Results 1 to 10 of about 163 (98)

Hand-Gesture Recognition Based on EMG and Event-Based Camera Sensor Fusion: A Benchmark in Neuromorphic Computing

open access: yesFrontiers in Neuroscience, 2020
Hand gestures are a form of non-verbal communication used by individuals in conjunction with speech to communicate. Nowadays, with the increasing use of technology, hand-gesture recognition is considered to be an important aspect of Human-Machine ...
Enea Ceolini   +7 more
doaj   +3 more sources

NeuroPong: the event-based camera driven embedded neuromorphic system

open access: yesNeuromorphic Computing and Engineering
Neuromorphic computing is a novel style of computing that features low-power spiking neural networks (SNNs) as the main compute components. It is an event-driven computational paradigm that naturally pairs with event-based cameras and their asynchronous ...
Charles P Rizzo   +9 more
doaj   +2 more sources

Neuromorphic Driver Monitoring Systems: A Proof-of-Concept for Yawn Detection and Seatbelt State Detection Using an Event Camera

open access: yesIEEE Access, 2023
Driver monitoring systems (DMS) are a key component of vehicular safety and essential for the transition from semi-autonomous to fully autonomous driving.
Paul Kielty   +5 more
doaj   +3 more sources

Application of Event Cameras and Neuromorphic Computing to VSLAM: A Survey

open access: yesBiomimetics
Simultaneous Localization and Mapping (SLAM) is a crucial function for most autonomous systems, allowing them to both navigate through and create maps of unfamiliar surroundings.
Sangay Tenzin   +2 more
doaj   +4 more sources

Towards a Laser Warning System in the Visible Spectrum using a Neuromorphic Camera

open access: yesProceedings of the International Conference on Neuromorphic Systems 2022, 2022
We present an assessment of the use of a neuromorphic camera in a Laser Warning Systems (LWS). The tested configuration is composed of a fisheye lens mounted onto a neuromorphic camera, yielding hemispherical coverage. We show that the tested configuration can identify the angle of incidence of a laser beam to typically within 0.05°.
Antony Orth   +2 more
exaly   +3 more sources

Event Encryption for Neuromorphic Vision Sensors: Framework, Algorithm, and Evaluation

open access: yesSensors, 2021
Nowadays, our lives have benefited from various vision-based applications, such as video surveillance, human identification and aided driving. Unauthorized access to the vision-related data greatly threatens users’ privacy, and many encryption schemes ...
Bowen Du   +6 more
doaj   +3 more sources

Non-invasive vital parameter detection using neuromorphic cameras

open access: yesCurrent Directions in Biomedical Engineering
The non-invasive detection of vital parameters is gaining significance in the medical field through the use of various established and novel camera technologies and the use of artificial intelligence for data processing.
Huhs Niklas   +4 more
doaj   +3 more sources

Neuromorphic Camera Denoising Using Graph Neural Network-Driven Transformers

open access: yesIEEE Transactions on Neural Networks and Learning Systems
Neuromorphic vision is a bio-inspired technology that has triggered a paradigm shift in the computer-vision community and is serving as a key-enabler for a multitude of applications. This technology has offered significant advantages including reduced power consumption, reduced processing needs, and communication speed-ups.
Lakmal Seneviratne   +2 more
exaly   +4 more sources

Optimization of Event Camera Bias Settings for a Neuromorphic Driver Monitoring System

open access: yesIEEE Access
Event cameras provide a novel imaging technology for high-speed analysis of localized facial motions such as eye gaze, eye-blink and micro-expressions by taking input at the level of an individual pixel.
Mehdi Sefidgar Dilmaghani   +4 more
doaj   +2 more sources

Measuring diameters and velocities of artificial raindrops with a neuromorphic event camera [PDF]

open access: yesAtmospheric Measurement Techniques
Hydrometers that measure size and velocity distributions of precipitation are needed for research and corrections of rainfall estimates from weather radars and microwave links.
K. Micev   +4 more
doaj   +4 more sources

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