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Bit: bio-inspired tracker

Bit: bio-inspired tracker

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 Bit: bio-inspired tracker

Visual tracking is a challenging problem due to various fac-tors such as deformation, rotation and illumination. As is well known, given the superior tracking performance of human vi-sion, bio-inspired model is expected to improve the computer visual tracking. However, the design of bio-inspired tracking framework is challenging, due to the incomplete comprehen-sion and hyper-scale of senior neurons, which will influence the effectiveness and real-time performance of the tracker. According to the ventral stream in visual cortex, a novel bio-inspired tracker (BIT) is proposed, which simulates shallow neurons (S1 and C1) to extract low-level bio-inspired feature for target appearance and imitates senior learning mechanism (S2 and C2) to combine generative and discriminative model for position estimation. In addition, Fast Fourier Transform (FFT) is adopted for real-time learning and detection in this framework. On the recent benchmark[1], extensive experi-mental results show BIT performs favorably against state-of-the-art methods in terms of accuracy and robustness


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  • Model: PROJ7658
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

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This product was added to our catalog on Wednesday 09 August, 2017.