Abstract Current visual-based simultaneous localization and mapping(SLAM) system suffers from feature loss caused by fast motion unstructured scene in complex environments. Addressing this problem, a semi-direct SLAM algorithm is proposed paper. The main idea of method to combine the point with direct order improve robustness environment scarce visual features low texture. First, enhancement mo...