Machine Learning for Multimedia Content Analysis by Yihong Gong (English) Paperb

$ 126.48

Author: Wei Xu, Yihong Gong Format: Trade Paperback Publisher: Springer gtin13: 9781441943538 Publication Name: Machine Learning for Multimedia Content Analysis Publication Year: 2010 Language: English ISBN: 9781441943538 Item Length: 9.3 in Item Width: 6.1 in Number of Pages: Xvi, 277 Pages Series: Multimedia Systems and Applications Ser. Subject: Image Processing, Intelligence (Ai) & Semantics, Interactive & Multimedia, Enterprise Applications / General, Computer Vision & Pattern Recognition Subject Area: Computers Book Title: Machine Learning for Multimedia Content Analysis Item Weight: 16.1 Oz ISBN-13: 9781441943538 Type: Textbook

Description

Machine Learning for Multimedia Content Analysis by Yihong Gong, Wei Xu Estimated delivery 3-12 business days Format Paperback Condition Brand New Description This volume introduces machine learning techniques that are particularly effective for modeling multimedia data and common tasks of multimedia content analysis. It demonstrates the application of key machine learning techniques through case studies. Publisher Description Challenges in complexity and variability of multimedia data have led to revolutions in machine learning techniques. Multimedia data, such as digital images, audio streams and motion video programs, exhibit richer structures than simple, isolated data items. A number of pixels in a digital image collectively conveys certain visual content to viewers. A TV video program consists of both audio and image streams that unfold the underlying story. To recognize the visual content of a digital image, or to understand the underlying story of a video program, we may need to label sets of pixels or groups of image and audio frames jointly.Machine Learning for Multimedia Content Analysis introduces machine learning techniques that are particularly powerful and effective for modeling spatial, temporal structures of multimedia data and for accomplishing common tasks of multimedia content analysis. This book systematically covers these techniques in an intuitive fashion and demonstrates their applications through case studies. This volume uses a large number of figures to illustrate and visualize complex concepts, and provides insights into the characteristics of many algorithms through examinations of their loss functions and straightforward comparisons.Machine Learning for Multimedia Content Analysis is designed for an academic and professional audience. Researchers will find this book an invaluable tool for applying machine learning techniques to multimedia content analysis. This volume is also suitable for practitioners in industry. Details ISBN 1441943536 ISBN-13 9781441943538 Title Machine Learning for Multimedia Content Analysis Author Yihong Gong, Wei Xu Format Paperback Year 2010 Pages 277 Edition 1st Publisher Springer-Verlag New York Inc. GE_Item_ID:137926276; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys

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