Light Interference Event Dataset

Citation Author(s):
Chenyang
Shi
Yuzhen
Li
Ningfang
Song
Boyi
Wei
Yibo
Zhang
Wenzhuo
Li
Jing
Jin
Submitted by:
Jing Jin
Last updated:
Mon, 12/04/2023 - 07:18
DOI:
10.21227/4bkv-br07
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Abstract 

This dataset, referred to as LIED (Light Interference Event Dataset), is showcased in the article titled 'Identifying Light Interference in Event-Based Vision'. We proposed the LIED, it has three categories of light interference, including strobe light sources, non-strobe light sources and scattered or reflected light. Moreover, to make the datasets contain more realistic scenarios, the datasets include the dynamic objects and the situation of camera static and the camera moving. LIED was recorded by the DAVIS346 sensor. It provides both frame and events with the resolution of 346 * 260. All the sequences were collected indoors or outdoors, and the DAVIS346 was either fixed or hand-held. The fix setup represents the static scene and the hand-held setup is for the dynamic scene, which includes a variety of non-rigid camera motions.