Publications

Yimian Dai, Peiwen Pan, Yulei Qian, Yuxuan Li, Xiang Li, Jian Yang, Huan Wang (2024). Pick of the Bunch: Detecting Infrared Small Targets Beyond Hit-Miss Trade-Offs via Selective Rank-Aware Attention. IEEE TGRS.

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Yimian Dai, Mengxuan Xiao, Yiming Zhu, Huan Wang, Kehua Guo, Jian Yang (2024). Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection With Sky-Annotated Dataset. arXiv.

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Fei Zhou, Maixia Fu, Yulei Qian, Jian Yang, Yimian Dai (2024). Sparse Prior Is Not All You Need: When Differential Directionality Meets Saliency Coherence for Infrared Small Target Detection. arXiv.

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Yimian Dai, Minrui Zou, Yuxuan Li, Xiang Li, Kang Ni, Jian Yang (2024). DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR Images. arXiv.

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Yuxuan Li, Xiang Li, Yimian Dai, Qibin Hou, Li Liu, Yongxiang Liu, Ming-Ming Cheng, Jian Yang (2024). LSKNet: A Foundation Lightweight Backbone for Remote Sensing. arXiv.

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Yimian Dai, Xiang Li, Fei Zhou, Yulei Qian, Yaohong Chen, Jian Yang (2023). One-Stage Cascade Refinement Networks for Infrared Small Target Detection. IEEE TGRS.

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Fei Zhou, Maixia Fu, Yule Duan, Yimian Dai, Yiquan Wu (2022). Infrared Small Target Detection via L0 Sparse Gradient Regularized Tensor Spectral Support Low-Rank Decomposition. IEEE Transactions on Aerospace and Electronic Systems.

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Yimian Dai, Stefan Oehmcke, Fabian Gieseke, Yiquan Wu, Kobus Barnard (2021). Attention as Activation. ICPR 2020.

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Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard (2021). Attentional Local Contrast Networks for Infrared Small Target Detection. IEEE TGRS.

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Yimian Dai, Fabian Gieseke, Stefan Oehmcke, Yiquan Wu, Kobus Barnard (2021). Attentional Feature Fusion. WACV 2021.

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Yimian Dai, Yiquan Wu, Fei Zhou, Kobus Barnard (2021). Asymmetric Contextual Modulation for Infrared Small Target Detection. WACV 2021.

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Yimian Dai, Yiquan Wu (2017). Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 8, pp. 3752-3767, 2017..

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