2) We propose an effective animation interpolation framework named Ani- meInterp with two dedicated modules to resolve the "lack of textures" and "non-linear and extremely large motion" challenges. Extensive experiments demonstrate that Ani- meInterp outperforms existing state-of-the-art methods ...
It has been successfully applied for many real-world problems, such as systems con- trol, fault diagnosis and computer vision, as an effective tool to address the issues of imprecision and vagueness in mod- elling and reasoning. In particular, fuzzy expert systems have been developed using the...
a deformable ConvLSTM and a high-resolution frame reconstructor. The network utilizes deformable feature interpolation for temporal context and a ConvLSTM for time-aligned aggregation. This facilitates effective motion handling and global context leverage. For an in-depth understanding, refer to the origin...
Delta tortuosity,Δτ(panel a), and delta effective diffusivity,ΔDeff(panelb), were evaluated for each test case (one, three, and seven replaced frames) forrife hd, and for one replaced frame for thedaininterpolation. The metrics are evaluated for each frame against the ground truth and av...
The pD is expressed as both its absolute value and the % of that which could expected if all new parameters included in the model were effective. The R2 is the plot of posterior predictions, i.e. the Predicted vs. Observed and the gradient of the the posterior predictions plot. FactorspD...
This is similar, in practice, to increasing the size of the effective learning rate ρ when the current solution hn is in a flat region of the cost function during the minimization. The momentum term also smoothes out potential oscillations occurring when the optimization goes from one side of...
(c) some important parameters of the BPNN, such as the number of network layers, the number of neurons, and the nonlinear activation function, have great influence on the computational results. These parameters need to be set according to the specific issue, and very few effective information ...
Only for system 6 in our results (GE), linear interpolation increased the error and the clearly more effective 2nd order interpolation was applied in the final cardiac output results. A similar GE system 5 in our results showed also a slightly smaller RMS error by 3rd order interpolation, but...
Van, X.H.: Statistical search range adaptation solution for effective frame rate up-conversion. IET Image Proc. 12, 113–120 (2018) Google Scholar Koren, M., Menda, K., Sharma, A.: Frame interpolation using generative adversarial networks. (2017) Hu, Z., Ma, Y., Ma, L.: Multi-...
Daly, C.: Variable influence of terrain on precipitation patterns: De- lineation and Use of Effective Terrain Height in PRISM, Ore- gon State University, Corvallis, available at: http://www.prism. oregonstate.edu/pub/prism/docs/effectiveterrain-daly.pdf, 2002. Deutsch, C. V. and Journel,...