263 citations · 298 across the 3 of their papers we have counts for
3 papers
cs.CV2018★ 30 cited
Multimodal Recurrent Neural Networks with Information Transfer Layers for Indoor Scene Labeling
Abrar H. Abdulnabi, Bing Shuai, Zhen Zuo +2
This paper proposes a new method called Multimodal RNNs for RGB-D scene semantic segmentation. It is optimized to classify image pixels given two input sources: RGB color channels…
cs.CV2017★ 5 cited
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation
Abrar H. Abdulnabi, Stefan Winkler, Gang Wang
Recent deep CNNs contain forward shortcut connections; i.e. skip connections from low to high layers. Reusing features from lower layers that have higher resolution (location infor…
cs.CV2016★ 263 cited
Multi-task CNN Model for Attribute Prediction
Abrar H. Abdulnabi, Gang Wang, Jiwen Lu +1
This paper proposes a joint multi-task learning algorithm to better predict attributes in images using deep convolutional neural networks (CNN). We consider learning binary semanti…