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Event-based cameras have shown great promise in a variety of situations where frame based cameras suffer, such as high speed motions and high dynamic range scenes.
An iterative image registration technique with an application to stereo vision
Bruce D Lucas, Takeo Kanade, et al · 1981
Earlier work this paper cites.
Asynchronous frameless event-based optical flow
Ryad Benosman, Sio-Hoi Ieng, Charles Clercq, Chiara Bartolozzi, and Mandyam Srinivasan · 2012
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Contour motion estimation for asynchronous event-driven cameras
Francisco Barranco, Cornelia Fermüller, and Yiannis Aloimonos · 2014
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Event-based visual flow
Ryad Benosman, Charles Clercq, Xavier Lagorce, Sio-Hoi Ieng, and Chiara Bartolozzi · 2014
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A 240 × \times 180 130 db 3 μ \mu s latency global shutter spatiotemporal vision sensor
Christian Brandli, Raphael Berner, Minhao Yang, Shih-Chii Liu, and Tobi Delbruck · 2014
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Real-time object recognition and orientation estimation using an event-based camera and CNN
Rohan Ghosh, Abhishek Mishra, Garrick Orchard, and Nitish V Thakor · 2014
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Bioinspired visual motion estimation
Garrick Orchard and Ralph Etienne-Cummings · 2014
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A quantitative analysis of current practices in optical flow estimation and the principles behind them
Deqing Sun, Stefan Roth, and Michael J Black · 2014
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On event-based optical flow detection
Tobias Brosch, Stephan Tschechne, and Heiko Neumann · 2015
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Converting static image datasets to spiking neuromorphic datasets using saccades
Garrick Orchard, Ajinkya Jayawant, Gregory K Cohen, and Nitish Thakor · 2015
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U-Net: Convolutional networks for biomedical image segmentation
Olaf Ronneberger, Philipp Fischer, and Thomas Brox · 2015
Cited alongside, same era.
Simultaneous optical flow and intensity estimation from an event camera
Patrick Bardow, Andrew J Davison, and Stefan Leutenegger · 2016
Cited alongside, same era.
A dataset for visual navigation with neuromorphic methods
Francisco Barranco, Cornelia Fermuller, Yiannis Aloimonos, and Tobi Delbruck · 2016
Cited alongside, same era.
DVS benchmark datasets for object tracking, action recognition, and object recognition
Yuhuang Hu, Hongjie Liu, Michael Pfeiffer, and Tobi Delbruck · 2016
Cited alongside, same era.
Steering a predator robot using a mixed frame/event-driven convolutional neural network
Diederik Paul Moeys, Federico Corradi, Emmett Kerr, Philip Vance, Gautham Das, Daniel Neil, Dermot Kerr, and Tobi Delbrück · 2016
Cited alongside, same era.
DDD17: End-To-End DAVIS Driving Dataset
Jonathan Binas, Daniel Neil, Shih-Chii Liu, and Tobi Delbrück · 2017
Later among the works it cites.
HOTS: a hierarchy of event-based time-surfaces for pattern recognition
Xavier Lagorce, Garrick Orchard, Francesco Galluppi, Bertram E Shi, and Ryad B Benosman · 2017
Later among the works it cites.
Semi-supervised learning for optical flow with generative adversarial networks
Wei-Sheng Lai, Jia-Bin Huang, and Ming-Hsuan Yang · 2017
Later among the works it cites.
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
Simon Meister, Junhwa Hur, and Stefan Roth · 2017
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Elias Mueggler, Henri Rebecq, Guillermo Gallego, Tobi Delbruck, and Davide Scaramuzza · 2017
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Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
Cited alongside, same era.
Performance improvement of deep learning based gesture recognition using spatiotemporal demosaicing technique
Paul KJ Park, Baek Hwan Cho, Jin Man Park, Kyoobin Lee, Ha Young Kim, Hyo Ah Kang, Hyun Goo Lee, Jooyeon Woo, Yohan Roh, Won Jo Lee, et al · 2016
Cited alongside, same era.
Evaluation of event-based algorithms for optical flow with ground-truth from inertial measurement sensor
Bodo Rueckauer and Tobi Delbruck · 2016
Cited alongside, same era.
Back to basics: Unsupervised learning of optical flow via brightness constancy and motion smoothness
Jason J Yu, Adam W Harley, and Konstantinos G Derpanis · 2016
Cited alongside, same era.
A Low Power, Fully Event-Based Gesture Recognition System
Arnon Amir, Brian Taba, David Berg, Timothy Melano, Jeffrey McKinstry, Carmelo Di Nolfo, Tapan Nayak, Alexander Andreopoulos, Guillaume Garreau, Marcela Mendoza, et al · 2017
Cited alongside, same era.
Yi Zhu, Zhenzhong Lan, Shawn Newsam, and Alexander G Hauptmann
Cited in the paper.
Later among the works it cites.
Real-Time Pose Estimation for Event Cameras with Stacked Spatial LSTM Networks
Anh Nguyen, Thanh-Toan Do, Darwin G Caldwell, and Nikos G Tsagarakis · 2017
Later among the works it cites.
Unsupervised Deep Learning for Optical Flow Estimation
Zhe Ren, Junchi Yan, Bingbing Ni, Bin Liu, Xiaokang Yang, and Hongyuan Zha · 2017
Later among the works it cites.
Event-based feature tracking with probabilistic data association
Alex Zihao Zhu, Nikolay Atanasov, and Kostas Daniilidis · 2017
Later among the works it cites.
Abmof: A novel optical flow algorithm for dynamic vision sensors
Min Liu and Tobi Delbruck · 2018
Closest in time.
The multivehicle stereo event camera dataset: An event camera dataset for 3d perception
Alex Zihao Zhu, Dinesh Thakur, Tolga Özaslan, Bernd Pfrommer, Vijay Kumar, and Kostas Daniilidis · 2018
Closest in time.