Search Results for author: Bensheng Qiu

Found 4 papers, 1 papers with code

Attention module improves both performance and interpretability of 4D fMRI decoding neural network

no code implementations3 Oct 2021 Zhoufan Jiang, Yanming Wang, Chenwei Shi, Yueyang Wu, Rongjie Hu, Shishuo Chen, Sheng Hu, Xiaoxiao Wang, Bensheng Qiu

Finally, the model was retrained to regress individual traits within the HCP and to classify viewing images from the BOLD5000 dataset, respectively.

Transfer Learning

EF-Net: A novel enhancement and fusion network for RGB-D saliency detection

1 code implementation4 Nov 2020 Qian Chen, Keren Fu, Ze Liu, Geng Chen, Hongwei Du, Bensheng Qiu, LingShao

Finally, we propose an effective layer-wise aggregation module to fuse the features extracted from the enhanced depth maps and RGB images for the accurate detection of salient objects.

Object Detection Saliency Detection +1

Deep Neural Networks for Surface Segmentation Meet Conditional Random Fields

no code implementations11 Jun 2019 Leixin Zhou, Zisha Zhong, Abhay Shah, Bensheng Qiu, John Buatti, Xiaodong Wu

To the best of our knowledge, this is the first study to apply a 3-D neural network with a CRFs model for direct surface segmentation.

Semantic Segmentation

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