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As an application, the proposed metric is further used for automatic parameter selection in image deblocking algorithms.
Issues for improvement include the data-driven, automatic parameter selection, and the convergence rate (can the same decomposition be achieved in fewer iterations?) Furthermore, we plan to explore and evaluate specialized compression approaches for cartoon, texture, and residual images.
Fiona builds over existing strategies to accurately correct errors, accounting for indels with automatic parameter selection.
The HiTEC algorithm introduced automatic parameter selection using coverage statistics (Ilie et al., 2011).
A simulated annealing (SA) algorithm (Kirkpatrick et al., 1983) can then be implemented for automatic parameter selection (Han and Shyu, 2010).
Except ECHO and HiTEC, which do automatic parameter selection similar to Fiona, no other correction method adapts parameters depending on the data.
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The Automatic Modal Parameter Selection feature was used to select poles, which correspond to the vibration modes, from the stabilisation diagram.
The automatic calibration method consists of parameter selection and determining boundary conditions, automatic simulation using Latin hypercube sampling, and selecting the energy models that meet the criteria for normalized mean biased error values.
Its aim was to develop a vision-based welding robot suitable for small- and medium-sized enterprises (SMEs) with automatic track calculation, welding parameter selection, and an embedded quality control system (Chen et al. 2007).
Tesla uses the empirically-determined optimal parameter values, since the parameter selection was not automatic but relies on user input.
Parameter selection.
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