Information Sciences

CISE Faculty: Murat Alanyali, David Castañón, Clement Karl, Eric Kolaczyk, Janusz Konrad, Ben Lubin and Venkatesh Saligrama. 

Overview: Research in the area of Information Sciences spans a variety of topics, including signal and image processing,  multiresolution signal modeling, multidimensional detection and estimation, geometric-based modeling and estimation, image encoding/decoding, and the integration of digital signal processing with signal understanding.

Research Impact: Applications that motivate this research include problems arising in automatic target detection and recognition, geophysical inverse problems (such as finding oil and analyzing the atmosphere), and medical estimation problems (such as tomography and MRI), auditory scene analysis, and spread-spectrum communications. The general goal is to develop efficient methods for the extraction of information from diverse data sources in the presence of uncertainty

Current Research Topics: signal and image processing, machine learning, medical imaging, video analytics, anomaly detection, inverse problems, synthetic aperture radar imagery

Research Spotlight: