151 citations · 258 across the 10 of their papers we have counts for
4 papers · 1 filter
Im2Flow: Motion Hallucination from Static Images for Action Recognition
Ruohan Gao, Bo Xiong, Kristen Grauman
Existing methods to recognize actions in static images take the images at their face value, learning the appearances---objects, scenes, and body poses---that distinguish each actio…
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…
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…
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…