The research proposes an innovated structure of the density map-based crowd counting network augmented by information entropy. comprises a front-end to extract features and back-end generate maps. In order validate assumption that entropy can boost accuracy map generation, multi-scale extraction process is imported into along with fine-tuned convolutional feature process, network, extracted are...

A neural network used for structural topology optimization is designed and built in this paper. In the proposed method, density-based SIMP method first applied to obtain data of three different mechanisms with specified design conditions. Image processing screening methods are raw material learning training process. Then, a according funnel-shaped structure, whose tasks optimize purpose outputt...

To estimate the Cation Exchange Capacity (CEC), indirect manner used of Pedotransfer Functions (PTFs). CEC is one of the important soil fertility factors, and not measured directly because it is costly and time consuming. Thus, used from regression equations between easily and non-easily soil properties. The purpose of this research, is develop the PTFs for CEC, with use of easily available soi...