Advanced Pattern Recognition Methods (Year VI, 2-nd semester)

Romanian class: Code: APRM.105.AC.25.01-M2 ; Lecturer: Sergiu Nedevschi

Lecture Curricula

Mid-level  Vision

Segmentation by Clustering

Segmentation by Fitting a Model

Segmentation and Fitting using Probabilistic Methods

Tracking with Linear Dynamic Models

High-level Vision: Geometric Methods

Model-Based Vision

Smooth Surfaces and their Outlines

Aspect Graphs

Range Data

High-level Vision

Probabilistic and Inferential Methods

Finding Templates using Classifiers

Recognition by Relations between Templates

Geometric Templates from Spatial Relations

Textbooks and references

D. Forsyth, J. Ponce, Computer Vision - A Modern Approach, Prentice Hall, 2003

E. Trucco, A. Verri, Introductory Techniques for 3-D Computer Vision, Prentice Hall, 1998

R. Gonzales, R. Woods, Digital Image Processing, Addison-Wesley, 2002