ICCV 2025 Open Access Repository

Neuromorphic Vision: Advantages and Applications of Event Cameras

Comparing Representations for Event Camera-based Visual Object Tracking: Oussama Abdul Hay,

Sara Alansari,

Mohamad Alansari,

Yahya Zweiri; [pdf]
[bibtex]
@InProceedings{Hay_2025_ICCV, author = {Hay, Oussama Abdul and Alansari, Sara and Alansari, Mohamad and Zweiri, Yahya}, title = {Comparing Representations for Event Camera-based Visual Object Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4627-4636} }
Event-driven Robust Fitting on Neuromorphic Hardware: Tam Ngoc-Bang Nguyen,

Anh-Dzung Doan,

Zhipeng Cai,

Tat-Jun Chin; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Nguyen_2025_ICCV, author = {Nguyen, Tam Ngoc-Bang and Doan, Anh-Dzung and Cai, Zhipeng and Chin, Tat-Jun}, title = {Event-driven Robust Fitting on Neuromorphic Hardware}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4692-4702} }
SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop: Friedhelm Hamann,

Emil Mededovic,

Fabian Gülhan,

Yuli Wu,

Johannes Stegmaier,

Jing He,

Yiqing Wang,

Kexin Zhang,

Lingling Li,

Licheng Jiao,

Mengru Ma,

Honxiang Huang,

Yuhao Yan,

Hongwei Ren,

Xiaopeng Lin,

Yulong Huang,

Bojun Cheng,

Se Hyun Lee,

Gyu Sung Ham,

Kanghan Oh,

Gi Hyun Lim,

Boxuan Yang,

Bowen Du,

Guillermo Gallego; [pdf] [supp]
[bibtex]
@InProceedings{Hamann_2025_ICCV, author = {Hamann, Friedhelm and Mededovic, Emil and G\"ulhan, Fabian and Wu, Yuli and Stegmaier, Johannes and He, Jing and Wang, Yiqing and Zhang, Kexin and Li, Lingling and Jiao, Licheng and Ma, Mengru and Huang, Honxiang and Yan, Yuhao and Ren, Hongwei and Lin, Xiaopeng and Huang, Yulong and Cheng, Bojun and Lee, Se Hyun and Ham, Gyu Sung and Oh, Kanghan and Lim, Gi Hyun and Yang, Boxuan and Du, Bowen and Gallego, Guillermo}, title = {SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4675-4683} }
Neural Ganglion Sensors: Learning Task-specific Event Cameras Inspired by the Neural Circuit of the Human Retina: Haley M. So,

Gordon Wetzstein; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{So_2025_ICCV, author = {So, Haley M. and Wetzstein, Gordon}, title = {Neural Ganglion Sensors: Learning Task-specific Event Cameras Inspired by the Neural Circuit of the Human Retina}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4616-4626} }
Toward Low-SWaP Cognitive Agents: Neuromorphic Intelligence and FPGA-Based Deployments of Event Neural Networks: Trevor Bihl,

Rajashree Majumder,

Zhewei Wang,

Avinash Karanth,

Jundong Liu; [pdf]
[bibtex]
@InProceedings{Bihl_2025_ICCV, author = {Bihl, Trevor and Majumder, Rajashree and Wang, Zhewei and Karanth, Avinash and Liu, Jundong}, title = {Toward Low-SWaP Cognitive Agents: Neuromorphic Intelligence and FPGA-Based Deployments of Event Neural Networks}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4715-4722} }
DEIO: Deep Event Inertial Odometry: Weipeng Guan,

Fuling Lin,

Peiyu Chen,

Peng Lu; [pdf] [arXiv]
[bibtex]
@InProceedings{Guan_2025_ICCV, author = {Guan, Weipeng and Lin, Fuling and Chen, Peiyu and Lu, Peng}, title = {DEIO: Deep Event Inertial Odometry}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4606-4615} }
Exploring spatial-temporal dynamics in event-based facial micro-expression analysis: Nicolas Mastropasqua,

Ignacio Bugueno-Cordova,

Rodrigo Verschae,

Daniel Acevedo,

Pablo Negri,

Maria Elena Buemi; [pdf] [arXiv]
[bibtex]
@InProceedings{Mastropasqua_2025_ICCV, author = {Mastropasqua, Nicolas and Bugueno-Cordova, Ignacio and Verschae, Rodrigo and Acevedo, Daniel and Negri, Pablo and Buemi, Maria Elena}, title = {Exploring spatial-temporal dynamics in event-based facial micro-expression analysis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4723-4732} }
Quantifying Accuracy of an Event-Based Star Tracker via Earth's Rotation: Dennis Melamed,

Connor Hashemi,

Scott McCloskey; [pdf]
[bibtex]
@InProceedings{Melamed_2025_ICCV, author = {Melamed, Dennis and Hashemi, Connor and McCloskey, Scott}, title = {Quantifying Accuracy of an Event-Based Star Tracker via Earth's Rotation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4637-4644} }
Event-based Spinning Object SLAM: Ethan Elms,

Yasir Latif,

Tat-Jun Chin; [pdf]
[bibtex]
@InProceedings{Elms_2025_ICCV, author = {Elms, Ethan and Latif, Yasir and Chin, Tat-Jun}, title = {Event-based Spinning Object SLAM}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4655-4664} }
GraphEnet: Event-driven Human Pose Estimation with a Graph Neural Network: Gaurvi Goyal,

Pham Cong Thuong,

Arren Glover,

Masayoshi Mizuno,

Chiara Bartolozzi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Goyal_2025_ICCV, author = {Goyal, Gaurvi and Thuong, Pham Cong and Glover, Arren and Mizuno, Masayoshi and Bartolozzi, Chiara}, title = {GraphEnet: Event-driven Human Pose Estimation with a Graph Neural Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4665-4674} }
Enhancing Event-Based Optical Camera Communication Via Dynamic Timing Correction: Matthew Howard,

Keigo Hirakawa; [pdf]
[bibtex]
@InProceedings{Howard_2025_ICCV, author = {Howard, Matthew and Hirakawa, Keigo}, title = {Enhancing Event-Based Optical Camera Communication Via Dynamic Timing Correction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4597-4605} }
Drone Detection with Event Cameras: Gabriele Magrini,

Lorenzo Berlincioni,

Federico Becattini,

Luca Cultrera,

Pietro Pala; [pdf] [arXiv]
[bibtex]
@InProceedings{Magrini_2025_ICCV, author = {Magrini, Gabriele and Berlincioni, Lorenzo and Becattini, Federico and Cultrera, Luca and Pala, Pietro}, title = {Drone Detection with Event Cameras}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4703-4714} }
Multimodal Neuromorphic Event-Frame Fusion in Domain-Generalized Vision Transformer for Dynamic Object Tracking: Taha Razzaq,

Asim Iqbal; [pdf]
[bibtex]
@InProceedings{Razzaq_2025_ICCV, author = {Razzaq, Taha and Iqbal, Asim}, title = {Multimodal Neuromorphic Event-Frame Fusion in Domain-Generalized Vision Transformer for Dynamic Object Tracking}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4684-4691} }
Lattice-allocated Real-time Line Segment Feature Detection and Tracking Using Only an Event-based Camera: Mikihiro Ikura,

Arren Glover,

Masayoshi Mizuno,

Chiara Bartolozzi; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Ikura_2025_ICCV, author = {Ikura, Mikihiro and Glover, Arren and Mizuno, Masayoshi and Bartolozzi, Chiara}, title = {Lattice-allocated Real-time Line Segment Feature Detection and Tracking Using Only an Event-based Camera}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {4645-4654} }