Abstract Background Analyzing gene expression data rigorously requires taking assumptions into consideration but also relies on using information about network relations that exist among genes. Combining these different elements cannot only improve statistical power, provide a better framework through which can be properly analyzed. Material and methods We propose novel model combines the analy...

The emotional changes in facial micro-expressions are combinations of action units. researchers have revealed that units can be used as additional auxiliary data to improve micro-expression recognition. Most the attempt fuse image features and unit information. However, these works ignore impact on feature extraction process. Therefore, this paper proposes a local detail enhancement model based...

A micro-expression is a subtle, local and brief facial movement. It can reveal the genuine emotions that person tries to conceal considered an important clue for lie detection. The research has attracted much attention due its promising applications in various fields. However, short duration low intensity of movements, recognition faces great challenges, accuracy still demands improvement. To i...