Advanced Topics in Digital Image Processing
Code
10513
Academic unit
Faculdade de Ciências e Tecnologia
Department
Departamento de Engenharia Electrotécnica
Credits
6.0
Teacher in charge
André Teixeira Bento Damas Mora
Weekly hours
4
Total hours
56
Teaching language
Português
Objectives
Provide the students with advanced knowledge of digital image processing and GPU processing.
Prerequisites
It is recommended that the students attend the course of Sensorial Systems before taking TAPDI, in order to learn the basics of digital image processing.
Subject matter
JPEG Image Compression
Watermarking
Image processing on the frequency domain
Image restoration
Watershed Transform
Hough Transform
Search image by content
High Speed- Imaging
Thermal Imaging
Image Processing on GPU - OpenCL
Bibliography
Gonzalez, R., & Woods, R. (2007). Digital Image Processing - third edition. Prentice-Wall.
Munshi, A., Gaster, B., Mattson, T. G., & Ginsburg, D. (2011). OpenCL Programming Guide (p. 648). Pearson Education. Retrieved from http://books.google.com/books?id=M-Sve_KItQwC&pgis=1
Scarpino, M. (2011). OpenCL in Action: How to Accelerate Graphics and Computation (p. 434). Manning Publications Company.
Teaching method
Theoretical classes for presentation of the basic concepts and practical classes for the development of small exercises that explore the underlying concepts. The practical classes will be based on guidelines previously provided to guide the students in the preparation of the practical exercises. The course final project will seek to integrate the largest number of concepts in order to provide an opportunity for integration and consolidation of knowledge.
Evaluation method
Students will be assessed through a written research paper to be presented publicly during class and by a final project that will be discussed with the teachers of the discipline.
FG = Pratical_G *45% + Presentation_G *15% + article_G * 40%
Final Project delivery date:
Presentation and article delivery date: