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Event cameras offering high dynamic range and low latency have emerged as disruptive technologies in imaging.
Plenoptic Function , chapter 8, pp. 618–623
Shing Chow Chan · 2014
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Simultaneous optical flow and intensity estimation from an event camera
Patrick Bardow, Andrew J Davison, and Stefan Leutenegger · 2016
Earlier work this paper cites.
Bringing a blurry frame alive at high frame-rate with an event camera
Liyuan Pan, Cedric Scheerlinck, Xin Yu, Richard Hartley, Miaomiao Liu, and Yuchao Dai · 2019
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High speed and high dynamic range video with an event camera
Henri Rebecq, René Ranftl, Vladlen Koltun, and Davide Scaramuzza · 2019
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5.10 a 1280
Thomas Finateu, Atsumi Niwa, Daniel Matolin, Koya Tsuchimoto, Andrea Mascheroni, Etienne Reynaud, Pooria Mostafalu, Frederick Brady, Ludovic Chotard, Florian LeGoff, et al · 2020
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Event-based vision: A survey
Guillermo Gallego, Tobi Delbrück, Garrick Orchard, Chiara Bartolozzi, Brian Taba, Andrea Censi, Stefan Leutenegger, Andrew J Davison, Jörg Conradt, Kostas Daniilidis, et al · 2020
Earlier work this paper cites.
Learning to see in the dark with events
Song Zhang, Yu Zhang, Zhe Jiang, Dongqing Zou, Jimmy Ren, and Bin Zhou · 2020
Earlier work this paper cites.
Spade-e2vid: Spatially-adaptive denormalization for event-based video reconstruction
Pablo Rodrigo Gantier Cadena, Yeqiang Qian, Chunxiang Wang, and Ming Yang · 2021
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Indoor lighting estimation using an event camera
Zehao Chen, Qian Zheng, Peisong Niu, Huajin Tang, and Gang Pan · 2021
Earlier work this paper cites.
Image reconstruction from neuromorphic event cameras using laplacian-prediction and poisson integration with spiking and artificial neural networks
Hadar Cohen Duwek, Albert Shalumov, and Elishai Ezra Tsur · 2021
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Turning frequency to resolution: Video super-resolution via event cameras
Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, and Dacheng Tao · 2021
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Back to event basics: Self-supervised learning of image reconstruction for event cameras via photometric constancy
Federico Paredes-Vallés and Guido CHE De Croon · 2021
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Bringing events into video deblurring with non-consecutively blurry frames
Wei Shang, Dongwei Ren, Dongqing Zou, Jimmy S Ren, Ping Luo, and Wangmeng Zuo · 2021
Earlier work this paper cites.
Time lens: Event-based video frame interpolation
Stepan Tulyakov, Daniel Gehrig, Stamatios Georgoulis, Julius Erbach, Mathias Gehrig, Yuanyou Li, and Davide Scaramuzza · 2021
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Motion deblurring with real events
Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, and Jianzhuang Liu · 2021
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Timereplayer: Unlocking the potential of event cameras for video interpolation
Weihua He, Kaichao You, Zhendong Qiao, Xu Jia, Ziyang Zhang, Wenhui Wang, Huchuan Lu, Yaoyuan Wang, and Jianxing Liao · 2022
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Event-guided deblurring of unknown exposure time videos
Taewoo Kim, Jeongmin Lee, Lin Wang, and Kuk-Jin Yoon · 2022
Earlier work this paper cites.
Multi-bracket high dynamic range imaging with event cameras
Nico Messikommer, Stamatios Georgoulis, Daniel Gehrig, Stepan Tulyakov, Julius Erbach, Alfredo Bochicchio, Yuanyou Li, and Davide Scaramuzza · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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E-cir: Event-enhanced continuous intensity recovery
Chen Song, Qixing Huang, and Chandrajit Bajaj · 2022
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Event-based fusion for motion deblurring with cross-modal attention
Lei Sun, Christos Sakaridis, Jingyun Liang, Qi Jiang, Kailun Yang, Peng Sun, Yaozu Ye, Kaiwei Wang, and Luc Van Gool · 2022
Earlier work this paper cites.
Time lens++: Event-based frame interpolation with parametric non-linear flow and multi-scale fusion
Stepan Tulyakov, Alfredo Bochicchio, Daniel Gehrig, Stamatios Georgoulis, Yuanyou Li, and Davide Scaramuzza · 2022
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Unifying motion deblurring and frame interpolation with events
Xiang Zhang and Lei Yu · 2022
Earlier work this paper cites.
Formulating event-based image reconstruction as a linear inverse problem with deep regularization using optical flow
Zelin Zhang, Anthony J Yezzi, and Guillermo Gallego · 2022
Cited alongside, same era.
Evunroll: Neuromorphic events based rolling shutter image correction
Xinyu Zhou, Peiqi Duan, Yi Ma, and Boxin Shi · 2022
Cited alongside, same era.
Non-coaxial event-guided motion deblurring with spatial alignment
Hoonhee Cho, Yuhwan Jeong, Taewoo Kim, and Kuk-Jin Yoon · 2023
Cited alongside, same era.
Evshutter: Transforming events for unconstrained rolling shutter correction
Julius Erbach, Stepan Tulyakov, Patricia Vitoria, Alfredo Bochicchio, and Yuanyou Li · 2023
Cited alongside, same era.
Hybrid high dynamic range imaging fusing neuromorphic and conventional images
Jin Han, Yixin Yang, Peiqi Duan, Chu Zhou, Lei Ma, Chao Xu, Tiejun Huang, Imari Sato, and Boxin Shi · 2023
Cited alongside, same era.
