MixMobileNet: A Mixed Mobile Network for Edge Vision Applications

1 code implementation • Electronics 2024 • Yanju Meng, Peng Wu, Jian Feng, XiaoMing Zhang

For global, we propose the global-feature aggregation encoder (GFAE), which employs a pooling strategy and computes the covariance matrix between channels instead of the spatial dimensions, changing the computational complexity from quadratic to linear, and this accelerates the inference of the model.

Image Classification Inductive Bias +2

DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT

no code implementations • 6 May 2019 • Weiwen Wu, Haijun Yu, Peijun Chen, Fulin Luo, Fenglin Liu, Qian Wang, Yining Zhu, Yanbo Zhang, Jian Feng, Hengyong Yu

Second, we employ the direct inversion (DI) method to obtain initial material decomposition results, and a set of image patches are extracted from the mode-1 unfolding of normalized material image tensor to train a united dictionary by the K-SVD technique.

Computed Tomography (CT) Dictionary Learning +1

Discourse Relation Sense Classification Systems for CoNLL-2016 Shared Task

no code implementations • CONLL 2016 • Ping Jian, Xiaohan She, Chenwei Zhang, Pengcheng Zhang, Jian Feng

Classification General Classification +2