2 papers
cs.CV2018
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…
cs.CV2018
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…