概述
事件相机 Event Camera 论文汇总(总是在持续更新中的汇总)
目录
Survey
ECCV
2020 ECCV
2018 ECCV
CVPR
2020 CVPR
2019 CVPR
2018 CVPR
2017 CVPR
ICCV
2019 ICCV
2017 ICCV
WACV
2020 WACV
AAAI
2020 AAAI
ICME
2019 ICME
Survey
Event-based vision: A survey
Event-based media processing and analysis: A survey of the literature
ECCV
2020 ECCV
Reducing the Sim-to-Real Gap for EventCameras
Spike-FlowNet: Event-based Optical FlowEstimation with Energy-Efficient Hybrid NeuralNetworks
Entropy Minimisation Framework forEvent-based Vision Model Estimation
Jointly learning visual motion and confidencefrom local patches in event cameras
Event-based AsynchronousSparse Convolutional Networks
Learning Event-Driven Video Deblurringand Interpolation
Event Enhanced High-Quality Image Recovery
Learning to See in the Dark with Events
A Differentiable Recurrent Surface forAsynchronous Event-Based Data
Globally-Optimal Event CameraMotion Estimation
2018 ECCV
Realtime Time Synchronized Event-based Stereo
Semi-Dense 3D Reconstruction witha Stereo Event Camera
Asynchronous, Photometric Feature Trackingusing Events and Frames
CVPR
2020 CVPR
Video to Events: Recycling Video Datasets for Event Cameras
[pdf] [supp]
Learning Visual Motion Segmentation Using Event Surfaces
[pdf] [supp]
Single Image Optical Flow Estimation With an Event Camera
[pdf] [arXiv]
EventCap: Monocular 3D Capture of High-Speed Human Motions Using an Event Camera
[pdf] [supp] [arXiv] [video]
Learning Event-Based Motion Deblurring
[pdf] [arXiv]
Globally Optimal Contrast Maximisation for Event-Based Motion Estimation
[pdf] [supp] [arXiv]
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras
[pdf] [supp] [arXiv] [video] [dataset]
2019 CVPR
Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion
[pdf]
A Perceptual Prediction Framework for Self Supervised Event Segmentation
[pdf]
Events-To-Video: Bringing Modern Computer Vision to Event Cameras
[pdf] [supp]
EventNet: Asynchronous Recursive Event Processing
[pdf] [supp]
EV-Gait: Event-Based Robust Gait Recognition Using Dynamic Vision Sensors
[pdf]
Bringing a Blurry Frame Alive at High Frame-Rate With an Event Camera
[pdf] [video]
Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video
[pdf]
Event-Based High Dynamic Range Image and Very High Frame Rate Video Generation Using Conditional Generative Adversarial Networks
[pdf]
Speed Invariant Time Surface for Learning to Detect Corner Points With Event-Based Cameras
[pdf] [supp]
Focus Is All You Need: Loss Functions for Event-Based Vision
[pdf] [supp]
Event Cameras, Contrast Maximization and Reward Functions: An Analysis
[pdf] [supp]
2018 CVPR
HATS: Histograms of Averaged Time Surfaces for Robust Event-Based Object Classification
[pdf] [supp] [arXiv]
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation
[pdf] [supp] [arXiv] [video]
Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars
[pdf] [supp] [arXiv]
A Low Power, High Throughput, Fully Event-Based Stereo System
[pdf] [supp] [video]
2017 CVPR
Event-Based Visual Inertial Odometry
[pdf] [supp] [poster]
A Low Power, Fully Event-Based Gesture Recognition System
[pdf]
ICCV
2019 ICCV
Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo
[pdf] [supp] [video]
End-to-End Learning of Representations for Asynchronous Event-Based Data
[pdf] [supp]
Event-Based Motion Segmentation by Motion Compensation
[pdf] [supp]
2017 ICCV
Complex Event Detection by Identifying Reliable Shots From Untrimmed Videos
[pdf]
Leveraging Weak Semantic Relevance for Complex Video Event Classification
[pdf]
WACV
2020 WACV
Fast Image Reconstruction with an Event Camera
Robust Feature Tracking in DVS Event Stream using Bezier Mapping
QR-code Reconstruction from Event Data via Optimization in Code Subspace
Event-based Star Tracking via Multiresolution Progressive Hough Transforms
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases
AAAI
2020 AAAI
End-to-end Learning of Object Motion Estimation from Retinal Events for Event-based Object Tracking
ICME
2019 ICME
Event-Based Vision Enhanced: A Joint Detection Framework in Autonomous Driving
arXiv
2019
EventGAN: Leveraging Large Scale Image Datasets for Event Cameras [github]
Journal
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras Robotics: Science and Systems 2018.
Dataset
ESIM Dataset
MVSEC Dataset
CED: Color Event Camera Dataset
UZH-FPV Drone Racing Dataset
DDD20 Dataset:project(需要 Google);code;Document (需要 Google)
最后
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