5 citations · 7 across the 3 of their papers we have counts for
3 papers · 1 filter
Discovering Latent Classes for Semi-Supervised Semantic Segmentation
Olga Zatsarynna, Johann Sawatzky, Juergen Gall
High annotation costs are a major bottleneck for the training of semantic segmentation systems. Therefore, methods working with less annotation effort are of special interest. This…
Harvesting Information from Captions for Weakly Supervised Semantic Segmentation
Johann Sawatzky, Debayan Banerjee, Juergen Gall
Since acquiring pixel-wise annotations for training convolutional neural networks for semantic image segmentation is time-consuming, weakly supervised approaches that only require…
What Object Should I Use? - Task Driven Object Detection
Johann Sawatzky, Yaser Souri, Christian Grund +1
When humans have to solve everyday tasks, they simply pick the objects that are most suitable. While the question which object should one use for a specific task sounds trivial for…