Web: http://arxiv.org/abs/2209.08417

Sept. 20, 2022, 1:12 a.m. | Tianya T. Zhang Ph.D., Peter J. Jin Ph.D., Han Zhou, Benedetto Piccoli, Ph.D

cs.CV updates on arXiv.org arxiv.org

Spatial-temporal Map (STMap)-based methods have shown great potential to
process high-angle videos for vehicle trajectory reconstruction, which can meet
the needs of various data-driven modeling and imitation learning applications.
In this paper, we developed Spatial-Temporal Deep Embedding (STDE) model that
imposes parity constraints at both pixel and instance levels to generate
instance-aware embeddings for vehicle stripe segmentation on STMap. At pixel
level, each pixel was encoded with its 8-neighbor pixels at different ranges,
and this encoding is subsequently used to …

arxiv embedding temporal video

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