By Edward Y. Chang
"Foundations of Large-Scale Multimedia details 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 e-book is split into elements: half I - wisdom illustration and Semantic research makes a speciality of the major elements of arithmetic of belief because it applies to facts administration and retrieval. those contain characteristic selection/reduction, wisdom illustration, semantic research, distance functionality formula for measuring similarity, and multimodal fusion. half II - Scalability concerns offers indexing and dispensed equipment for scaling up those parts for high-dimensional facts and Web-scale datasets. The e-book offers a few real-world purposes and comments on destiny study and improvement directions.
The e-book is designed for researchers, graduate scholars, and practitioners within the fields of desktop imaginative and prescient, computer studying, Large-scale info Mining, Database, and Multimedia info Retrieval.
Dr. Edward Y. Chang used to be a professor on the division of electric & machine Engineering, college of California at Santa Barbara, ahead of he joined Google as a learn director in 2006. Dr. Chang obtained his M.S. measure in computing device technology and Ph.D measure in electric Engineering, either from Stanford University.