Hy,
Nice blog and amazing articles about Pattern Recognition.
Doing my research I find several books about Pattern recognition in field of Techniques, Segmentation, Technology and Applications.
A wealth of advanced pattern recognition algorithms are emerging from the interdiscipline between technologies of effective visual features and the human-brain cognition process.
The present books are intended to collect representative researches around the globe focusing on low-level vision, filter design, features and image descriptors, data mining and analysis, and biologically inspired algorithms.
Research in computer vision has exponentially increased in the last two decades due to the availability of cheap cameras and fast processors.
This is the link : http://www.intechopen.com/search/?q=Books: Pattern recognition
Books are free to download.
Understanding outliers with interactive scatter
How to choose a classifier? How to train my detection system? Yes, we do have a set of classifiers at our disposal, and we can "try" different approaches. But, in the end, our choice or direction is driven by our intuition. To develop an intuitive feeling of what might work for our problem, it is important to understand our data.
Interactive visualization tools come to our aid in building this understanding. The sdscatter of PRSD Studio helps us to visualize different sets of labels, focus only on the classes of interest, connect the sample in the feature space with its original image.
In this short video we show how simple interactive tools help us understand what causes the outliers and how we can easily remove them.
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Comments
Dear Joanna,
thank you for your kind words and for the link. The site contains some very nice books!
Pavel