SPS Webinars

As a popular signal modeling technique, sparse representation (SR) has achieved great success in image fusion during the last decade. However, due to…

Many problems encountered in sensing and imaging can be formulated as estimating a low-rank object from incomplete, and possibly corrupted, linear…

The 2022 International Conference on Acoustics, Speech, & Signal Processing (ICASSP) invites proposals for its Signal Processing Grand Challenges…

Adaptive (i.e., data-driven) methods have become very popular these last decades. Among the existing techniques, the empirical mode decomposition has…

This webinar will demonstrate how deep learning can solve difficult communication problems that prior approaches often fail with two case studies…

We study the dual problem of image super-resolution (SR), which we term image compact-resolution (CR). Opposite to image SR that hallucinates a…

Facial expressions are configurations of different muscle movements in the face. The local characters of muscle movements play an important role in…

This webinar will discuss the MMSE channel estimator for a simple SIMO system model, without knowledge of the required channel statistics. Although…

Graphs are generic models of signal structure that can help to learn in several practical problems. To learn from graph data, we need scalable…

With the current rollout of 5G, the focus of the research community is shifting towards the design of the next generation of mobile systems, e.g., 6G…