Convolutional Neural Networks

A Task is Worth One Word: Learning with Task Prompts for High-Quality Versatile Image Inpainting

Self-supervised Shape Completion via Involution and Implicit Correspondences

From Fake to Real: Pretraining on Balanced Synthetic Images to Prevent Spurious Correlations in Image Recognition

Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector

NICP: Neural ICP for 3D Human Registration at Scale

PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines

FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation

Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models

StableDrag: Stable Dragging for Point-based Image Editing

Improving Feature Stability during Upsampling

Spectral Artifacts and the Importance of Spatial Context

Dynamic Data Selection for Efficient SSL via Coarse-to-Fine Refinement

Neural Surface Detection for Unsigned Distance. Fields

One-Shot Diffusion Mimicker for Handwritten Text Generation

Event-Based Motion Magnification

Improving Neural Surface Reconstruction with Feature Priors from Multi-View Images

Towards Multimodal Sentiment Analysis Debiasing via Bias Purification.

Notes:

Includes bibliographical references and index.

ISBN:

9783031736360

3031736362