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

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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, Palo Alto, 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 15112)

Included in the following conference series:

ECCV: European Conference on Computer Vision

Conference proceedings info: ECCV 2024.

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About this book

The multi-volume set of LNCS books with volume numbers 15059 upto 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 and Motion estimation.

Keywords

Table of contents (27 papers)

Front Matter

Pages i-lxxxv

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FARSE-CNN: Fully Asynchronous, Recurrent and Sparse Event-Based CNN
- Riccardo Santambrogio, Marco Cannici, Matteo Matteucci
Pages 1-18
CONDENSE: Consistent 2D/3D Pre-training for Dense and Sparse Features from Multi-View Images
- Xiaoshuai Zhang, Zhicheng Wang, Howard Zhou, Soham Ghosh, Danushen Gnanapragasam, Varun Jampani et al.
Pages 19-38
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment
- Anurag Das, Xinting Hu, Li Jiang, Bernt Schiele
Pages 39-56
Event-Aided Time-to-Collision Estimation for Autonomous Driving
- Jinghang Li, Bangyan Liao, Xiuyuan Lu, Peidong Liu, Shaojie Shen, Yi Zhou
Pages 57-73
The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation
- Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
Pages 74-91
VEON: Vocabulary-Enhanced Occupancy Prediction
- Jilai Zheng, Pin Tang, Zhongdao Wang, Guoqing Wang, Xiangxuan Ren, Bailan Feng et al.
Pages 92-108
Adapt Without Forgetting: Distill Proximity from Dual Teachers in Vision-Language Models
- Mengyu Zheng, Yehui Tang, Zhiwei Hao, Kai Han, Yunhe Wang, Chang Xu
Pages 109-125
The Sky’s the Limit: Relightable Outdoor Scenes via a Sky-Pixel Constrained Illumination Prior and Outside-In Visibility
- James A. D. Gardner, Evgenii Kashin, Bernhard Egger, William A. P. Smith
Pages 126-143
DiffFAS: Face Anti-spoofing via Generative Diffusion Models
- Xinxu Ge, Xin Liu, Zitong Yu, Jingang Shi, Chun Qi, Jie Li et al.
Pages 144-161
Hetecooper: Feature Collaboration Graph for Heterogeneous Collaborative Perception
- Congzhang Shao, Guiyang Luo, Quan Yuan, Yifu Chen, Yilin Liu, Kexin Gong et al.
Pages 162-178
Learning-based Axial Video Motion Magnification
- Kwon Byung-Ki, Oh Hyun-Bin, Kim Jun-Seong, Hyunwoo Ha, Tae-Hyun Oh
Pages 179-195
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-training Strategies and Performance Insights
- Yan Hao, Florent Forest, Olga Fink
Pages 196-213
Class-Incremental Learning with CLIP: Adaptive Representation Adjustment and Parameter Fusion
- Linlan Huang, Xusheng Cao, Haori Lu, Xialei Liu
Pages 214-231
cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process
- Yihang Chen, Tsai Hor Chan, Guosheng Yin, Yuming Jiang, Lequan Yu
Pages 232-250
Causality-Inspired Discriminative Feature Learning in Triple Domains for Gait Recognition
- Haijun Xiong, Bin Feng, Xinggang Wang, Wenyu Liu
Pages 251-270
Retargeting Visual Data with Deformation Fields
- Tim Elsner, Julia Berger, Tong Wu, Victor Czech, Lin Gao, Leif Kobbelt
Pages 271-288
Delving Deep into Engagement Prediction of Short Videos
- Dasong Li, Wenjie Li, Baili Lu, Hongsheng Li, Sizhuo Ma, Gurunandan Krishnan et al.
Pages 289-306
Flexible Distribution Alignment: Towards Long-Tailed Semi-supervised Learning with Proper Calibration
- Emanuel Sanchez Aimar, Nathaniel Helgesen, Yonghao Xu, Marco Kuhlmann, Michael Felsberg
Pages 307-327
CLEO: Continual Learning of Evolving Ontologies
- Shishir Muralidhara, Saqib Bukhari, Georg Schneider, Didier Stricker, René Schuster
Pages 328-344

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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, Palo Alto, 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 LIV
Editors: Aleš Leonardis, Elisa Ricci, Stefan Roth, Olga Russakovsky, Torsten Sattler, Gül Varol
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-031-72949-2
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: 978-3-031-72948-5Published: 31 October 2024
eBook ISBN: 978-3-031-72949-2Published: 30 October 2024
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: LXXXV, 497
Number of Illustrations: 7 b/w illustrations, 161 illustrations in colour
Topics: Computer Imaging, Vision, Pattern Recognition and Graphics, Signal, Image and Speech Processing, Computer Communication Networks, Machine Learning, Special Purpose and Application-Based Systems, User Interfaces and Human Computer Interaction

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Computer Vision – ECCV 2024