Free PDF Machine Learning for Audio Image and Video Analysis Theory and Applications (Advanced Information and Knowledge Processing)
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Book Details :
Published on: 2015-07-24
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Original language: English
This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of appendices provides the reader with self-contained introductions to the mathematical background necessary to read the book.Divided into three main parts, From Perception to Computation introduces methodologies aimed at representing the data in forms suitable for computer processing, especially when it comes to audio and images. Whilst the second part, Machine Learning includes an extensive overview of statistical techniques aimed at addressing three main problems, namely classification (automatically assigning a data sample to one of the classes belonging to a predefined set), clustering (automatically grouping data samples according to the similarity of their properties) and sequence analysis (automatically mapping a sequence of observations into a sequence of human-understandable symbols). The third part Applications shows how the abstract problems defined in the second part underlie technologies capable to perform complex tasks such as the recognition of hand gestures or the transcription of handwritten data. Microsoft Research Emerging Technology Computer and ... Research Research. Research Home; Research areas. Algorithms Artificial intelligence Computer systems and networking EasyBib: Free Bibliography Generator - MLA APA Chicago ... EasyBib Pro Features. APA Harvard Chicago and 7000 additional formats; No advertisements! Unlimited cloud backup of all your citations IEEE Xplore Digital Library IEEE Xplore. Delivering full text access to the world's highest quality technical literature in engineering and technology. IEEE Xplore: IEEE Transactions on Image Processing IEEE Transactions on Image Processing focuses on signal-processing aspects of image processing imaging systems and image scanning display and printing. Computer - Wikipedia The Antikythera mechanism is believed to be the earliest mechanical analog "computer" according to Derek J. de Solla Price. It was designed to calculate astronomical ... Techmeme Video shows early iPhone prototype with an iPod-like interface and a software click wheel While it has always been known that Apple considered a variety of ideas ... Global summit and Expo on Multimedia & Applications Welcome Message . Welcome to the 3rd Global Summit and Expo on Multimedia and Artificial Intelligence 2017 it follows the two very successful ones held respectively ... Big data - Wikipedia Big data is a term for data sets that are so large or complex that traditional data processing applications are inadequate to deal with them. Challenges include ... Lynda: Online Courses Class Training Tutorials Limitless learning limitless possibilities. Learning can happen anywhere with our apps on your computer mobile device and TV featuring enhanced navigation and ... Browse Coursera Coursera. Coursera provides universal access to the worlds best education partnering with top universities and organizations to offer courses online.
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