Computer Vision - ECCV 2024: 18th European Conference, Milan, Italy, September 29 - October 4, 2024, Proceedings, Part XVIII

by Ales Leonardis (Editor), Elisa Ricci (Editor), Stefan Roth (Editor), Olga Russakovsky (Editor), Torsten Sattler (Editor)

Overview

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.

Product Details

ISBN-13:	9783031726484
Publisher:	Springer Nature Switzerland
Publication date:	09/30/2024
Series:	Lecture Notes in Computer Science , #15076
Edition description:	2025
Pages:	495
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of 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.