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A Simple Video Segmenter by Tracking Objects Along Axial Trajectories

Video segmentation requires consistently segmenting and tracking objects over time. Due to the quadratic dependency on input size, directly applying self-attention to video segmentation with high-resolution input features poses significant challenges, often leading to insufficient GPU memory capacity.

Data and Resources

Cite this as

Ju He, Qihang Yu, Inkyu Shin, Xueqing Deng, Alan Yuille, Xiaohui Shen, Liang-Chieh Chen (2024). Dataset: A Simple Video Segmenter by Tracking Objects Along Axial Trajectories. https://doi.org/10.57702/me5lb5wy

DOI retrieved: December 3, 2024

Additional Info

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Created December 3, 2024
Last update December 3, 2024
Author Ju He
More Authors
Qihang Yu
Inkyu Shin
Xueqing Deng
Alan Yuille
Xiaohui Shen
Liang-Chieh Chen
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