Hypere2vid: Improving event-based video reconstruction via hypernetworks
Burak Ercan, Onur Eker, Canberk Saglam, Aykut Erdem, and Erkut Erdem · 2024
Later among the works it cites.
Low-latency automotive vision with event cameras
Daniel Gehrig and Davide Scaramuzza · 2024
Later among the works it cites.
Event-based stereo depth estimation: A survey
Suman Ghosh and Guillermo Gallego · 2024
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Eventlfm: event camera integrated fourier light field microscopy for ultrafast 3d imaging
Ruipeng Guo, Qianwan Yang, Andrew S Chang, Guorong Hu, Joseph Greene, Christopher V Gabel, Sixian You, and Lei Tian · 2024
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Time-efficient light-field acquisition using coded aperture and events
Shuji Habuchi, Keita Takahashi, Chihiro Tsutake, Toshiaki Fujii, and Hajime Nagahara · 2024
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Yu Jiang, Yuehang Wang, Siqi Li, Yongji Zhang, Minghao Zhao, and Yue Gao · 2023
Cited alongside, same era.
Video super-resolution via event-driven temporal alignment
Dachun Kai, Yueyi Zhang, and Xiaoyan Sun · 2023
Cited alongside, same era.
Event-based video frame interpolation with cross-modal asymmetric bidirectional motion fields
Taewoo Kim, Yujeong Chae, Hyun-Kurl Jang, and Kuk-Jin Yoon · 2023
Cited alongside, same era.
E-nerf: Neural radiance fields from a moving event camera
Simon Klenk, Lukas Koestler, Davide Scaramuzza, and Daniel Cremers · 2023
Cited alongside, same era.
Coherent event guided low-light video enhancement
Jinxiu Liang, Yixin Yang, Boyu Li, Peiqi Duan, Yong Xu, and Boxin Shi · 2023
Cited alongside, same era.
Event-guided frame interpolation and dynamic range expansion of single rolling shutter image
Guixu Lin, Jin Han, Mingdeng Cao, Zhihang Zhong, and Yinqiang Zheng · 2023
Cited alongside, same era.
Robust e-nerf: Nerf from sparse & noisy events under non-uniform motion
Weng Fei Low and Gim Hee Lee · 2023
Cited alongside, same era.
Event camera based eye motion analysis: A survey
Khadija Iddrisu, Waseem Shariff, Peter Corcoran, Noel O’Connor, Joe Lemley, and Suzanne Little · 2024
Later among the works it cites.
Evtexture: Event-driven texture enhancement for video super-resolution
Dachun Kai, Jiayao Lu, Yueyi Zhang, and Xiaoyan Sun · 2024
Later among the works it cites.
Towards robust event-guided low-light image enhancement: A large-scale real-world event-image dataset and novel approach
Guoqiang Liang, Kanghao Chen, Hangyu Li, Yunfan Lu, and Lin Wang · 2024
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Ef-3dgs: Event-aided free-trajectory 3d gaussian splatting
Bohao Liao, Wei Zhai, Zengyu Wan, Tianzhu Zhang, Yang Cao, and Zheng-Jun Zha · 2024
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Color4e: Event demosaicing for full-color event guided image deblurring
Yi Ma, Peiqi Duan, Yuchen Hong, Chu Zhou, Yu Zhang, Jimmy Ren, and Boxin Shi · 2024
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Besplat–gaussian splatting from a single blurry image and event stream
Gopi Raju Matta, Reddypalli Trisha, and Kaushik Mitra · 2024
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E3nerf: Efficient event-enhanced neural radiance fields from blurry images
Yunshan Qi, Jia Li, Yifan Zhao, Yu Zhang, and Lin Zhu · 2024
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Event fields: Capturing light fields at high speed, resolution, and dynamic range
Ziyuan Qu, Zihao Zou, Vivek Boominathan, Praneeth Chakravarthula, and Adithya Pediredla · 2024
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Event cameras in automotive sensing: A review
Waseem Shariff, Mehdi Sefidgar Dilmaghani, Paul Kielty, Mohamed Moustafa, Joe Lemley, and Peter Corcoran · 2024
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Mipi 2024 challenge on demosaic for hybridevs camera: Methods and results
Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangcheng Zhou, Ruicheng Feng, Yuekun Dai, et al · 2024
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Event3dgs: Event-based 3d gaussian splatting for high-speed robot egomotion
Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermuller, Yiannis Aloimonos, Heng Huang, and Christopher Metzler · 2024
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Eventps: Real-time photometric stereo using an event camera
Bohan Yu, Jieji Ren, Jin Han, Feishi Wang, Jinxiu Liang, and Boxin Shi · 2024
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Eventsplat: 3d gaussian splatting from moving event cameras for real-time rendering
Toshiya Yura, Ashkan Mirzaei, and Igor Gilitschenski · 2024
Later among the works it cites.
Deblur e-nerf: Nerf from motion-blurred events under high-speed or low-light conditions
Weng Fei Low and Gim Hee Lee · 2025
Closest in time.
Uniinr: Event-guided unified rolling shutter correction, deblurring, and interpolation
Yunfan Lu, Guoqiang Liang, Yusheng Wang, Lin Wang, and Hui Xiong · 2025
Closest in time.
Timelens-xl: Real-time event-based video frame interpolation with large motion
Yongrui Ma, Shi Guo, Yutian Chen, Tianfan Xue, and Jinwei Gu · 2025
Closest in time.
Revisit event generation model: Self-supervised learning of event-to-video reconstruction with implicit neural representations
Zipeng Wang, Yunfan Lu, and Lin Wang · 2025
Closest in time.
Event-adapted video super-resolution
Zeyu Xiao, Dachun Kai, Yueyi Zhang, Zheng-Jun Zha, Xiaoyan Sun, and Zhiwei Xiong · 2025
Closest in time.