Nonlinear Hyperspectral Unmixing based on Multilinear Mixing Model using Convolutional Autoencoders

Tingting Fang, Fei Zhu, Jie Chen

Unsupervised spectral unmixing consists of representing each observed pixel as a combination of several pure materials called endmembers with their corresponding abundance fraction…