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README.md

Event-based Vision Resources

Table of Contents:



Survey paper

  • Gallego, G., Delbruck, T., Orchard, G., Bartolozzi, C., Taba, B., Censi, A., Leutenegger, S., Davison, A., Conradt, J., Daniilidis, K., Scaramuzza, D.,
    Event-based Vision: A Survey,
    IEEE Trans. Pattern Anal. Machine Intell. (TPAMI), 2020.

Devices & Companies Manufacturing them

Companies working on Event-based Vision

Neuromorphic Systems

Review / Overview papers

Sensor designs, Bio-inspiration

Algorithms, Applications

Algorithms

Feature Detection and Tracking

Corner Detection and Tracking

Particle Detection and Tracking

Eye tracking

Optical Flow Estimation

Scene Flow Estimation

Reconstruction of Visual Information

Intensity-Image Reconstruction from events

Video Synthesis

Super-resolution

Joint/guided filtering

Tone Mapping

Visual Stabilization

Depth Estimation (3D Reconstruction)

Monocular Depth Estimation

Monocular Depth Estimation using Structured Light

Stereo Depth Estimation

Stereo Depth Estimation using Structured Light

Stereoscopic Panoramic Imaging

SLAM (Simultaneous Localization And Mapping)

Localization, Ego-Motion Estimation

Visual Servoing

Mapping

Visual Odometry / SLAM

Monocular

Stereo

Visual-Inertial Odometry

Segmentation

Object Segmentation

Motion Segmentation

Pattern Recognition

Object Recognition

Gesture Recognition

Representation / Feature Extraction

Regression Tasks

Learning Methods / Frameworks

Signal Processing

Event Denoising

Compression



Control

Space Applications

Tactile Sensing Applications



Datasets and Simulators (sorted by topic)

Emulators and Simulators

Datasets (sorted by topic)

  • Datasets from the Sensors group at INI (Institute of Neuroinformatics), Zurich:
    • DVS09 - DVS128 Dynamic Vision Sensor Silicon Retina
    • DVSFLOW16 - DVS/DAVIS Optical Flow Dataset
    • DVSACT16 - DVS Datasets for Object Tracking, Action Recognition and Object Recognition
    • PRED18 - VISUALISE Predator/Prey Dataset
    • DDD17 - DAVIS Driving Dataset 2017
    • ROSHAMBO17 - RoShamBo Rock Scissors Paper game DVS dataset
    • DHP19 - DAVIS Human Pose Estimation and Action Recognition
    • DDD20 - End-to-End Event Camera Driving Dataset

Optical Flow

Intensity-Image Reconstruction from events

Visual Odometry and SLAM

Segmentation

Recognition

Event Denoising

Space Situational Awareness



Software

Drivers

Calibration

Algorithms

Utilities



Neuromorphic Processors and Platforms



Workshops



Theses and Dissertations

Dissertations

Master's (and Bachelor's) Theses



People / Organizations



Press EETimes



Contributing

Please see CONTRIBUTING for details.


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