By Michael Breuß,Alfred Bruckstein,Petros Maragos,Stefanie Wuhrer

ISBN-10: 3319247247

ISBN-13: 9783319247243

This ebook offers fresh advances within the box of form research. Written by means of specialists within the fields of continuous-scale form research, discrete form research and sparsity, and numerical computing who hail from assorted groups, it offers a different view of the subject from a vast variety of perspectives.

Over the decade, it has develop into more and more cheap to digitize form details at excessive answer. but reading and processing this information is still difficult end result of the great amount of knowledge concerned, and since smooth functions corresponding to human-computer interplay require real-time processing. assembly those demanding situations calls for interdisciplinary techniques that mix options from a number of learn components, together with numerical computing, differential geometry, deformable form modeling, sparse facts illustration, and laptop studying. at the algorithmic facet, many form research projects are modeled utilizing partial differential equations, which might be solved utilizing instruments from the sphere of numerical computing. The fields of differential geometry and deformable form modeling have lately all started to persuade form research tools. additionally, instruments from the sphere of sparse representations, which goal to explain enter info utilizing a compressible illustration with appreciate to a collection of rigorously chosen simple components, have the aptitude to seriously decrease the volume of knowledge that should be processed healthy research projects. The comparable box of computer studying deals related potential.

The objective of the Dagstuhl Seminar on New views suit research held in February 2014 was once to handle those demanding situations with assistance from the newest instruments on the topic of geometric, algorithmic and numerical strategies and to compile researchers on the leading edge of form research who can interact to spot open difficulties and novel ideas. The booklet as a result of this seminar will attract researchers within the box of form research, snapshot and imaginative and prescient, from those that are looking to turn into extra conversant in the sector, to specialists drawn to studying concerning the most recent advances.​

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Perspectives in Shape Analysis (Mathematics and Visualization) by Michael Breuß,Alfred Bruckstein,Petros Maragos,Stefanie Wuhrer

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