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MFGNet: Dynamic Modality-Aware Filter Generation for RGB-T Tracking [article]

Xiao Wang, Xiujun Shu, Shiliang Zhang, Bo Jiang, Yaowei Wang, Yonghong Tian, Feng Wu
2022 arXiv   pre-print
Different from these works, we propose a new dynamic modality-aware filter generation module (named MFGNet) to boost the message communication between visible and thermal data by adaptively adjusting the  ...  convolutional kernels for various input images in practical tracking.  ...  To the best of our knowledge, this paper is the first work to connect dual modalities via dynamic filter prediction.  ... 
arXiv:2107.10433v2 fatcat:3mxe5iidvrgbvbxdna4pwwlv74

2020 Index IEEE Transactions on Circuits and Systems for Video Technology Vol. 30

2020 IEEE transactions on circuits and systems for video technology (Print)  
Mo, H., +, TCSVT Nov. 2020 4284-4298 VLSI Architecture for Enhanced Approximate Message Passing Algorithm.  ...  Damian, C., +, TCSVT Aug. 2020 2517-2523 VLSI Architecture for Enhanced Approximate Message Passing Algorithm.  ... 
doi:10.1109/tcsvt.2020.3043861 fatcat:s6z4wzp45vfflphgfcxh6x7npu

2021 Index IEEE Transactions on Image Processing Vol. 30

2021 IEEE Transactions on Image Processing  
Yang, M., +, TIP 2021 9442-9455 RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss.  ...  ., +, TIP 2021 345-359 Denoising-Based Turbo Message Passing for Compressed Video Back-ground Subtraction.  ... 
doi:10.1109/tip.2022.3142569 fatcat:z26yhwuecbgrnb2czhwjlf73qu