Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXXXII / 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 ; 15140

Language:

English

Subjects (All):

Image processing--Digital techniques.

Image processing.

Computer vision.

Computer networks.

User interfaces (Computer systems).

Human-computer interaction.

Machine learning.

Computers, Special purpose.

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Communication Networks.

User Interfaces and Human Computer Interaction.

Machine Learning.

Special Purpose and Application-Based Systems.

Local Subjects:

Computer Imaging, Vision, Pattern Recognition and Graphics.

Computer Communication Networks.

User Interfaces and Human Computer Interaction.

Machine Learning.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (574 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:

Exploring Conditional Multi-Modal Prompts for Zero-shot HOI Detection

Training-free Video Temporal Grounding using Large-scale Pre-trained Models

Revisit Self-supervision with Local Structure-from-Motion

FAMOUS: High-Fidelity Monocular 3D Human Digitization Using View Synthesis

Efficient Learning of Event-based Dense Representation using Hierarchical Memories with Adaptive Update

SNP: Structured Neuron-level Pruning to Preserve Attention Scores

Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation

Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats

PALM: Predicting Actions through Language Models

Motion Keyframe Interpolation for Any Human Skeleton using Point Cloud-based Human Motion Data Homogenisation

SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher

Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment

Improving Hyperbolic Representations via Gromov-Wasserstein Regularization

VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG

DiffSurf: A Transformer-based Diffusion Model for Generating and Reconstructing 3D Surfaces in Pose

Exploiting Supervised Poison Vulnerability to Strengthen Self-Supervised Defense

Dense Hand-Object(HO) GraspNet with Full Grasping Taxonomy and Dynamics

Human Pose Recognition via Occlusion-Preserving Abstract Images

DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception

SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow

PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation

Depth-Aware Blind Image Decomposition for Real-World Adverse Weather Recovery

DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation

Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation

Personalized Privacy Protection Mask Against Unauthorized Facial Recognition

PosterLlama: Bridging Design Ability of Langauge Model to Content-Aware Layout Generation

PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control.

Notes:

Includes bibliographical references and index.

ISBN:

9783031730078

3031730070