Yuxuan Hou

ORCID: 0000-0002-0880-6418
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About
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Research Areas
  • Image and Video Quality Assessment
  • Advanced Data Compression Techniques
  • Radiomics and Machine Learning in Medical Imaging
  • Data Visualization and Analytics
  • Biometric Identification and Security
  • AI in cancer detection
  • Cultural Heritage Management and Preservation
  • Face and Expression Recognition
  • Museums and Cultural Heritage
  • Cell Image Analysis Techniques
  • Image and Signal Denoising Methods
  • Face recognition and analysis
  • Advanced Fluorescence Microscopy Techniques
  • Memory, Trauma, and Commemoration
  • Image Processing Techniques and Applications
  • Computer Graphics and Visualization Techniques
  • Advanced Image and Video Retrieval Techniques

Beijing Technology and Business University
2023

Zhejiang University
2020-2023

Cardiff University
2019

Efficient layout of large-scale graphs remains a challenging problem: the force-directed and dimensionality reduction-based methods suffer from high overhead for graph distance gradient computation. In this paper, we present new algorithm, called DRGraph, that enhances nonlinear reduction process with three schemes: approximating distances by means sparse matrix, estimating using negative sampling technique, accelerating optimization through multi-level scheme. DRGraph achieves linear...

10.1109/tvcg.2020.3030447 article EN IEEE Transactions on Visualization and Computer Graphics 2020-12-05

Face sketch recognition identifies the face photo from a large dataset. Some traditional methods are typically used to reduce modality gap between photos and sketches gain excellent rate based on pseudo image which is synthesized using corresponded photo. However, these cannot obtain better high for all datasets, because use of extracted features lead elimination effect different modalities' images. The feature representation deep convolutional neural networks as feasible approach...

10.1109/icmlc48188.2019.8949231 article EN 2019-07-01

The exhibition based on the Interpretitive Theroy can not only make it easier for audiences to understand and master core content of exhibition, but also help dissemination efficiency museum information. In 2021, due success new round archaeological excavations, total number cultural relics has been further improved, existing venues no longer meet needs collection exhibition. New Sanxingdui Museum is a newly built open Site Class in which three major exhibitions are used explain theory....

10.54254/2753-7064/22/20231640 article EN cc-by Communications in Humanities Research 2023-12-06

Efficient layout of large-scale graphs remains a challenging problem: the force-directed and dimensionality reduction-based methods suffer from high overhead for graph distance gradient computation. In this paper, we present new algorithm, called DRGraph, that enhances nonlinear reduction process with three schemes: approximating distances by means sparse matrix, estimating using negative sampling technique, accelerating optimization through multi-level scheme. DRGraph achieves linear...

10.48550/arxiv.2008.07799 preprint EN other-oa arXiv (Cornell University) 2020-01-01

<p indent=0mm>A large amount of image data such as CT that needs storage and transmission is generated in medical research. It hard for the hospital to handle all numerous patients. Therefore, it vital importance compress these data. Recently, learning-based compression has become a new research trend with development artificial intelligence. Traditional methods are firstly reviewed. Further study approaches made, performance different brain liver shown. In meantime, advantages disadvantages...

10.3724/sp.j.1089.2021.18687 article EN Journal of Computer-Aided Design & Computer Graphics 2021-08-01
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