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Jul 11, 2023 · Abstract:Optical flow estimation is a fundamental task in the field of autonomous driving. Event cameras are capable of responding to ...
The official implementation code repository for EVA-Flow: Towards Anytime Optical Flow Estimation with Event Cameras. @misc{ye2023anytime, title={Towards ...
Based on the inconsistency check, we propose a self-discovered mask to handle the moving and occluded objects. Experiments show that the proposed method is ...
Jul 11, 2023 · Event cameras are capable of responding to log-brightness changes in microseconds. Its characteristic of producing responses only to the ...
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[PDF] Single Image Optical Flow Estimation With an Event Camera
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In this paper, we propose a single image (potentially blurred) and events based op- tical flow estimation approach. First, we demonstrate how events can be used ...
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Towards Anytime Optical Flow Estimation with Event Cameras. yaozhuwa/eva-flow • 11 Jul 2023. We then propose EVA-Flow, an EVent-based Anytime Flow estimation ...
The corresponding grayscale images captured from the same camera at the same time as the events are then used as a supervisory signal to provide a loss function ...
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Compared to frame-based cameras, event cameras capture asynchronous brightness changes in continuous time, offering high dynamic range measurements with minimal ...
A 3D encoding representation for the event data that can better preserve the temporal distribution of the events compared to the 2D-encoding representation ...
To implement a real- time pipeline with a physical event camera, we propose a methodology for principled model simplification based on activity and latency ...