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The human visual characteristics of JND were employed to analyze the content of video for the purpose of improving computational complexity in [18].
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It is shown that the proposed technique returns even better beamformers compared to its continuous counterparts with significantly improved computational complexity in comparison to brute force approach.
This block update of tap weight vector greatly improves computational complexity and convergence rate.
A link weight pruning approach might also help improve computational complexity.
This automated arrangement of perforation holes will further improve the computational complexity and design accuracy of the complex design of perforated MEMS switch.
The incorporation of the object shape model is shown to improve the computational complexity and accuracy of the face tracking algorithm and also enhance its robustness to occlusion, noise and scene clutter.
In our implementation, we extend the approach to do the multi-class classification and use K-means clustering instead of mean-shift clustering to improve the computational complexity.
To increase the object counts supported and to improve the computational complexity, we propose a hybrid solution that combines these microarchitectures with a spatial-partitioning stage on a CPU or GPU.
Although it does not improve on computational complexity or performance with respect to the second-order cone programming obviously, it could lay the foundation for the following robust design method.
To facilitate drawing of networks with several thousands of nodes, we improved the computational complexity of the multilevel approach through the use of efficient M-tree database structures.
This recursive algorithm does not only overcome the problem of "explosion of complexity" to improve computational efficiency, but also suppresses the high-frequency noise arising from time derivatives of states and virtual controls.
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