EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras
4:02
YouTubePRGUMD
EV-IMO: Motion Segmentation Dataset and Learning Pipeline for Event Cameras
We present the first event-based learning approach for motion segmentation in indoor scenes and the first event-based dataset - EV-IMO - which includes accurate pixel-wise motion masks, egomotion, and ground truth depth. We train and evaluate our learning pipeline on EV-IMO and demonstrate that our approach far surpasses its rivals and is well ...
814 viewsMar 24, 2019
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