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Information extraction from large point cloud datasets

  • Full or part time
  • Application Deadline
    Applications accepted all year round
  • Funded PhD Project (Students Worldwide)
    Funded PhD Project (Students Worldwide)

Project Description

This project aims to develop new/improved data analytic methods for information (e.g. key data points, features) extraction from large-scale point cloud datasets to support some typical applications such as data simplification, object recognition, classification and 3D reconstruction in built environment. There will be some flexibility in terms of application cases to be considered. The accuracy of the information extracted, the computational efficiency of the methods developed, and the ways in which those can be improved will be investigated. Imagery data where appropriate can be considered to aid the information extraction.

For more information about doctoral scholarships and PhD programmes at Xi’an Jiaotong-Liverpool University (XJTLU), please go to https://www.xjtlu.edu.cn/en/ and Click Study with Us.

Requirements

Academic qualification: The candidate should have a first class or upper second class honours degree, or a master’s degree (or equivalent qualification), in Civil Engineering (e.g. surveying), Geomatics Engineering, Computer Science (e.g. computer vision) or Geography (e.g. remote sensing, GIS). The candidate should have excellent programming skills (MATLAB, PYTHON or C++) and experience in spatial data analysis and statistics. Good knowledge of remote sensing, GIS and machine learning would be useful.

Language qualification: Evidence of good spoken and written English is essential. The candidate should have an IELTS score of 6.5 or above, if the first language is not English.

This position is open to all qualified candidates irrespective of nationality.

How to Apply

Interested applicants are advised to email (XJTLU principal supervisor’s email address) the following documents for initial review and assessment (please put the project title in the subject line).
•CV
•Two reference letters with company/university letterhead
•Personal statement outlining your interest in the position
•Proof of English language proficiency (an IELTS score of 6.5 or above)
•Verified school transcripts in both Chinese and English (for international students, only the English version is required)
•Verified certificates of education qualifications in both Chinese and English (for international students, only the English version is required)

Informal enquiries may be addressed to Dr. Lei Fan (), whose personal profile is linked below,
https://www.xjtlu.edu.cn/en/departments/academic-departments/civil-engineering/staff/lei-fan

Degree

The student will be awarded a PhD degree from the University of Liverpool (UK) upon successful completion of the program.

Funding Notes

The PhD studentship is available for three years subject to satisfactory progress by the student. The award covers tuition fees for three years (currently equivalent to RMB 80,000 per annum) and provides a monthly stipend of 5,000 RMB as a contribution to living expenses. It also provides up to RMB 16,500 to allow participation at international conferences during the period of the award. It is a condition of the award that holders of XJTLU PhD scholarships carry out 300-500 hours of teaching or research assistance work per year. The scholarship holder is expected to carry out the major part of his or her research at XJTLU in Suzhou, China. However, he or she is eligible for a research study visit to the University of Liverpool of up to three months, if this is required by the project.

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