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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.

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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

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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
Homepage https://openreview.net/forum? id=Sy6ZOStz5v