Handbook Of Texture Analysis(1st Edition)
Authors:
Mohammed Ghazal ,Ayman El Baz ,Jasjit S Suri
In Stock: 1 Left
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Expected shipping within 2 - 3 DaysPopular items with books
Total Price:
$94.51
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 0367483459, 978-0367483456
Book publisher:
Book Price $94.51 : The Major Goals Of Texture Research In Computer Vision Are To Understand, Model, And Process Texture And, Ultimately, To Simulate The Human Visual Learning Process Using Computer Technologies. In The Last Decade, Artificial Intelligence Has Been Revolutionized By Machine Learning And Big Data Approaches, Outperforming Human Prediction On A Wide Range Of Problems. In Particular, Deep Learning Convolutional Neural Networks (CNNs) Are Particularly Well Suited To Texture Analysis. This Volume Presents Important Branches Of Texture Analysis Methods Which Find A Proper Application In AI-based Medical Image Analysis. This Book:Discusses First-order, Second-order Statistical Methods, Local Binary Pattern (LBP) Methods, And Filter Bank-based MethodsCovers Spatial Frequency-based Methods, Fourier Analysis, Markov Random Fields, Gabor Filters, And Hough TransformationDescribes Advanced Textural Methods Based On DL As Well As BD And Advanced Applications Of Texture To Medial Image SegmentationIs Aimed At Researchers, Academics, And Advanced Students In Biomedical Engineering, Image Analysis, Cognitive Science, And Computer Science And EngineeringThis Is An Essential Reference For Those Looking To Advance Their Understanding In This Applied And Emergent Field.
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