Signal Processing (SP)

Overview

Topics

  • Theory and Algorithms

    Adaptive signal processing, machine learning, and signal modeling; indexing, searching, and retrieval; Multirate and multi-channel processing; Restoration and enhancement; Signal analysis, identification, spectral estimation, and understanding; Signal representation, compression, coding, quantization and sampling; Statistical signal processing, detection, estimation, and classification; Watermarking, encryption, and data hiding; Wavelets, filter banks, time frequency techniques

  • Signal Processing Applications

    Audio, speech, image, and video processing; graphics; Biological & biomedical signals; Computer vision; Radar and lidar; Geophysical signals; Synthetic signals; Astronomical signals

  • Signal Processing Systems

    VLSI architectures; Embedded and real-time software; Capture, acquisition, and sensing; Sensor networks; Imaging; Auditory enhancement

Research Centers

Faculty

Primary

Secondary

Faculty Awards

  • IEEE Edison Medal: Robert W. Brodersen, 2016.
  • National Academy of Sciences (NAS) Member: Jitendra Malik, 2015. Bin Yu, 2014. Michael Jordan, 2010.
  • National Academy of Engineering (NAE) Member: Jitendra Malik, 2011. Michael Jordan, 2010. Thomas F. Budinger, 1996. David G. Messerschmitt, 1990. Robert W. Brodersen, 1988.
  • American Academy of Arts and Sciences (Amacad) Member: Jitendra Malik, 2013. Bin Yu, 2013. Michael Jordan, 2010.
  • Berkeley Citation: Edward A. Lee, 2018. Robert W. Brodersen, 2015. David G. Messerschmitt, 2005. Thomas F. Budinger, 2004.
  • Sloan Research Fellow: Ren Ng, 2017. Michael Lustig, 2013. Benjamin Recht, 2011. Martin Wainwright, 2005.

Related Courses