HST.582J/6.555J/16.456J
 Course Resources
[ General | MATLAB | Athena | Related Links | Bibliography ]


General:


MATLAB Resources:


Athena / UNIX Resources:


Related Links:


Bibliography:

General
  • Oppenheim, Schafer, and Buck (1999). Discrete-time Signal Processing, Prentice-Hall.
  • Papoulis and Pillai (2001). Probability, Random Variables, and Stochastic Processes, McGraw Hill.

Basics

  • Oppenheim, Willsky and Nawab (1997). Signals and Systems. Prentice Hall.
  • Karu (1994). Signals and Systems Made Ridiculously Simple.

Probability and Classification

  • Duda and Hart (1973). Pattern classification and scene analyis, Wiley. OR
  • Duda, Hart and Stork (2000). Pattern classification. Wiley.
  • Bishop (1995). Neural Networks for Pattern Recognition, Oxford University Press.
  • Nabney (2004). Netlab: Algorithms for Pattern Recognition, Springer (web link).
  • Gubner (2006). Probability and Random Processes for Electrical and Computer Engineers, Cambridge University Press.

ECG Analysis

  • Clifford, Azuaje, and McSharry (2006). ECG Data Analysis, Artech House (web link).
    • .

Speech Analysis

  • Rabiner and Schafer (1978). Digital Processing of Speech Signals, Prentice-Hall.
  • Quatieri (2001). Discrete-Time Speech Signal Processing: Principles and Practice, Prentice Hall.

Image Processing and Medical Imaging

  • Lim (1990). Two-Dimensional Signal and Image Processing, Prentice Hall.
  • Gonzalez and Woods (2008). Digital Image Processing, Addison-Wesley.
  • Epstein (2003). Mathematics of Medical Imaging, Prentice Hall.
  • Webb (1988). The Physics of Medical Imaging, Adam Hilger.
  • Westbrook and Kaut. (2005). MRI in Practice, Blackwell Science, Inc.
  • Macovski (1997). Medical Imaging Systems, Prentice Hall.