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  1. No Access

    Article

    UMINet: a unified multi-modality interaction network for RGB-D and RGB-T salient object detection

    Multi-modality images with complementary cues can significantly improve the performance of salient object detection (SOD) methods in challenging scenes. However, existing methods are specially designed for RGB...

    Lina Gao, ** Fu, Mingzhu Xu, Tiantian Wang, Bing Liu in The Visual Computer (2024)

  2. No Access

    Article

    CoGCN: co-occurring item-aware GCN for recommendation

    Graph convolution networks (GCNs) play an increasingly vital role in recommender systems, due to their remarkable relation modeling and representation capabilities. Concretely, they can capture high-order sema...

    **nxiao Zhao, Fan Liu, Hao Liu, Mingzhu Xu, Haoyu Tang… in Neural Computing and Applications (2023)

  3. No Access

    Article

    A novel spatiotemporal attention enhanced discriminative network for video salient object detection

    In contrast to image salient object detection, on which many achievements have been made, video salient object detection remains a considerable challenge. Not all features are useful in salient object detectio...

    Bing Liu, Kezhou Mu, Mingzhu Xu, Fangyuan Wang, Lei Feng in Applied Intelligence (2022)

  4. No Access

    Article

    Visual tracking via dynamic saliency discriminative correlation filter

    The discriminative correlation filter (DCF) is one of the crucial visual tracking methods, and it has outstanding performance. Nevertheless, DCF-based methods have an unavoidable boundary effect, which results...

    Lina Gao, Bing Liu, ** Fu, Mingzhu Xu, Junbao Li in Applied Intelligence (2022)

  5. No Access

    Article

    A novel dynamic graph evolution network for salient object detection

    The advanced deep convolution neural networks (CNNs) based salient object detection (SOD) models still suffer from the coarse object edge. The traditional graph-based SOD models can preserve the object edge we...

    Mingzhu Xu, ** Fu, Bing Liu, Hongtao Yin, Junbao Li in Applied Intelligence (2022)

  6. No Access

    Chapter

    Next Step in Vegetation Remote Sensing: Synergetic Retrievals of Canopy Structural and Leaf Biochemical Parameters

    Shortwave remote sensing signals acquired from vegetation contain information not only for vegetation structure, such as leaf area index and clum** index, but also for leaf biochemical parameters, such as pi...

    **g M. Chen, Mingzhu Xu, Rong Wang, Dong Li, Ronggao Liu… in New Thinking in GIScience (2022)

  7. No Access

    Chapter and Conference Paper

    Research on Conversion of College English Teachers and Students Roles under the Background of Educational Information

    With the popularization of technology of network and multimedia, the university English teaching has turned into information era. To meet the needs of ages, the role of university English teacher need change f...

    Mingzhu Xu in Information and Business Intelligence (2012)