School of Mechanical Engineering of Science and Technology Beijing 100083;
School of Mechanical Engineering University 250100;
School of Mechanical Engineering University of Technology 300401;
Visual odometry; Human visual attention mechanism; Environmental adaptability; Uneven distributed features;