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Published 20 hours ago • verified publisher icon okankop

Dataset with RGB frames

Open laura-wang opened this issue 3 years ago • 1 comments

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?

laura-wang avatar Jun 15 '21 02:06 laura-wang

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.

okankop avatar Jun 15 '21 11:06 okankop