11-04-2012, 01:33 PM
Introduction to the Course
1 Introduction to the Course.pptx (Size: 1.11 MB / Downloads: 69)
What Is Pattern Recognition?
Definitions:
“The assignment of a physical object or event to one of several pre-specified categories” –Duda and Hart
“A problem of estimating density functions in a high-dimensional space and dividing the space into the regions of categories or classes” – Fukunaga
Pattern Recognition is concerned with answering the question “What is this?” –Morse
Applications
Image Preprocessing / Segmentation
Computer Vision
Speech Recognition
Automated Target Recognition
Optical Character Recognition
Seismic Analysis
Man and Machine Diagnostics
Fingerprint Identification
Industrial Inspection
Financial Forecast
Medical Diagnosis
ECG Signal Analysis