Domain Adaptation

From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras featured image
Event Camera

From Sharp to Blur: Unsupervised Domain Adaptation for 2D Human Pose Estimation Under Extreme Motion Blur Using Event Cameras

An unsupervised domain adaptation framework for 2D human pose estimation under extreme motion blur, leveraging event cameras and event-based augmentation without target-domain …

Youngho Kim*
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Event Camera

Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation

Unpaired day-to-night event translation for robust nighttime event-based perception.

Yuhwan Jeong*
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Event Camera

TTA-EVF: Test-Time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation

Test-time adaptation framework for event-based video frame interpolation using reliable pixel and sample estimation.

Hoonhee Cho
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