This is the released code for the following paper: "Embedding bilateral filter in least squares for efficient edge-preserving image smoothing." by Wei Liu, Pingping Zhang, Xiaogang Chen, Chunhua Shen, Xiaolin Huang, Jie Yang, IEEE Transactions on Circuits and Systems for Video Technology (2018).