The research progress on image reconstruction technique from few projections for limited view optical tomography was described. It includes orthographic double object beam system for holographic interfreometry, modified simultaneous algebraic reconstruction technique (MSART), frequency spectrum approach reconstruction technique (FSART), and neural network reconstruction technique (NNRT).