ScribbleSup: Scribble-Supervised Convolutional Networks for Semantic Segmentation

• Published in: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 3159 - 3167
• Main Authors: Di Lin, Jifeng Dai, Jiaya Jia, Kaiming He, Jian Sun
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2016
• Subjects: Cows; Graphical models; Histograms; Image segmentation; Labeling; Semantics; Training

Large-scale data is of crucial importance for learning semantic segmentation models, but annotating per-pixel masks is a tedious and inefficient procedure. We note that for the topic of interactive image segmentation, scribbles are very widely used in academic research and commercial software, and a...