Free Ebook Feature Extraction & Image Processing
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Feature Extraction & Image Processing
Free Ebook Feature Extraction & Image Processing
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About the Author
Mark Nixon is the Professor in Computer Vision at the University of Southampton UK. His research interests are in image processing and computer vision. His team develops new techniques for static and moving shape extraction which have found application in biometrics and in medical image analysis. His team were early workers in automatic face recognition, later came to pioneer gait recognition and more recently joined the pioneers of ear biometrics. With Tieniu Tan and Rama Chellappa, their book Human ID based on Gait is part of the Springer Series on Biometrics and was published in 2005. He has chaired/ program chaired many conferences (BMVC 98, AVBPA 03, IEEE Face and Gesture FG06, ICPR 04, ICB 09, IEEE BTAS 2010) and given many invited talks. Dr. Nixon is a Fellow IET and a Fellow IAPR.
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Product details
Paperback: 424 pages
Publisher: Academic Press; 2 edition (January 22, 2008)
Language: English
ISBN-10: 0123725380
ISBN-13: 978-0123725387
Product Dimensions:
6.7 x 0.9 x 9.6 inches
Shipping Weight: 1.6 pounds (View shipping rates and policies)
Average Customer Review:
4.4 out of 5 stars
4 customer reviews
Amazon Best Sellers Rank:
#614,134 in Books (See Top 100 in Books)
The writing style of this book is very good, and there is a bit of light hearted humour here and there.I fact I find it rather hard to put down, which is rather rare for a technical book like this.It's very well pitched for someone like me who has had almost zero experienced at processing pictures with programmes, but who has used a few of these techniques insoftware like Corel Photopaint.The author does a pretty good job at explaining concepts like frequency domain analysis, it could be the first introduction you will ever have.The explanations on projective geometry are a little too hastily written in my opinion, but I haven't seen an entirely satisfactory text on this subject yet.The book is a little out of date already as it doesn't mention the SURF technique (which was invented in 2006, see the Wikipedia).Still, all in all a very good place to start, but by no means a reference book.
I am reading this book. The explanations are clear, the code helps in deploying the algorithms, clarifying and strengthening past knowledge, and introducing new features. The book already helped me in finding new features for my work. It's a great read for anyone from novice until advanced. I recommend it with all my heart.
Very useful book, full of great informations, accompanied of many examples. Very fast delivery (to Czech Republic), but book came slightly damaged.
How to define and find features in an image is the core of this book. Unlike broader texts on image recognition, like Davies' Machine Vision : Theory, Algorithms, Practicalities, Nixon and Aguado specialise to what researchers might regard as a crucial issue.There is some amount of background, of course. Like explaining how the Hough transform works in a dual image space. But in this example, as others, the book gives a more indepth mathematical treatment than Davies. So the Hough transform is described for lines, which Davies does, but also for polar representations of lines, and for circles and ellipses. One effect is to give you enough case studies of how Hough transforms are found, that you can make your own, for some geometrical object to search for in your images.
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