The invention solves the problems such as
feature extraction, asynchronization and synchronization,
feature relevance and data difference value to fuse visual data and
laser radar data so as to generate three-dimensional
color depth image data, namely a three-dimensional color
laser data point cloud, thereby providing precise distance information and rich environment information, effectively overcoming the defects of the traditional
laser radar and the visual sensor in the aspects of robustness, information amount, precision and cost. The invention integrates a two-dimensional laser
radar, a
monocular vision sensor, an inertial navigation data measuring unit, a driving motor and the like into an
information fusion-based three-dimensional color laser radar integral unit with universal applicability and high precision, and utilizes inertial navigation data and visual data to perform secondary alignment on laser radar data, the structure is simple, equipment does not need to be subjected to precise calibration, the performance is reliable and stable, the practicability is strong, and the method and the device can be widely used in various indoor and outdoor environments under the motion condition, and have certain universal applicability.