ECCV

ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation

Yuyuan Liu, Yuanhong Chen, Hu Wang, Vasileios Belagiannis, Ian Reid, Gustavo Carneiro

机构 * Australian Institute for Machine Learning (AIML), University of Adelaide（澳大利亚机器学习研究所（AIML）、阿德莱德大学） ； Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)（穆罕默德·本·扎耶德人工智能大学） ； University of Erlangen–Nuremberg（埃尔兰根-纽伦堡大学） ； Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey, UK（视觉、语音和信号处理中心（CVSSP）、萨里大学） 纠错

Comments 27 pages (15 pages main paper and 12 pages supplementary with references), ECCV 2024 accepted

Journal ref published in ECCV'2024

Are CLIP features all you need for Universal Synthetic Image Origin Attribution?

Dario Cioni, Christos Tzelepis, Lorenzo Seidenari, Ioannis Patras

机构 * University of Florence（佛罗伦萨大学） ； City, University of London（伦敦城市大学） ； Queen Mary, University of London（伦敦大学Queen Mary） 纠错

Comments Accepted at ECCV 2024 TWYN workshop

Journal ref Computer Vision - ECCV 2024 Workshops 363-382

LaWa: Using Latent Space for In-Generation Image Watermarking

Ahmad Rezaei, Mohammad Akbari, Saeed Ranjbar Alvar, Arezou Fatemi, Yong Zhang

机构 * University of British Columbia（不列颠哥伦比亚大学） ； Huawei Technologies Canada Co. Ltd.（华为技术加拿大有限公司） 纠错

Comments Accepted to ECCV 2024

Wild Berry image dataset collected in Finnish forests and peatlands using drones

Luigi Riz, Sergio Povoli, Andrea Caraffa, Davide Boscaini, Mohamed Lamine Mekhalfi, Paul Chippendale, Marjut Turtiainen, Birgitta Partanen, Laura Smith Ballester, Francisco Blanes Noguera, Alessio Franchi, Elisa Castelli, Giacomo Piccinini, Luca Marchesotti, Micael Santos Couceiro, Fabio Poiesi

机构 * Fondazione Bruno Kessler（布鲁诺·凯斯勒基金会） ； Arctic Flavours Association（北极风味协会） ； Universitat Politècnica de València（巴塞罗那理工大学） ； Ingeniarius 纠错

Comments Accepted to ECCV Workshops 2024

Journal ref Computer Vision - ECCV 2024 Workshops. Lecture Notes in Computer Science 15625 (2025) 1-16

MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Mice

Friedhelm Hamann, Hanxiong Li, Paul Mieske, Lars Lewejohann, Guillermo Gallego

机构 * Technical University of Berlin（柏林技术大学） ； Science of Intelligence Excellence Cluster（智能科学卓越中心） ； Robotics Institute Germany（德国机器人研究所） ； Free University of Berlin（柏林自由大学） ； German Federal Institute for Risk Assessment（德国联邦风险评估研究所） ； Einstein Center Digital Future（爱因斯坦中心数字未来） 纠错

Comments 18 pages, 5 figures, ECCV Workshops

Journal ref European Conference on Computer Vision (ECCV) Workshops, Milan, Italy 2024

ES-PTAM: Event-based Stereo Parallel Tracking and Mapping

Suman Ghosh, Valentina Cavinato, Guillermo Gallego

Comments 17 pages, 7 figures, 4 tables, https://github.com/tub-rip/ES-PTAM

Journal ref European Conference on Computer Vision (ECCV) Workshops, Milan, Italy 2024

Level Up Your Tutorials: VLMs for Game Tutorials Quality Assessment

Daniele Rege Cambrin, Gabriele Scaffidi Militone, Luca Colomba, Giovanni Malnati, Daniele Apiletti, Paolo Garza

机构 * Politecnico di Torino（托里尼理工大学） 纠错

Comments Accepted at ECCV 2024 CV2 Workshop

KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation

Daniele Rege Cambrin, Eleonora Poeta, Eliana Pastor, Tania Cerquitelli, Elena Baralis, Paolo Garza

