Xinyu Liu bio photo

2002.03

Yuncheng, Shanxi

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Lastest Update:2025/04/11   Chinese Version

Working Paper

Simple yet Robust: A Language-Aware Multi-Scale UNet for Cross-Domain Referring Image Segmentation

Xinyu Liu, Lingling Li, Xiaoqiang Lu, Licheng Jiao, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang
Submitted to ACM MM 2025.


Technical Report

⬥ Third Place Report of the LSVOS Challenge 2024: SAM2 and Cutie-based VOS

⬥ 3rd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation

⬥ SoccerNet 2024 Multi-View Foul Recognition WJB Team Technical Report

⬥ Low-light Raw Image Enhancement Technical solution


Forthcoming Book

Unified Framework for Remote Sensing Data Interpretation and Generation

  • Contributions:
    • Introduction: Provided an overview of the book’s scope and objectives, setting the stage for subsequent chapters.
    • Remote Sensing Imaging Perception: Detailed the principles and methods of remote sensing imaging, including sensor technologies and image formation processes.
    • Vision Foundation Models: Explored various vision foundation models and their applications in interpreting and generating remote sensing data, highlighting recent advancements and future directions.

Patent Applications

⬥ Multi-Modal Feature Fusion for Remote Sensing Image Classification Method and Apparatus Based on Dual Channels

  • Inventors: Jiao Licheng, Sun Long, Liu Xinyu, Cao Jiamin, Liu Xu, Ma Wenping, Zhang Dan, Tian Xiaolin
  • Application Date: November 5, 2024
  • Status: Currently under examination.

⬥ Remote Sensing Change Detection Method and System Based on Multi-Modal Spatio-Temporal Differential Feature Enhancement

  • Inventors: Liu Fang, Sun Long, Che Chenyue, Liu Xinyu, Jiao Licheng, Zhang Dan, Huang Sijing, Deng Yingmin, Yang Yuting, Feng Zhixi, Liu Xu, Guo Yuwei
  • Application Date: November 5, 2024
  • Status: Currently under examination.

⬥ Remote Sensing Multi-Task Interpretation Method and Apparatus Using Cross-Knowledge Interaction Learning and Self-Supervised Auxiliary Learning

  • Inventors: Jiao Licheng, Sun Long, Che Chenyue, Liu Xinyu, Yang Yuting, Feng Zhixi, Guo Yuwei, Liu Fang
  • Application Date: November 5, 2024
  • Status: Currently under examination.

⬥ Remote Sensing Visual Localization Method Based on Multi-Scale Progressive Inference

  • Inventors: Jiao Licheng, Lu Xiaoqiang, Cao Jiamin, Liu Xinyu, Yang Shuyuan, Ma Jingjing, Li Lingling, Chen Puhua
  • Application Date: November 5, 2024
  • Status: Currently under examination.