151 citations · 197 across the 6 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017
Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s)
Danna Gurari, Kun He, Bo Xiong +6
We propose the ambiguity problem for the foreground object segmentation task and motivate the importance of estimating and accounting for this ambiguity when designing vision syste…
cs.CV2017★ 151 cited
FusionSeg: Learning to combine motion and appearance for fully automatic segmention of generic objects in videos
Suyog Dutt Jain, Bo Xiong, Kristen Grauman
We propose an end-to-end learning framework for segmenting generic objects in videos. Our method learns to combine appearance and motion information to produce pixel level segmenta…
cs.CV2017★ 7 cited
Pixel Objectness
Suyog Dutt Jain, Bo Xiong, Kristen Grauman
We propose an end-to-end learning framework for generating foreground object segmentations. Given a single novel image, our approach produces pixel-level masks for all "object-like…