Search Results for author: Xiaosong Li

Found 9 papers, 3 papers with code

MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion

no code implementations27 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.

Infrared And Visible Image Fusion

Simultaneous Tri-Modal Medical Image Fusion and Super-Resolution using Conditional Diffusion Model

no code implementations26 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.

Denoising Super-Resolution

TSJNet: A Multi-modality Target and Semantic Awareness Joint-driven Image Fusion Network

no code implementations2 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.

Object object-detection +2

SAMF: Small-Area-Aware Multi-focus Image Fusion for Object Detection

1 code implementation16 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.

object-detection Object Detection +2

Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image Fusion

1 code implementation3 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.

Depth Estimation object-detection +1

Defect-Induced Magnetic Skyrmion in Two-Dimensional Chromium Tri-Iodide Monolayer

no code implementations4 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

On the Efficacy and High-Performance Implementation of Quaternion Matrix Multiplication

1 code implementation13 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

Cannot find the paper you are looking for? You can Submit a new open access paper.