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Multi-object tracking with discriminant correlation filter based deep learning tracker
Integr. Comput. Aided Eng., 2019In this paper, we extend the discriminant correlation filter (DCF) based deep learning tracker to multi-object tracking. For each object, we use an individual tracker to estimate the position.
Tao Yang +3 more
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A Filter Correlation Method for Feature Selection
2014 25th International Workshop on Database and Expert Systems Applications, 2014Biological data is undergoing exponential growth in volume and complexity. Often, the selection of biological features is a crucial step that aims to defy the curse of dimensionality to improve prediction performance in classification systems, facilitate viewing, understanding and analyzing data.
Hanen Hosni, Faouzi Mhamdi
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1998
As described in the previous chapter, the viability of a 64 Mbps all-digital spread-spectrum receiver hinges upon the development of a low-power matched filter correlator. In a more general light, next-generation digital communications systems will increasingly rely on digital signal processing, given the rapid advances in silicon CMOS scaling and ...
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As described in the previous chapter, the viability of a 64 Mbps all-digital spread-spectrum receiver hinges upon the development of a low-power matched filter correlator. In a more general light, next-generation digital communications systems will increasingly rely on digital signal processing, given the rapid advances in silicon CMOS scaling and ...
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Fingerprint Verification Using Correlation Filters
2003In this paper we investigate the use of correlation filters for fingerprint verification. Correlation filters have advantages such as their built-in shift invariance, closed form expressions, graceful degradation, and their ability to trade off discrimination for distortion tolerance.
Krithika Venkataramani +1 more
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Context and saliency aware correlation filter for visual tracking
Multimedia tools and applications, 2022Fasheng Wang +3 more
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Multiresolution correlator analysis and filter design
Applied Optics, 1996The concept of multiresolution optical correlators is formally introduced. A mathematical analysis is performed for a generalized multiresolution correlator that emphasizes the roles of both input and filter spatial light modulator resolutions. Conditions are derived for overlapping and nonoverlapping correlation orders.
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A robust spatial-temporal correlation filter tracker for efficient UAV visual tracking
Applied intelligence (Boston), 2022Lin Chen, Yung-Wha Liu
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Adaptive Multi-class Correlation Filters
2016Correlation filters have attracted growing attention due to their high efficiency, which have been well studied for binary classification. However, by setting the desired output to be a fixed Gaussian function, the conventional multi-class classification based on correlation filters becomes problematic due to the under-fitting in many real-world ...
Yang, Linlin +4 more
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Quantum algorithm for kernelized correlation filter
Science China Information Sciences, 2022Shang Gao, Shijie Pan, Yuguang Yang
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Incoherent diffraction correlator with a holographic filter
Applied Optics, 1979An incoherent optical method for spatial frequency filtering is considered, based on the principle of diffraction in spatial incoherent monochromatic light. Such a method is shown to be possible in an incoherent diffraction correlator with a holographic filter.
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