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Yin Bi

3 accepted papers

2020

Challenges and Perspectives in Neuromorphic-based Visual IoT Systems and Networks

ICASSP 2020accepted

Neuromorphic sensors, a.k.a. dynamic vision sensors (DVS) or silicon retinas, do not capture full images (frames) at a fixed rate, but asynchronously capture spikes indicating changes of brightness in the scene, following the principles of biological vision and perception in mammals. DVS sensing and…

Cited by 0SourceScholar
2019

Graph-Based Object Classification for Neuromorphic Vision Sensing

ICCV 2019poster

Neuromorphic vision sensing (NVS) devices represent visual information as sequences of asynchronous discrete events (a.k.a., "spikes'") in response to changes in scene reflectance. Unlike conventional active pixel sensing (APS), NVS allows for significantly higher event sampling rates at substantial…

Cited by 210PDFcodeScholar
2019

Neuromorphic Vision Sensing for CNN-based Action Recognition

ICASSP 2019accepted

Neuromorphic vision sensing (NVS) hardware is now gaining traction as a low-power/high-speed visual sensing technology that circumvents the limitations of conventional active pixel sensing (APS) cameras. While object detection and tracking models have been investigated in conjunction with NVS, there…

Cited by 0SourceScholar