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Browsing items in: Computer Science Graduate Research

(6 results)



Display: 20

    • Machine vision : a survey

    • Phillips, David;
    • This paper surveys the field of machine vision from a computer science perspective. It is written to act as an introduction to the field and presents the reader with references to specific implementations. Machine vision is a complex and developing...
    • Computer vision ; Image processing;
    • Finding Nash equilibria in two-player, zero sum games

    • Wimpee, Jeffrey;
    • In many games, it is desirable to find strategies for all players that simultaneously maximize their respective worst-case payoffs. A set of strategies satisfying this criterion is called a Nash equilibrium. Because the search space of possible...
    • Game theory;
    • Information extraction in text mining

    • Mullins, Matt;
    • Text mining’s goal, simply put, is to derive information from text. Using multitudes of technologies from overlapping fields like Data Mining and Natural Language Processing we can yield knowledge from our text and facilitate other processing....
    • Data mining ; Text processing (Computer science) ;
    • A survey of transfer learning methods for reinforcement learning

    • Bone, Nicholas;
    • Transfer Learning (TL) is the branch of Machine Learning concerned with improving performance on a target task by leveraging knowledge from a related (and usually already learned) source task. TL is potentially applicable to any learning task, but...
    • Machine learning;
    • Combined object recognition approaches for mobile robotics

    • Gerard, Rusty;
    • There are numerous solutions to simple object recognition problems when the machine is operating under strict environmental conditions (such as lighting). Object recognition in real-world environments poses greater difficulty however. Ideally...
    • Computer vision; Remote sensing; Optical detectors;

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