I'm trying to write a new computer vision textbook. I'm going to post updated versions here as I do so. The plan is to first teach probability and machine learning and then present each chapter as a different model with associated learning and inference algorithms.
Saturday, October 22, 2011
Book website
I've now put up a main website for the book. It contains not only the draft but also powerpoint slides and other helpful links and information. You can find it at http://www.computervisionmodels.com.
Friday, September 23, 2011
Final Version
The final version of the book is now online. I've fixed a lot of mistakes in the last couple of weeks and I've written a proper introductory chapter. I've managed to decrease the size of the file a little too. The book has now been submitted to the publisher, but please mail me if you find any errata - I'm sure there are still loads. I can still correct things when I get the proofs (around December, apparently).
Saturday, September 3, 2011
Final edits
Loads of tiny changes since last time, but nothing significant. Just trying to work out the remaining kinks now and don't expect to be adding any more content except for a short introduction. If you find any problems, please mail me about them ASAP before the book goes off to the publishers!
Tuesday, August 16, 2011
Shape models
Lots of minor changes but two big things. I've done quite a bit of work on the shape chapter, and I think it's finally got to the stage where I'm not too embarrassed about it any more. I've also moved the preprocessing appendix into the middle of the book at the request of several readers who thought it was too important to be appendicised.
In addition, I've done some work on the multi-view geometry chapter, responding to the comments of a (surprisingly helpful) reviewer.
Enjoy!
In addition, I've done some work on the multi-view geometry chapter, responding to the comments of a (surprisingly helpful) reviewer.
Enjoy!
Monday, July 18, 2011
Minor update
Only a few minor changes since last time based on feedback people have sent me and a general clean-up of Chapter 18. Still plenty more mistakes in there though, I think, so please keep sending in the feedback.
Tuesday, July 12, 2011
Update
Since last time, I've just corrected a lot of tiny errors (thanks to people who helped me by mailing in errata) and worked on the index, which is now in much better shape. Plan for the next couple of weeks is to work on the shape and visual words chapters...
Sunday, July 3, 2011
Update
Another update yesterday. I've corrected many small mistakes throughout the book. I've worked on the description of the EM algorithm and added a couple of figures. I've also done a lot of work on the shape chapter - I'm about half way through, but it's more coherent & correct now.
If you are planning on reading the book, then please please please try to find the time to mail me some comments. They are proving so useful to me and the quality is really increasing I think.
If you are planning on reading the book, then please please please try to find the time to mail me some comments. They are proving so useful to me and the quality is really increasing I think.
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