Home

Course Outline

Assignments

Projects

Announcements

ENEE 633 / CMSC 828C: Statistical and Neural Pattern Recognition (Fall 2007)

Instructor : Dr. Rama Chellappa
Lecture hours : 9.30 to 10.45 am (Mon, Wed)
Class room : EGR 0135
Text Book : Christopher M. Bishop, "Pattern Recognition and Machine Learning", Springer, 2006

Home

Course Outline

Assignments

Projects

Announcements


Contact Information :

Instructor : Dr. Rama Chellappa
4411 A.V.Williams
Ph : 301 405 3656
Fax : 301 314 9115
Email : rama AT cfar DOT umd DOT edu

Office hours : Mon & Wed - 11.00 am to 1.00 pm



Teaching Assistant : Narayanan Ramanathan
4455 A.V.Williams
Ph : 301 405 1752
Email : ramanath AT cfar DOT umd DOT edu

Office hours : Tue & Thu - 3.00 pm to 5.00 pm (or by email)

Additional Course Information :

  1. Grading : Assignments (15 %) , Projects (20 %), Midterm Exam (25 %) and Final Exam (40%).
  2. Pre-requisites : ENEE 620 or Instructor's permission

Assignment :

  1. Assignment 1 : Solutions are to be turned in on 17th Sept 07. The second question is based on the material discussed in Duda,Hart and Stock. The requisite material will be made available in class on 10th Sept 07. [NEW]

Recommended refences :

  1. Richard O. Duda, Peter E. Hart, and David G. Stork. Pattern Classification. Wiley, 2001.
  2. Lawrence R. Rabiner, A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition. Proceedings of the IEEE, 77 (2), p. 257–286, February 1989.[pdf]
  3. C.J.C. Burges. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 2(2):955-974, 1998 [pdf]
  4. K.-R. Müller, S. Mika, G. Rätsch, K. Tsuda, and B. Schölkopf. An introduction to kernel-based learning algorithms. IEEE Neural Networks, 12(2):181-201, May 2001 [pdf]