Xiaoya Deng

ORCID: 0000-0002-2758-2579
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About
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Research Areas
  • Advanced Computational Techniques and Applications
  • Infrared Target Detection Methodologies
  • Semantic Web and Ontologies
  • Remote-Sensing Image Classification
  • Advanced Image and Video Retrieval Techniques
  • Infrared Thermography in Medicine
  • Geological Modeling and Analysis
  • Thermography and Photoacoustic Techniques
  • Remote Sensing and Land Use
  • Service-Oriented Architecture and Web Services
  • Advanced Measurement and Detection Methods

Beijing University of Chemical Technology
2018-2019

Sichuan University of Arts and Science
2011-2015

Existing infrared (IR) small target detection methods are divided into local priors-based and nonlocal ones. However, due to heterogeneous structures in IR images, using either or information is always suboptimal, which causes performance be unstable unrobust. To solve the issue, a comprehensive method, exploiting both priors, proposed. The proposed method framework includes dual-window contrast (DW-LCM) multiscale-window patch-image (MW-IPI). In first stage, DW-LCM designs compensate for...

10.1109/jstars.2019.2931566 article EN IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2019-09-01

Small infrared target detection is a key and challenging issue in object tracking systems. Existing algorithms can be mainly categorized into nonlocal-based or local-based methods. However, the performance degrades rapidly when facing highly heterogeneous backgrounds. This due to that they exploit only one kind of information (e.g., local nonlocal) while sacrificing other. Thus, an effective small method proposed combine nonlocal priors. The former obtained by sliding dual window latter...

10.1109/icpr.2018.8546043 article EN 2022 26th International Conference on Pattern Recognition (ICPR) 2018-08-01

As the color remote sensing image has most notable features such as huge amount of data, rich details, and containing too much noise, edge detection becomes a grave challenge in processing data. To explore possible solution to urgent problem, this paper, we first introduced quaternion into representation image. In way, can be represented analyzed single entity. Then novel artificial bee colony method named improved which improve performance conventional was proposed. method, order balance...

10.1155/2015/138930 article EN Mathematical Problems in Engineering 2015-01-01

This article firstly introduces the theory of construction domain-specific ontology and oil business framework model, then puts forward method to construct exploration development library, field involved is divided into multi-level activity levels, takes reservoir-seal combination as an example lists explore corresponding micro-ontology at last constructs a complete petroleum model.

10.2991/etmhs-15.2015.90 article EN cc-by-nc Advances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research 2015-01-01
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