no code implementations • 13 Dec 2022 • Ruobing Shen, Bo Tang, Andrea Lodi, Ismail Ben Ayed, Thomas Guthier
We address interactive panoptic annotation, where one segment all object and stuff regions in an image.
no code implementations • 25 Sep 2019 • Ruobing Shen, Bo Tang, Ismail Ben Ayed, Andrea Lodi, Thomas Guthier
Large-scale ground truth data sets are of crucial importance for deep learning based segmentation models, but annotating per-pixel masks is prohibitively time consuming.
no code implementations • 20 Mar 2018 • Ruobing Shen, Xiaoyu Chen, Xiangrui Zheng, Gerhard Reinelt
Many computer vision applications, such as object recognition and segmentation, increasingly build on superpixels.
no code implementations • 16 Dec 2017 • Ruobing Shen, Eric Kendinibilir, Ismail Ben Ayed, Andrea Lodi, Andrea Tramontani, Gerhard Reinelt
The method enforces connectivity priors iteratively by a cutting plane method, and provides feasible solutions with a guarantee on sub-optimality even if we terminate it earlier.
no code implementations • 21 Sep 2017 • Ruobing Shen, Gerhard Reinelt, Stéphane Canu
Unsupervised image segmentation and denoising are two fundamental tasks in image processing.