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Dataset with RGB frames #4

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laura-wang opened this issue Jun 15, 2021 · 1 comment
Open

Dataset with RGB frames #4

laura-wang opened this issue Jun 15, 2021 · 1 comment

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@laura-wang
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Hi Okan,

Interesting work!
I am quite curious about the reason why you only collect the depth and infrared frames.
I believe that RGB frame is more widely used in general action recognition task. Could you please illustarte more?

@okankop
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okankop commented Jun 15, 2021

Hi @laura-wang, I am happy that you find our project interesting!

For automotive applications, RGB modality becomes useless at night due to dimished or even no illumination. On the other hand, infrared and depth modality is robust to illumination changes, which is why they are preferred over RGB modality at many automotive applications. This was the main motivation to use infrared and depth modalities in our study.

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