I added a page on the Learnable line descriptor system we developed last year with Victor Lempitsky. It is a step forward compared to the well-known ORB-SLAM2 system by Mur et al. By learning the line descriptor and introducing line detection and matching into the stereo SLAM pipeline we increase accuracy and robustness of the system compared to the baseline ORB-SLAM2. Please check the page here.