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

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Editors:

Aleš Leonardis
1. University of Birmingham, Birmingham, UK
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Elisa Ricci
1. University of Trento, Trento, Italy
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Stefan Roth
1. Technical University of Darmstadt, Darmstadt, Germany
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Olga Russakovsky
1. Princeton University, Princeton, USA
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Torsten Sattler
1. Czech Technical University in Prague, Prague, Czech Republic
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Gül Varol
1. École des Ponts ParisTech, Marne-la-Vallée, France
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 15098)

Included in the following conference series:

ECCV: European Conference on Computer Vision

Conference proceedings info: ECCV 2024.

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4 Citations

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About this book

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.

Keywords

Table of contents (27 papers)

Front Matter

Pages i-lxxxv

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GeoCalib: Learning Single-Image Calibration with Geometric Optimization
- Alexander Veicht, Paul-Edouard Sarlin, Philipp Lindenberger, Marc Pollefeys
Pages 1-20
3D Open-Vocabulary Panoptic Segmentation with 2D-3D Vision-Language Distillation
- Zihao Xiao, Longlong Jing, Shangxuan Wu, Alex Zihao Zhu, Jingwei Ji, Chiyu Max Jiang et al.
Pages 21-38
Semicalibrated Relative Pose from an Affine Correspondence and Monodepth
- Petr Hruby, Marc Pollefeys, Daniel Barath
Pages 39-57
Global Structure-from-Motion Revisited
- Linfei Pan, Dániel Baráth, Marc Pollefeys, Johannes L. Schönberger
Pages 58-77
MobileNetV4: Universal Models for the Mobile Ecosystem
- Danfeng Qin, Chas Leichner, Manolis Delakis, Marco Fornoni, Shixin Luo, Fan Yang et al.
Pages 78-96
Gravity-Aligned Rotation Averaging with Circular Regression
- Linfei Pan, Marc Pollefeys, Dániel Baráth
Pages 97-116
MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation
- Kunpeng Song, Yizhe Zhu, Bingchen Liu, Qing Yan, Ahmed Elgammal, Xiao Yang
Pages 117-132
Find n’ Propagate: Open-Vocabulary 3D Object Detection in Urban Environments
- Djamahl Etchegaray, Zi Huang, Tatsuya Harada, Yadan Luo
Pages 133-151
Quanta Video Restoration
- Prateek Chennuri, Yiheng Chi, Enze Jiang, G. M. Dilshan Godaliyadda, Abhiram Gnanasambandam, Hamid R. Sheikh et al.
Pages 152-171
Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models
- Rohit Gandikota, Joanna Materzyńska, Tingrui Zhou, Antonio Torralba, David Bau
Pages 172-188
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model
- Aoran Xiao, Weihao Xuan, Heli Qi, Yun Xing, Ruijie Ren, Xiaoqin Zhang et al.
Pages 189-206
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image
- Hallee E. Wong, Marianne Rakic, John Guttag, Adrian V. Dalca
Pages 207-229
POCA: Post-training Quantization with Temporal Alignment for Codec Avatars
- Jian Meng, Yuecheng Li, Chenghui Li, Syed Shakib Sarwar, Dilin Wang, Jae-sun Seo
Pages 230-246
HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts
- Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han, Sangdoo Yun
Pages 247-265
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras
- Hoonhee Cho, Sung-Hoon Yoon, Hyeokjun Kweon, Kuk-Jin Yoon
Pages 266-286
Unsupervised Dense Prediction Using Differentiable Normalized Cuts
- Yanbin Liu, Stephen Gould
Pages 287-304
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-consistency Training
- Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Ruifeng Guo et al.
Pages 305-322
Scaling Up Personalized Image Aesthetic Assessment via Task Vector Customization
- Jooyeol Yun, Jaegul Choo
Pages 323-339
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
- Yitong Jiang, Zhaoyang Zhang, Tianfan Xue, Jinwei Gu
Pages 340-359

Other volumes

Editors and Affiliations

University of Birmingham, Birmingham, UK

Aleš Leonardis
University of Trento, Trento, Italy

Elisa Ricci
Technical University of Darmstadt, Darmstadt, Germany

Stefan Roth
Princeton University, Princeton, USA

Olga Russakovsky
Czech Technical University in Prague, Prague, Czech Republic

Torsten Sattler
École des Ponts ParisTech, Marne-la-Vallée, France

Gül Varol

Bibliographic Information

Book Title: Computer Vision – ECCV 2024
Book Subtitle: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XL
Editors: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-73661-2
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2025
Softcover ISBN: 978-3-031-73660-5Published: 10 November 2024
eBook ISBN: 978-3-031-73661-2Published: 09 November 2024
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: LXXXV, 503
Number of Illustrations: 6 b/w illustrations, 190 illustrations in colour
Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Signal, Image and Speech Processing, Computer Communication Networks, User Interfaces and Human Computer Interaction, Machine Learning, Special Purpose and Application-Based Systems

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Computer Vision – ECCV 2024