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Outline of this work. The following three chapters introduce different topics that underlie the linguistic data discussed in the bulk of this dissertation. Chapter 2 presents an overview of Shiwiar grammar from a typological perspective and it explains the relationship of Shiwiar to the rest of the Chicham languages, as well as to other unrelated languages spoken in the area. Chapter 3 introduces the Shiwiar people, their history and their culture. It also includes observations about the use of language in Shiwiar communities from a sociolinguistic standpoint. Chapter 4 is a detailed description of the data sources, the methodology used for data collection, and information about the primary data that this thesis is based on.
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Outline of this work. In this dissertation we develop new, open source Java software for scientific com- puting and image processing with an emphasis on solving large-scale inverse problems. The rest of this work is organized as follows. Chapter 2 describes math- ematical theory and computational methods for solving two important classes of image processing algorithms: deconvolution and super-resolution. In Chapter 3 we motivate the choice of Java for our imaging applications and describe a high- performance Java library for scientific computing and image processing, which we call Parallel Colt. Chapter 4 discusses the details of the implementation, usage examples and benchmarking of various image processing algorithms implemented on top of Parallel Colt. Conclusions are summarized in Chapter 5. In Appendix A we describe the derivation of a fast Fourier transform algorithm and Appendix B provides information about software packages that use the libraries and plugins described in this work.
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