Computer Vision – ECCV 2024 : 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part I / 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 ; 15059

Language:

English

Subjects (All):

• Image processing--Digital techniques.
• Computer vision.
• Image processing.
• 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 (581 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:

• Is Retain Set All You Need in Machine Unlearning? Restoring Performance of Unlearned Models with Out-Of-Distribution Images
• Octopus: Embodied Vision-Language Programmer from Environmental Feedback
• FunQA: Towards Surprising Video Comprehension
• 4D Contrastive Superflows are Dense 3D Representation Learners
• ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation
• Ponymation: Learning Articulated 3D Animal Motions from Unlabeled Online Videos
• Robust Fitting on a Gate Quantum Computer
• H-V2X: A Large Scale Highway Dataset for BEV Perception
• Learning Camouflaged Object Detection from Noisy Pseudo Label
• Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance
• Deblur e-NeRF: NeRF from Motion-Blurred Events under High-speed or Low-light Conditions
• CLR-GAN: Improving GANs Stability and Quality via Consistent Latent Representation and Reconstruction
• Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
• PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts
• Motion Mamba: Efficient and Long Sequence Motion Generation
• Radiative Gaussian Splatting for Efficient X-ray Novel View Synthesis
• Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance
• A Direct Approach to Viewing Graph Solvability
• CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization
• SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving
• ZeST: Zero-Shot Material Transfer from a Single Image
• 3D Congealing: 3D-Aware Image Alignment in the Wild
• SMooDi: Stylized Motion Diffusion Model
• ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
• SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
• WordRobe: Text-Guided Generation of Textured 3D Garments
• Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation.

Notes:

Includes bibliographical references and index.

ISBN:

3-031-73232-4