Notebooks

New Page

Recent Advancements in DIP

Syllabus - Digital Image Processing (AD 603 (B))

Principles of pattern recognition

Basics of linear algebra and vector spaces

Eigen values, eigen vectors, Rank of matrix and SVD

Bayesian decision theory, Classifiers, Discriminant functions, Decision surfaces

Parameter estimation methods, Hidden Markov models

Dimension reduction methods, Fisher discriminant analysis, Principal component analysis

Non-parametric techniques for density estimation, nonmetric methods for pattern classification, unsupervised learning

Algorithms for clustering: Kmeans, Hierarchical and other methods

← Previous
1
2
…
251
252
253
254
255
256
257
258
259
…
929
930
Next →