Titlebook: Dictionary Learning in Visual Computing; Qiang Zhang,Baoxin Li Book 2015 Springer Nature Switzerland AG 2015

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https://doi.org/10.1007/978-94-010-3601-6pted to different visual computing tasks. Along the way, by summarizing some of the key technological components of the approaches reviewed below, we also intend to bring a reader’s attention to those applicationspecific techniques or sometimes seemingly small “tweaks” that are often essential to the successful deployment of the general idea.

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Fundamental Computing Tasks in Sparse Representation, certain properly defined dictionaries. Hence, sparse learning and dictionary learning will be often interchangeably used in this book. In general, sparsity of representation is introduced to seek a trade-off between goodness-of-fit (e.g., reconstruction errors) and simplicity (i.e., sparsity in thi

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Applications of Dictionary Learning in Visual Computing,t literature suggests that significant progresses have been obtained by recent approaches based on the general dictionary learning idea, when compared with more conventional approaches. As the focus of this book is on visual computing applications, we now illustrate how the general idea has been ada

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An Instructive Case Study with Face Recognition,d for various types of applications. The examples and discussion in the previous chapters only serve to illustrate a fraction of the diversity and general applicability of sparse representation and its various algorithms. In this chapter, we use a well-studied application, face recognition, as a cas

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Metaconstitutionalising Secession: The , and Scotland (In Europe), . influenced the framing of the putative Scottish secession in the European legal imagination on three levels. Firstly, the Canadian Supreme Court’s treatment of the right to external self-determinationinformed the content of a normative conception of the “principle of constitutional tolerance” whi

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Book 2005.Practical Common Lisp. presents a thorough introduction to Common Lisp, providing you with an overall understanding of the language features and how they work. Over a third of the book is devoted to practical examples, such as the core of a spam filter and a web application for browsing MP3s and st

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Kinder und Jugendliche unter beengten Wohn-und Wohnumfeldbedingungen,und natürlichen Umwelt auf Kinder st?rker auswirken als auf Erwachsene und Kinder sich negativen Umwelteinflüssen auch weniger leicht entziehen k?nnen. Welche konkreten M?ngel und Defizite sind es, die vor allem ins Gewicht fallen?