By Edward Y. Chang
ISBN-10: 3642204287
ISBN-13: 9783642204289
ISBN-10: 3642441289
ISBN-13: 9783642441288
"Foundations of Large-Scale Multimedia info administration and Retrieval: arithmetic of Perception" covers wisdom illustration and semantic research of multimedia info and scalability in sign extraction, facts mining, and indexing. The booklet is split into components: half I - wisdom illustration and Semantic research specializes in the major elements of arithmetic of belief because it applies to information administration and retrieval. those contain characteristic selection/reduction, wisdom illustration, semantic research, distance functionality formula for measuring similarity, and multimodal fusion. half II - Scalability matters provides indexing and disbursed tools for scaling up those parts for high-dimensional info and Web-scale datasets. The publication offers a few real-world functions and feedback on destiny study and improvement directions.
The publication is designed for researchers, graduate scholars, and practitioners within the fields of desktop imaginative and prescient, desktop studying, Large-scale facts Mining, Database, and Multimedia details Retrieval.
Dr. Edward Y. Chang was once a professor on the division of electric & machine Engineering, college of California at Santa Barbara, ahead of he joined Google as a examine director in 2006. Dr. Chang obtained his M.S. measure in machine technological know-how and Ph.D measure in electric Engineering, either from Stanford University.
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Foundations of Large-Scale Multimedia Information Management and Retrieval: Mathematics of Perception by Edward Y. Chang
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