• 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 Awards

  • 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. S. Shankar Sastry, 2001. Thomas F. Budinger, 1996. David G. Messerschmitt, 1990.
  • American Academy of Arts and Sciences Member: Jitendra Malik, 2013. Bin Yu, 2013. Michael Jordan, 2010. S. Shankar Sastry, 2003.
  • Berkeley Citation: S. Shankar Sastry, 2018. Edward A. Lee, 2018. David G. Messerschmitt, 2005. Thomas F. Budinger, 2004.
  • Sloan Research Fellow: Preeya Khanna, 2024. Ren Ng, 2017. Michael Lustig, 2013. Benjamin Recht, 2011. Martin Wainwright, 2005.

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