no code implementations • 13 Mar 2018 • Abrar H. Abdulnabi, Bing Shuai, Zhen Zuo, Lap-Pui Chau, Gang Wang
This paper proposes a new method called Multimodal RNNs for RGB-D scene semantic segmentation.
no code implementations • 18 Jul 2017 • Abrar H. Abdulnabi, Stefan Winkler, Gang Wang
However, during inference the lower layers do not know about high layer features, although they contain contextual high semantics that benefit low layers to adaptively extract informative features for later layers.
no code implementations • CVPR 2017 • Abrar H. Abdulnabi, Bing Shuai, Stefan Winkler, Gang Wang
Scene labeling can be seen as a sequence-sequence prediction task (pixels-labels), and it is quite important to leverage relevant context to enhance the performance of pixel classification.
no code implementations • 4 Jan 2016 • Abrar H. Abdulnabi, Gang Wang, Jiwen Lu, Kui Jia
Each CNN will generate attribute-specific feature representations, and then we apply multi-task learning on the features to predict their attributes.