Results 271 to 280 of about 1,505,743 (327)

Neuromorphic Downsampling of Event-Based Camera Output

Neuro-Inspired Computational Elements Conference, 2023
In this work, we address the problem of training a neuromorphic agent to work on data from event-based cameras. Although event-based camera data is much sparser than standard video frames, the sheer number of events can make the observation space too ...
Charles P. Rizzo, C. Schuman, J. Plank
semanticscholar   +2 more sources

High-speed event-based camera tracking [PDF]

open access: possibleProceedings of the British Machine Vision Conference 2020, 2020
Event cameras are bioinspired sensors with reaction times in the order of microseconds. This property makes them appealing for use in highly-dynamic computer vision applications.
William Chamorro   +2 more
semanticscholar   +2 more sources

A 6-DOFs event-based camera relocalization system by CNN-LSTM and image denoising

Expert Systems With Applications, 2021
At present, in the research of simultaneous localization and mapping systems, many traditional relocalization methods have been replaced by camera relocalization techniques based on convolutional neural network (CNN) and long and short-term memory (LSTM).
Lei Yu, Shumin Fei
exaly   +2 more sources

Event-Based Camera Simulation Wrapper for Arcade Learning Environment

Proceedings of the International Conference on Neuromorphic Systems 2022, 2022
Event-based cameras are cameras with high dynamic range that measure changes in light intensity at each pixel instead of capturing frames like traditional cameras. There are several event-based camera simulation software libraries that can convert videos
Charles P. Rizzo, C. Schuman, J. Plank
semanticscholar   +2 more sources

Intelligent Machinery Fault Diagnosis With Event-Based Camera

IEEE Transactions on Industrial Informatics
Event-based cameras are the emerging bioinspired technology in vision sensing. Different from the traditional standard cameras, the event-based cameras asynchronously record the brightness change per pixel, and have the great merits of high temporal ...
Xiang Li   +4 more
semanticscholar   +2 more sources

Human identification by gait from event-based camera

2019 16th International Conference on Machine Vision Applications (MVA), 2019
Gait recognition is a computer vision problem complementing other identification problems such as face or iris recognition. Unlike other identifiers, gait is based on the motion of body points and thus it can be captured by Dynamic Vision Sensor (DVS ...
A. Sokolova, A. Konushin
semanticscholar   +2 more sources

Calibration of Event-based Camera and 3D LiDAR

2018 WRC Symposium on Advanced Robotics and Automation (WRC SARA), 2018
Calibration is an important step before fusing the data of multi-sensors together. The methods which had been proposed to calibrate a regular camera and 3D LiDAR cannot be used to calibrate the event-based camera and 3D LiDAR.
Rihui Song   +4 more
semanticscholar   +2 more sources

Home - About - Disclaimer - Privacy