116 citations · 384 across the 39 of their papers we have counts for
5 papers · 1 filter
Unsupervised Meta-learning of Figure-Ground Segmentation via Imitating Visual Effects
Ding-Jie Chen, Jui-Ting Chien, Hwann-Tzong Chen +1
This paper presents a "learning to learn" approach to figure-ground image segmentation. By exploring webly-abundant images of specific visual effects, our method can effectively le…
SwipeCut: Interactive Segmentation with Diversified Seed Proposals
Ding-Jie Chen, Hwann-Tzong Chen, Long-Wen Chang
Interactive image segmentation algorithms rely on the user to provide annotations as the guidance. When the task of interactive segmentation is performed on a small touchscreen dev…
Non-local RoI for Cross-Object Perception
Shou-Yao Roy Tseng, Hwann-Tzong Chen, Shao-Heng Tai +1
We present a generic and flexible module that encodes region proposals by both their intrinsic features and the extrinsic correlations to the others. The proposed non-local region…
Escaping from Collapsing Modes in a Constrained Space
Chia-Che Chang, Chieh Hubert Lin, Che-Rung Lee +3
Generative adversarial networks (GANs) often suffer from unpredictable mode-collapsing during training. We study the issue of mode collapse of Boundary Equilibrium Generative Adver…
Non-local RoIs for Instance Segmentation
Shou-Yao Roy Tseng, Hwann-Tzong Chen, Shao-Heng Tai +1
We introduce the concept of Non-Local RoI (NL-RoI) Block as a generic and flexible module that can be seamlessly adapted into different Mask R-CNN heads for various tasks. Mask R-C…