Xixia Huang
Papers
2
Total Citations
11
H-Index
2
About
Xixia Huang is a researcher whose work sits at the intersection of computer vision and industrial automation, with a particular focus on visual detection and localization systems. Their most notable contribution, the 2009 paper "Part-based Model for Visual Detection and Localization of Gas Tungsten Arc Weld Pool," demonstrates a specialized application of computer vision techniques to welding processes — a practically significant area where precise visual monitoring can directly improve manufacturing quality and safety. This work, which has garnered 9 citations, reflects Huang's ability to bridge theoretical image processing methodologies with real-world industrial challenges. Complementing this, their 2011 work on "A Hybrid Approach for Robust Corner Matching" further illustrates a sustained interest in developing reliable and resilient feature detection algorithms, a foundational problem in computer vision with broad applications ranging from robotics to medical imaging. Together, these contributions position Huang as a researcher dedicated to advancing practical, robust visual recognition systems, particularly in demanding environments where traditional methods may struggle with noise, occlusion, or complex lighting conditions characteristic of industrial settings.
Research Focus
Key Achievements
Top Papers
- 1
- 2A Hybrid Approach for Robust Corner Matching2 citations · 2011