LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow

About LayeredFlow

We introduce LayeredFlow, a real world benchmark containing multi-layer ground truth annotation for optical flow of non-Lambertian objects, with 150k high quality optical flow and stereo pairs taken over 185 indoor and outdoor scenes and 360 unique objects.

Publication

LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-Layer Optical Flow

Hongyu Wen, Erich Liang, Jia Deng

European Conference on Computer Vision (ECCV), 2024

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Acknowledgements

This work was partially supported by the National Science Foundation. Erich Liang was supported by NSF GRFP (2146752). We additionally thank support from and helpful discussions with friends and colleagues at Princeton University. We extend our special thanks to Professor Yibin Kang and his students for their assistance with data collection in the molecular biology laboratory.