Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion

Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion

19 December 2018

Kostas Daniilidis

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Papers citing "Unsupervised Event-based Learning of Optical Flow, Depth, and Egomotion"

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Title
Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks Chankyu Lee Adarsh Kosta A. Z. Zhu Kenneth Chaney Kostas Daniilidis Kaushik Roy 162 168 0 14 Mar 2020
FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation Hanchao Yu Shanhui Sun Haichao Yu Xiao Chen Humphrey Shi Thomas Huang Terrence Chen 113 45 0 10 Mar 2020
Learning to Deblur and Generate High Frame Rate Video with an Event Camera Haoyu Chen Minggui Teng Boxin Shi Wang YIzhou Huang Tiejun 62 41 0 02 Mar 2020
Globally Optimal Contrast Maximisation for Event-based Motion Estimation Daqi Liu Álvaro Parra Bustos Tat-Jun Chin 79 50 0 25 Feb 2020
End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking Haosheng chen David Suter Qiangqiang Wu Hanzi Wang 66 48 0 14 Feb 2020
A Differentiable Recurrent Surface for Asynchronous Event-Based Data Marco Cannici Marco Ciccone Andrea Romanoni Matteo Matteucci 95 27 0 10 Jan 2020
Exploiting Event Cameras for Spatio-Temporal Prediction of Fast-Changing Trajectories Marco Monforte A. Arriandiaga Arren J. Glover Chiara Bartolozzi 48 11 0 05 Jan 2020
Video to Events: Recycling Video Datasets for Event Cameras Daniel Gehrig Mathias Gehrig Javier Hidalgo-Carrió Davide Scaramuzza 112 213 0 06 Dec 2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras A. Z. Zhu ZiYun Wang Kaung Khant Kostas Daniilidis GAN 67 46 0 03 Dec 2019
Motion Equivariance OF Event-based Camera Data with the Temporal Normalization Transform ZiYun Wang 41 0 0 28 Nov 2019
EvAn: Neuromorphic Event-based Anomaly Detection Lakshmi Annamalai Anirban Chakraborty Chetan Singh Thakur 47 3 0 21 Nov 2019
EVDodgeNet: Deep Dynamic Obstacle Dodging with Event Cameras N. Sanket Chethan Parameshwara Chahat Deep Singh Ashwin V. Kuruttukulam Cornelia Fermuller Davide Scaramuzza Yiannis Aloimonos 101 96 0 07 Jun 2019
Event-based Vision: A Survey Guillermo Gallego T. Delbruck Garrick Orchard Chiara Bartolozzi B. Taba ... Stefan Leutenegger Andrew J. Davison Jorg Conradt Kostas Daniilidis Davide Scaramuzza 98 1,825 0 17 Apr 2019
End-to-End Learning of Representations for Asynchronous Event-Based Data Daniel Gehrig Antonio Loquercio Konstantinos G. Derpanis Davide Scaramuzza DRL AI4TS 133 338 0 17 Apr 2019
Focus Is All You Need: Loss Functions For Event-based Vision Guillermo Gallego Mathias Gehrig Davide Scaramuzza 83 138 0 15 Apr 2019
Event-Based Motion Segmentation by Motion Compensation Timo Stoffregen Guillermo Gallego Tom Drummond L. Kleeman Davide Scaramuzza 124 152 0 02 Apr 2019
Motion Equivariant Networks for Event Cameras with the Temporal Normalization Transform A. Z. Zhu Ziyun Wang Kostas Daniilidis ViT 3DPC 52 7 0 18 Feb 2019
Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Chengxi Ye A. Mitrokhin Cornelia Fermuller J. Yorke Yiannis Aloimonos MDE 59 37 0 23 Sep 2018
Photorealistic Image Reconstruction from Hybrid Intensity and Event based Sensor Prasan A. Shedligeri Kaushik Mitra 102 32 0 16 May 2018