Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29 – October 4, 2024, Proceedings, Part XVIII / 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 ; 15076

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.

Image Processing.

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.

Image Processing.

Computer Communication Networks.

User Interfaces and Human Computer Interaction.

Machine Learning.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (579 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. The papers 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:

Part2Object: Hierarchical Unsupervised 3D Instance Segmentation

PetFace: A Large-Scale Dataset and Benchmark for Animal Identification

MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo

Zero-Shot Detection of AI-Generated Images

Language-Image Pre-training with Long Captions

GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition

DISCO: Embodied Navigation and Interaction via Differentiable Scene Semantics and Dual-level Control

You Only Learn One Query: Learning Unified Human Query for Single-Stage Multi-Person Multi-Task Human-Centric Perception

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models

Facial Affective Behavior Analysis with Instruction Tuning

CoReS: Orchestrating the Dance of Reasoning and Segmentation

MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing

MambaIR: A Simple Baseline for Image Restoration with State-Space Model

I Can't Believe It's Not Scene Flow!

Rethinking Unsupervised Outlier Detection via Multiple Thresholding

Compress3D: a Compressed Latent Space for 3D Generation from a Single Image

Scalable Group Choreography via Variational Phase Manifold Learning

Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition

Mutual Learning for Acoustic Matching and Dereverberation via Visual Scene-driven Diffusion

PoseSOR: Human Pose Can Guide Our Attention

TOD3Cap: Towards 3D Dense Captioning in Outdoor Scenes

Bi-directional Contextual Attention for 3D Dense Captioning

Multi-Person Pose Forecasting with Individual Interaction Perceptron and Prior Learning

InfMAE: A Foundation Model in The Infrared Modality

TPA3D: Triplane Attention for Fast Text-to-3D Generation

Multi-Memory Matching for Unsupervised Visible-Infrared Person Re-Identification

LivePhoto: Real Image Animation with Text-guided Motion Control.

Notes:

Includes bibliographical references and index.

ISBN:

3-031-72649-9