Search Results for author: Liuyuan Deng

Found 2 papers, 0 papers with code

RFBNet: Deep Multimodal Networks with Residual Fusion Blocks for RGB-D Semantic Segmentation

no code implementations29 Jun 2019 Liuyuan Deng, Ming Yang, Tianyi Li, Yuesheng He, Chunxiang Wang

To instantiate this structure, the paper proposes a residual fusion block (RFB) to formulate the interdependences of the encoders.

Semantic Segmentation

Restricted Deformable Convolution based Road Scene Semantic Segmentation Using Surround View Cameras

no code implementations2 Jan 2018 Liuyuan Deng, Ming Yang, Hao Li, Tianyi Li, Bing Hu, Chunxiang Wang

Finally, an RDC based semantic segmentation model is built; the model is trained for real-world surround view images through a multi-task learning architecture by combining real-world images with transformed images.

Autonomous Driving Multi-Task Learning +2

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