About

Benchmarks

No evaluation results yet. Help compare methods by submit evaluation metrics.

Datasets

Greatest papers with code

Event-based Vision: A Survey

17 Apr 2019uzh-rpg/event-based_vision_resources

Event cameras offer attractive properties compared to traditional cameras: high temporal resolution (in the order of microseconds), very high dynamic range (140 dB vs. 60 dB), low power consumption, and high pixel bandwidth (on the order of kHz) resulting in reduced motion blur.

EVENT-BASED VISION

Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception

28 Jul 2018tudelft/cuSNN

Convolutional layers with input synapses characterized by single and multiple transmission delays are employed for feature and local motion perception, respectively; while global motion selectivity emerges in a final fully-connected layer.

EVENT-BASED VISION OPTICAL FLOW ESTIMATION

Event-based Camera Pose Tracking using a Generative Event Model

7 Oct 2015uzh-rpg/rpg_image_reconstruction_from_events

Event-based vision sensors mimic the operation of biological retina and they represent a major paradigm shift from traditional cameras.

CAMERA LOCALIZATION EVENT-BASED VISION POSE TRACKING

Event Cameras, Contrast Maximization and Reward Functions: An Analysis

CVPR 2019 TimoStoff/events_contrast_maximization

The versatility of this approach has lead to a flurry of research in recent years, but no in-depth study of the reward chosen during optimization has yet been made.

EVENT-BASED VISION OPTICAL FLOW ESTIMATION SEMANTIC SEGMENTATION