no code implementations • 27 Apr 2024 • Jingxue Huang, Xilai Li, Tianshu Tan, Xiaosong Li, Tao Ye
We separately trained specialized feature encoders for different modal and implemented a cross-scale fusion strategy to maintain the features from different modalities within the same representation space, ensuring a balanced information fusion process.
no code implementations • 26 Apr 2024 • Yushen Xu, Xiaosong Li, Yuchan Jie, Haishu Tan
In clinical practice, tri-modal medical image fusion, compared to the existing dual-modal technique, can provide a more comprehensive view of the lesions, aiding physicians in evaluating the disease's shape, location, and biological activity.
no code implementations • 3 Feb 2024 • Xilai Li, Xiaosong Li, Haishu Tan
Infrared and visible image fusion has emerged as a prominent research in computer vision.
no code implementations • 3 Feb 2024 • Xilai Li, Wuyang Liu, Xiaosong Li, Haishu Tan
To bridge this research gap, we proposed an all-weather MMIF model.
no code implementations • 2 Feb 2024 • Yuchan Jie, Yushen Xu, Xiaosong Li, Haishu Tan
Multi-modality image fusion involves integrating complementary information from different modalities into a single image.
1 code implementation • 16 Jan 2024 • Xilai Li, Xiaosong Li, Haishu Tan, Jinyang Li
Existing multi-focus image fusion (MFIF) methods often fail to preserve the uncertain transition region and detect small focus areas within large defocused regions accurately.
1 code implementation • 3 Nov 2023 • Xilai Li, Xiaosong Li, Tao Ye, Xiaoqi Cheng, Wuyang Liu, Haishu Tan
However, the fusion of multiple visible images with different focal regions and infrared images is a unprecedented challenge in real MMIF applications.
no code implementations • 4 Mar 2021 • Ryan A. Beck, Lixin Lu, Peter V. Sushko, Xiaodong Xu, Xiaosong Li
Chromium iodide monolayers, which have different magnetic properties in comparison to the bulk chromium iodide, have been shown to form skyrmionic states in applied electromagnetic fields or in Janus-layer devices.
Computational Physics Materials Science
1 code implementation • 13 Mar 2019 • David Williams-Young, Xiaosong Li
In this work, a case will be made for the efficacy of high-performance quaternion linear algebra software for appropriate problems.
Mathematical Software