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 and Schafer (1999 or 2009). Discrete-time Signal Processing, Prentice-Hall.
  • Smith (1997). The Scientist and Engineer's Guide to Digital Signal Processing, California Technical Publishing (link).
  • Papoulis and Pillai (2001). Probability, Random Variables, and Stochastic Processes, McGraw Hill.

Basics

  • Oppenheim, Willsky and Nawab (1996 or 2001). Signals and Systems. Prentice Hall.
  • Karu (1995). Signals and Systems Made Ridiculously Simple. ZiZi Press.

Probability and Classification

  • Duda, Hart and Stork (2000). Pattern classification. Wiley.
  • Bishop (1996). Neural Networks for Pattern Recognition, Oxford University Press.
  • Nabney (2004). Netlab: Algorithms for Pattern Recognition, Springer.
  • Gubner (2006). Probability and Random Processes for Electrical and Computer Engineers, Cambridge University Press (link).

ECG Analysis

  • Clifford, Azuaje, and McSharry (2006). Advanced Methods and Tools for ECG Data Analysis, Artech House (link).
    • .

Speech Analysis

  • Quatieri (2001). Discrete-Time Speech Signal Processing: Principles and Practice, Prentice Hall.

Image Processing and Medical Imaging

  • Lim (1989). Two-Dimensional Signal and Image Processing, Prentice Hall.
  • Gonzalez and Woods (2007). Digital Image Processing, Prentice Hall.
  • Epstein (2007). Introduction to the Mathematics of Medical Imaging, Society for Industrial and Applied Mathematics.
  • Webb (2009). The Physics of Medical Imaging, Taylor & Francis Group (link to 1988 edition).
  • Westbrook and Roth. (2005). MRI in Practice, Wiley & Sons.
  • Macovski (1997). Medical Imaging Systems, Prentice Hall.