Wavelets and Multiresolution Imaging (same as MA 415)
Wavelets and multiresolution signal processing with an emphasis on 2Dand 3D cases. STFT, wavelet analysis, wavelet packets, DWT. Multirate filterbanks, PR and paraunitary conditions, multidimensional filters, multidimensional sampling lattices. Bases, frames and sparse representations. Image and video applications such as: compression, noise reduction, tomography and other inverse problems, hyperspectral imaging, compressive sensing. Coursework includes MATLAB projects and readings in the technical literature.
3 credits. Prerequisites: ECE 310 and Ma 326 or permission of instructor
Course Code: ECE 415