机构 * Politecnico di Torino（托斯卡纳理工学院） 纠错

Comments Accepted at ECCV 2024 CVPPA Workshop

Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation

Daniele Rege Cambrin, Isaac Corley, Paolo Garza

机构 * Politecnico di Torino（托斯纳大学） ； University of Texas at San Antonio（德克萨斯大学圣安东尼奥分校） 纠错

Comments Accepted at ECCV 2024 CV4E Workshop

Segmenting Object Affordances: Reproducibility and Sensitivity to Scale

Tommaso Apicella, Alessio Xompero, Paolo Gastaldo, Andrea Cavallaro

机构 * University of Genoa, Italy（意大利热那亚大学） ； Queen Mary University of London, United Kingdom（英国伦敦女王玛丽大学） ； Idiap Research Institute, Switzerland（瑞士Idiap研究 institute） ； École Polytechnique Fédérale de Lausanne, Switzerland（瑞士洛桑联邦理工学院） 纠错

Comments Paper accepted to Workshop on Assistive Computer Vision and Robotics (ACVR) in European Conference on Computer Vision (ECCV) 2024; 24 pages, 9 figures, 5 tables. Code and trained models are available at https://apicis.github.io/aff-seg/

Evaluating Usability and Engagement of Large Language Models in Virtual Reality for Traditional Scottish Curling

Ka Hei Carrie Lau, Efe Bozkir, Hong Gao, Enkelejda Kasneci

Journal ref ECCV 2024 Workshops

SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation

Alberto Bacchin, Davide Allegro, Stefano Ghidoni, Emanuele Menegatti

机构 * Department of Information Engineering, University of Padova（信息工程系，帕多瓦大学） 纠错

Comments Accepeted as long paper at "The 3rd Workshop for Out-of-Distribution Generalization in Computer Vision Foundation Models", ECCV 2024

Journal ref ECCV 2024 Workshops. ECCV 2024. Lecture Notes in Computer Science

SpaceJAM: a Lightweight and Regularization-free Method for Fast Joint Alignment of Images

Nir Barel, Ron Shapira Weber, Nir Mualem, Shahaf E. Finder, Oren Freifeld

机构 * Ben-Gurion University of the Negev（贝纳-戈里翁内盖夫大学） 纠错

Comments Accepted to ECCV 2024

Higher fidelity perceptual image and video compression with a latent conditioned residual denoising diffusion model

Jonas Brenig, Radu Timofte

机构 * Computer Vision Lab, CAIDAS \& IFI, University of W\"urzburg, Germany 纠错

Comments Accepted at AIM Workshop 2024 at ECCV 2024

Rethinking Features-Fused-Pyramid-Neck for Object Detection

Hulin Li

机构 * College of Traffic and Transportation, Chongqing Jiaotong University（交通与运输学院，重庆交通大学） 纠错

Comments ECCV 2024

Feasibility with Language Models for Open-World Compositional Zero-Shot Learning

Jae Myung Kim, Stephan Alaniz, Cordelia Schmid, Zeynep Akata

机构 * University of Tübingen（图宾根大学） ； Helmholtz Munich（海德堡-慕尼黑研究所） ； Technical University of Munich（慕尼黑技术大学） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； Inria, Ecole normale supérieure, CNRS, PSL Research University（Inria、巴黎高等师范学校、国家科学研究中心、PSL研究大学） 纠错

Comments ECCV Workshop in OOD-CV, 2024

Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt

Bin-Bin Gao

机构 * Tencent YouTu Lab（腾讯优图实验室） 纠错

Comments Accepted by ECCV 2024

Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation

Guan Gui, Bin-Bin Gao, Jun Liu, Chengjie Wang, Yunsheng Wu

机构 * Tencent YouTu Lab（腾讯优图实验室） ； Shanghai Jiao Tong University（上海交通大学） 纠错

Comments Accepted by ECCV 2024

Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization

Xi Yang, Songsong Duan, Nannan Wang, Xinbo Gao

机构 * Xidian University（西安电子科技大学） ； Chongqing University of Posts and Telecommunications（重庆邮电大学） 纠错

Comments Accepted by ECCV 2024

Scalar Function Topology Divergence: Comparing Topology of 3D Objects

Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii, Evgeny Burnaev, Serguei Barannikov

机构 * Skolkovo Institute of Science and Technology（斯克尔科夫科学与技术研究所） ； AIRI（AI研究机构） ； CNRS, IMJ, Paris Cité University（国家科学研究中心、巴黎城市大学） ； AI Foundation and Algorithm Lab（AI基金会与算法实验室） 纠错

Journal ref ECCV 2024

Decoupling Fine Detail and Global Geometry for Compressed Depth Map Super-Resolution

Huan Zheng, Wencheng Han, Jianbing Shen

机构 * SKL-IOTSC, CIS, University of Macau（物联网系统与智能计算研究院，计算机科学与信息工程学院，澳门大学） 纠错

Comments Accepted by CVPR 2025 & The 1st place award for the ECCV 2024 AIM Compressed Depth Upsampling Challenge

Efficient Neural Video Representation with Temporally Coherent Modulation

Seungjun Shin, Suji Kim, Dokwan Oh

机构 * Samsung Advanced Institute of Technology（三星先进技术研究院） 纠错

Comments ECCV 2024

Rethinking the Role of Infrastructure in Collaborative Perception

Hyunchul Bae, Minhee Kang, Minwoo Song, Heejin Ahn

机构 * Korea Advanced Institute of Science and Technology（韩国科学技术院） 纠错

Comments Accepted by ECCV 2024 Workshop MAAS, 14 pages

Minimalist Vision with Freeform Pixels

Jeremy Klotz, Shree K. Nayar

机构 * Computer Science Department, Columbia University（哥伦比亚大学计算机科学系） 纠错

Comments Project page: https://cave.cs.columbia.edu/projects/categories/project?cid=Computational+Imaging&pid=Minimalist+Vision+with+Freeform+Pixels, published at ECCV 2024

Journal ref European Conference on Computer Vision (ECCV), 2024

POET: Prompt Offset Tuning for Continual Human Action Adaptation

Prachi Garg, Joseph K J, Vineeth N Balasubramanian, Necati Cihan Camgoz, Chengde Wan, Kenrick Kin, Weiguang Si, Shugao Ma, Fernando De La Torre

机构 * Carnegie Mellon University, USA（卡内基梅隆大学） ； Meta Reality Labs（Meta现实实验室） ； Indian Institute of Technology, Hyderabad（印度海得拉巴理工学院） 纠错

Comments ECCV 2024 (Oral), webpage https://humansensinglab.github.io/POET-continual-action-recognition/

Journal ref ECCV 2024, Lecture Notes in Computer Science, vol. 15122, Springer, 2025, pp. 436-455

Inspecting Explainability of Transformer Models with Additional Statistical Information

Hoang C. Nguyen, Haeil Lee, Junmo Kim

机构 * KAIST（韩国科学技术院） 纠错

Comments Accepted at Responsible Computer Vision workshop at ECCV 2022

PapMOT: Exploring Adversarial Patch Attack against Multiple Object Tracking

Jiahuan Long, Tingsong Jiang, Wen Yao, Shuai Jia, Weijia Zhang, Weien Zhou, Chao Ma, Xiaoqian Chen

Comments Accepted by ECCV 2024

Generative Dataset Distillation using Min-Max Diffusion Model

Junqiao Fan, Yunjiao Zhou, Min Chang Jordan Ren, Jianfei Yang

Comments The paper is accepted as the ECCV2024 workshop paper and achieved second place in the generative track of The First Dataset Distillation Challenge of ECCV2024, https://www.dd-challenge.com/#/

Journal ref ECCV 2024 Workshop Paper

Selective Query-guided Debiasing for Video Corpus Moment Retrieval

Sunjae Yoon, Ji Woo Hong, Eunseop Yoon, Dahyun Kim, Junyeong Kim, Hee Suk Yoon, Chang D. Yoo

Comments 16 pages, 6 figures, Accepted in ECCV 2022

Journal ref In European Conference on Computer Vision (pp. 185-200). Springer, Cham (2022)

POLO -- Point-based, multi-class animal detection

Giacomo May, Emanuele Dalsasso, Benjamin Kellenberger, Devis Tuia

Comments Published in the CV4Ecology workshop at ECCV 2024