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    Chapter and Conference Paper

    A Physically Feasible Counter-Attack Method for Remote Sensing Imaging Point Clouds

    This research introduces an innovative approach to address the vulnerability of deep learning-based point cloud target recognition systems to adversarial sample attacks. Instead of directly tampering with the ...

    Bo Wei, Huanchun Wei, Cong Cao, Teng Huang in Pattern Recognition and Computer Vision (2024)

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    Chapter and Conference Paper

    Adacket: ADAptive Convolutional KErnel Transform for Multivariate Time Series Classification

    While existing multivariate time series classification (MTSC) methods using massive convolutional kernels show promise, they are resource-intensive and also rely on the trial and error design of convolutional ...

    Junru Zhang, Lang Feng, Haowen Zhang in Machine Learning and Knowledge Discovery i… (2023)

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    Chapter and Conference Paper

    Information Lossless Multi-modal Image Generation for RGB-T Tracking

    Visible-Thermal infrared(RGB-T) multimodal target representation is a key issue affecting RGB-T tracking performance. It is difficult to train a RGB-T fusion tracker in an end-to-end way, due to the lack of an...

    Fan Li, Yufei Zha, Lichao Zhang, Peng Zhang in Pattern Recognition and Computer Vision (2022)

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    Chapter and Conference Paper

    Modular Graph Encoding and Hierarchical Readout for Functional Brain Network Based eMCI Diagnosis

    The functional brain network, estimated from functional magnetic resonance imaging (fMRI), have been widely used to capture subtle brain function abnormality and perform diagnosis of brain diseases, such as ea...

    Lang Mei, Mianxin Liu, Lingbin Bian in Imaging Systems for GI Endoscopy, and Grap… (2022)

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    Article

    OCNet: Object Context for Semantic Segmentation

    In this paper, we address the semantic segmentation task with a new context aggregation scheme named object context, which focuses on enhancing the role of object information. Motivated by the fact that the categ...

    Yuhui Yuan, Lang Huang, Jianyuan Guo in International Journal of Computer Vision (2021)