Image Segmentation |

Instructor


Amaia Salvador (AS)

FCN,ReSeg

(to be added)

Pont-Tuset, Jordi, and Ferran Marques. “Supervised Evaluation of Image Segmentation and Object Proposal Techniques.” IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2015. [software

Farabet, Clement, Camille Couprie, Laurent Najman, and Yann LeCun. “Learning hierarchical features for scene labeling.” Pattern Analysis and Machine Intelligence, IEEE Transactions on 35, no. 8 (2013): 1915-1929
Long, Jonathan, Evan Shelhamer, and Trevor Darrell. “Fully convolutional networks for semantic segmentation.” In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3431-3440. 2015.
Dai, Jifeng, Kaiming He, and Jian Sun. “Instance-aware Semantic Segmentation via Multi-task Network Cascades.” arXiv preprint arXiv:1512.04412 (2015).
Hariharan, Bharath, Pablo Arbeláez, Ross Girshick, and Jitendra Malik. “Hypercolumns for object segmentation and fine-grained localization.” In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 447-456. 2015.