Ya Jie Liu — accepted AI-conference papers

2021

Boundary Knowledge Translation based Reference Semantic Segmentation

Lechao Cheng, Zunlei Feng, Xinchao Wang, Ya Jie Liu, Jie Lei, Mingli Song

IJCAI 2021poster

Given a reference object of an unknown type in an image, human observers can effortlessly find the objects of the same category in another image and precisely tell their visual boundaries. Such visual cognition capability of humans seems absent from the current research spectrum of computer vision.…

Cited by 5 Source ↗PDF ↗Scholar ↗

2021

Visual Boundary Knowledge Translation for Foreground Segmentation

Zunlei Feng, Lechao Cheng, Xinchao Wang, Xiang Wang, Ya Jie Liu, Xiangtong Du +1

AAAI 2021technical

When confronted with objects of unknown types in an image, humans can effortlessly and precisely tell their visual boundaries. This recognition mechanism and underlying generalization capability seem to contrast to state-of-the-art image segmentation networks that rely on large-scale category-aware…

Cited by 7 Source ↗PDF ↗code ↗Scholar ↗