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- W2979592244 abstract "We present a novel algorithm utilizing a deep Siamese neural network as a general object similarity function in combination with a Bayesian optimization (BO) framework to encode spatio-temporal information for efficient object tracking in video. In particular, we treat the video tracking problem as a dynamic (i.e. temporally-evolving) optimization problem. Using Gaussian Process priors, we model a dynamic objective function representing the location of a tracked object in each frame. By exploiting temporal correlations, the proposed method queries the search space in a statistically principled and efficient way, offering several benefits over current state of the art video tracking methods." @default.
- W2979592244 created "2019-10-18" @default.
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- W2979592244 date "2019-10-10" @default.
- W2979592244 modified "2023-09-28" @default.
- W2979592244 title "Deep Siamese Networks with Bayesian Non-parametrics for Video Object Tracking" @default.
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- W2979592244 doi "https://doi.org/10.1007/978-3-030-32523-7_71" @default.
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