16 citations · 71 across the 22 of their papers we have counts for
5 papers · 2 filters
Multiview Cross-supervision for Semantic Segmentation
Yuan Yao, Hyun Soo Park
This paper presents a semi-supervised learning framework for a customized semantic segmentation task using multiview image streams. A key challenge of the customized task lies in t…
ECO: Egocentric Cognitive Mapping
Jayant Sharma, Zixing Wang, Alberto Speranzon +2
We present a new method to localize a camera within a previously unseen environment perceived from an egocentric point of view. Although this is, in general, an ill-posed problem,…
HUMBI: A Large Multiview Dataset of Human Body Expressions
Zhixuan Yu, Jae Shin Yoon, In Kyu Lee +4
This paper presents a new large multiview dataset called HUMBI for human body expressions with natural clothing. The goal of HUMBI is to facilitate modeling view-specific appearanc…
Multiview Supervision By Registration
Yilun Zhang, Hyun Soo Park
This paper presents a semi-supervised learning framework to train a keypoint detector using multiview image streams given the limited labeled data (typically 4\%). We leverage t…
MONET: Multiview Semi-supervised Keypoint Detection via Epipolar Divergence
Yuan Yao, Yasamin Jafarian, Hyun Soo Park
This paper presents MONET -- an end-to-end semi-supervised learning framework for a keypoint detector using multiview image streams. In particular, we consider general subjects suc…