We have a vacancy for a PhD candidate in “Multivariate image processing for hyperspectral images” at the Department of Computer Science in Gjøvik.
For a position as a PhD Candidate, the goal is a completed doctoral education up to an obtained doctoral degree.
The appointment has a duration of 3 years.
Hyperspectral images consist of pixels formed by measurements of lights hitting a sensor. Thus, hyperspectral images are not merely numerical objects, but they are measurements and must be regarded as such to ensure processing/analysis results that are physically interpretable or realizable. This PhD project aims to explore and develop multivariate image processing methods that allows respecting the physical aspects of hyperspectral signals, where they are considered as continuous functions. Methods to consider are, but not limited to, mathematical morphology, belief function, measure theory, etc. Applications of the developed methods will be identified in fields, e.g., remote sensing or cultural heritage.
The PhD candidate will focus on developing fundamental image processing algorithms and the related quality assessment protocols. The quality assessment protocols are aimed to evaluate, e.g., uncertainty and bias of the developed algorithms. Since having suitable datasets are crucial in designing the protocol, the candidate is also expected to generate such datasets and being able to operate necessary equipment available at the Colourlab after training.
The position is complementing the state-of-the-art research performed at the Colourlab.
Your immediate leader is Head of Department.
Duties of the position
- The PhD candidate will focus on conducting research in multivariate image processing for hyperspectral images using, e.g., mathematical morphology, develop image processing quality assessment protocols, and generate the related image datasets.
- Participate in the general activities of the Colourlab.
- Participate in the general activities of the department.
- Participate in international activities such as conference attendance and/or research stays at educational institutions abroad.
Required selection criteria
- You must have a professionally relevant background in computer science, computer/ electronics/ electrical engineering, mathematics, statistics, and/or closely related fields.
- Your education must correspond to a five-year Norwegian degree programme, where 120 credits are obtained at master’s level.
- You must have a strong academic background from your previous studies and an average grade from the master’s degree program, or equivalent education, which is equal to B or better compared with NTNU’s grading scale. If you do not have letter grades from previous studies, you must have an equally good academic basis. If you have a weaker grade background, you may be assessed if you can document that you are particularly suitable for a PhD education.
- You must meet the requirements for admission to the faculty`s doctoral programme.
- Excellent written and spoken communication skills in English.
- Good programming skill.
- Experience with image/ signal processing.
The appointment is to be made in accordance with Regulations concerning the degrees of Philosophiae Doctor (PhD) and Philosodophiae Doctor (PhD) in artistic research national guidelines for appointment as PhD, post doctor and research assistant
Preferred selection criteria
- Experience with hyperspectral image processing
- Experience in mathematics or statistics
- Fluency in Python programming language
Personal characteristics
- High motivation for research work
- Well organized
- Ability to work independently
- Ability to work both individually and in a (virtual) team environment with a high level of personal responsibility and initiative
- Flexibility and ability to take direction and accommodate feedback from diverse stakeholders
- Ability to meet deadlines and produce work of a consistently high standard
- Eager to disseminate research results through publications and presentations at international conferences, and through other venues of scientific communication
Emphasis will be placed on personal and interpersonal qualities.
We offer
- exciting and stimulating tasks in a strong international academic environment
- an open and inclusive work environment with dedicated colleagues
- favourable terms in the Norwegian Public Service Pension Fund
- employee benefits
Salary and conditions
As a PhD candidate (code 1017) you are normally paid from gross NOK 491 200 per annum before tax, depending on qualifications and seniority. From the salary, 2% is deducted as a contribution to the Norwegian Public Service Pension Fund.
The period of employment is 3 years.
Appointment to a PhD position requires that you are admitted to the PhD programme in Computer Science within three months of employment, and that you participate in an organized PhD programme during the employment period.
The engagement is to be made in accordance with the regulations in force concerning State Employees and Civil Servants, and the acts relating to Control of the Export of Strategic Goods, Services and Technology. Candidates who by assessment of the application and attachment are seen to conflict with the criteria in the latter law will be prohibited from recruitment to NTNU. After the appointment you must assume that there may be changes in the area of work.
It is a prerequisite you can be present at and accessible to the institution daily.
About the application
The application and supporting documentation to be used as the basis for the assessment must be in English.
Publications and other scientific work must follow the application. Please note that applications are only evaluated based on the information available on the application deadline. You should ensure that your application shows clearly how your skills and experience meet the criteria which are set out above.
The application must include:
- CV, certificates and diplomas.
- Transcripts and diplomas for bachelor’s and master’s degrees. If you have not completed the master’s degree, you must submit a confirmation that the master’s thesis has been submitted.
- A copy of the master’s thesis. If you recently have submitted your master’s thesis, you can attach a draft of the thesis. Documentation of a completed master’s degree must be presented before taking up the position.
- Name and email address of three referees.
- If available, one selected publication or relevant research work.
If all, or parts, of your education has been taken abroad, we also ask you to attach documentation of the scope and quality of your entire education, both bachelor’s and master’s education, in addition to other higher education. Description of the documentation required can be found here. If you already have a statement from NOKUT, please attach this as well.
We will take joint work into account. If it is difficult to identify your efforts in the joint work, you must enclose a short description of your participation.
In the evaluation of which candidate is best qualified, emphasis will be placed on education, experience and personal and interpersonal qualities. Motivation, ambitions, and potential will also count in the assessment of the candidates.
NTNU is committed to following evaluation criteria for research quality according to The San Francisco Declaration on Research Assessment – DORA.
General information
NTNU believes that inclusion and diversity is our strength. We want to recruit people with different competencies, educational backgrounds, life experiences and perspectives to contribute to solving our social responsibilities within education and research. We will facilitate for our employees’ needs.
NTNU is working actively to increase the number of women employed in scientific positions and has a number of resources to promote equality.
The city of Gjøvik has a population of 30 000 and is a town known for its rich music and cultural life. The beautiful nature surrounding the city is ideal for an active outdoor life! The Norwegian welfare state, including healthcare, schools, kindergartens and overall equality, is probably the best of its kind in the world.
As an employee at NTNU, you must at all times adhere to the changes that the development in the subject entails and the organizational changes that are adopted.
A public list of applicants with name, age, job title and municipality of residence is prepared after the application deadline. If you want to reserve yourself from entry on the public applicant list, this must be justified. Assessment will be made in accordance with current legislation. You will be notified if the reservation is not accepted.
If you have any questions about the position, please contact Dr. Hilda Deborah, telephone +47 918 40 884, email hilda.deborah@ntnu.no. If you have any questions about the recruitment process, please contact the HR-team at the Department of Computer Science, e-mail: hr@idi.ntnu.no.
If you think this looks interesting and in line with your qualifications, please submit your application electronically via jobbnorge.no with your CV, diplomas and certificates attached. Applications submitted elsewhere will not be considered. Upon request, you must be able to obtain certified copies of your documentation.
Application deadline: 05.08.22
NTNU – knowledge for a better world
NTNU – knowledge for a better world
The Norwegian University of Science and Technology (NTNU) creates knowledge for a better world and solutions that can change everyday life.
Department of Computer Science
We are the leading academic IT environment in Norway, and offer a wide range of theoretical and applied IT programmes of study at all levels. Our subject areas include hardware, algorithms, visual computing, AI, databases, software engineering, information systems, learning technology, HCI, CSCW, IT operations and applied data processing. The Department has groups in both Trondheim and Gjøvik. The Department of Computer Science is one of seven departments in the Faculty of Information Technology and Electrical Engineering .