Any possibility of measuring individual tree attributes directly from airborne LiDAR data??

The points clouds obtained from Airborne LiDAR data can be used at certain extent for direct measurement of tree attributes for example diameter at breast height. The filtering process is a must to remove understorey vegetation.

Original vs filtered point clouds

The histogram-based individual tree filtering has been introduced for this purpose.