Fortunately, I have another opportunity to complete my presentation on Markov models which I have partly published before. This time I have made some significant changes:
- Added a section discussing the motivation of Markov chains.
- Included three algorithms of HMM with detailed ideas and equations.
- Finally, to complete a talk on Markov models, I have also included a short review on Markov Random Field and its application in image segmentation. However I don’t have enough time so this section is pretty short and lack of some details. This is a fundamental subject so you can read about it in various textbooks.
Well, honestly this is the longest presentation I have ever made (with 107 pages). Actually I will have to present it this afternoon. I’m not sure how much time it will take to present this slide completely, but you can be sure that it takes me a lot of time (and many stay-up-late nights) to be completed. So if you are gonna adopt it for your own purpose, please take it with care 
Due to this slide, the tutorial on QR algorithm is temporarily corrupted. I will post the final section on QR algorithm soon (hopefully before the weekend).
