X.A. Fan

ORCID: 0000-0002-4153-0695
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About
Contact & Profiles
Research Areas
  • Face and Expression Recognition
  • Remote-Sensing Image Classification
  • Remote Sensing and Land Use
  • Data Quality and Management
  • Semantic Web and Ontologies
  • Video Analysis and Summarization
  • Advanced Vision and Imaging
  • Blind Source Separation Techniques
  • Natural Language Processing Techniques
  • Advanced Image and Video Retrieval Techniques

North China Electric Power University
2024

China Electric Power Research Institute
2024

Huawei Technologies (China)
2006

National University of Singapore
2004-2005

Fisher linear discriminant (FLD) has recently emerged as a more efficient approach for extracting features many pattern classification problems compared to traditional principal component analysis. However, the constraint on total number of available from FLD seriously limited its application large class problems. In order overcome this disadvantage, recursive procedure calculating is suggested in paper. The new algorithm incorporates same fundamental idea behind seeking projection that best...

10.1109/tip.2006.875225 article EN IEEE Transactions on Image Processing 2006-07-21

The constraint on the total number of features available from Fisher linear discriminant (FLD) has seriously limited its application to a large class problems. In order overcome this disadvantage FLD, recursive procedure for calculating is suggested in paper. Extensive experiments comparing new algorithm with traditional PCA and FLD approaches have been carried out face recognition problem, which resulting improvement performance by feature extraction scheme significant.

10.1109/icip.2004.1418694 article EN 2005-04-19

The Fisher linear discriminant (FLD) has recently emerged as a more efficient approach for extracting features many pattern classification problems than traditional principal component analysis (PCA). However, the constraint on total number of available from FLD seriously limited its application to large class problems. In order overcome this disadvantage FLD, recursive procedure calculating is suggested in paper. Extensive experiments comparing new algorithm with PCA and approaches have...

10.1109/icccas.2004.1346302 article EN 2004-10-26

Image harmonization is the process of modifying foreground a composite image in order to achieve cohesive visual consistency with background. Existing works viewed as purely task, using masks distinguish between and background images. However, distinguishing based on human intention more intuitive. In this paper, we developed new multimodal named referring harmonization, which distinguishes text prompts perform harmonization. To collect necessary data for supplement widely used dataset...

10.1145/3638884.3638906 article EN 2023-12-14
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