From Global to Local Statistical Shape Priors: Novel Methods to Obtain Accurate Reconstruction Results with a Limited Amount of Training Shapes (Studies in Systems, Decision and Control)

by Carsten Last


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From Global to Local Statistical Shape Priors: Novel Methods to Obtain Accurate Reconstruction Results with a Limited Amount of Training Shapes (Studies in Systems, Decision and Control) Carsten Last
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Carsten Last
All..rights..reservedFind...more...libraries...Librarian?...Claim...your...library...to...From...global...to...local...statistical...shape...priors...:...novel...methods...to...obtain...accurate...reconstruction...results...with...a...limited...amount...of...training...shapes...Author:...Carsten...Last...Publisher:...Cham,...Switzerland...:...Springer,...[2017]...2017...Series:...Studies...in...systems,...decision...and...control,...vThe..proposed..protocols..can..be..used..to..assess..generated..sequences..of..arbitrary..lengthOrganizers:...Jonas...Wulff...Learning...to...segment...moving...objects...Talk...19...May...2017......14:00...15:00...Cordelia...Schmid...Greenhouse...(PS)...This...talk...addresses...the...task...of...segmenting...moving...objects...in...unconstrained...videosPlease..select..Ok..if..you..would..like..to..proceed..with..this..request..anyway.RIS..Papers..Reference..Manager..RefWorks..Zotero..The...Complexity...TrapFinally,...we...evaluate...our...proposed...method...on...two...of...the...largest...motion-...capture...datasets...available...to...date...and...show...that...our...model...outperforms...the...state-of-the-art...on...a...variety...of...actions,...including...cyclic...and...acyclic...motion,...and...that...it...can...produce...natural...looking...sequences...over...longer...time...horizons...than...previous...methodsAs...a...first...step...towards...dealing...with...the...uncertainty,...we...have...introduced...a...game...theoretical...framework...to...obtain...the...users...privacy...guarantee...independent...of...the...randomly...chosen...recogniser...(within...some...fixed...set)Common..approaches..to..cope..with..this..problem..are..to..model..the..shape..variability..independently..across..predefined..segments..or..to..allow..artificial..shape..variations..that..cannot..be..explained..through..the..training..data,..both..of..which..have..their..drawbacksBuy....this....book....eBook....$99.00....price....for....USA....(gross)....Buy....eBook....ISBN....978-3-319-53508-1....Digitally....watermarked,....DRM-free....Included....format:....PDF,....EPUB....ebooks....can....be....used....on....all....reading....devices....Immediate....eBook....download....after....purchase....Hardcover....$129.00....price....for....USA....Buy....Hardcover....ISBN....978-3-319-53507-4....Free....shipping....for....individuals....worldwide....Usually....dispatched....within....3....to....5....business....daysThe..E-mail..Address(es)..you..entered..is(are)..not..in..a..valid..formatBe...the...firstDepartment..Talks..

The..two..streams..of..the..network..encode..spatial..and..temporal..features..in..a..video..sequence..respectively,..while..the..memory..module..captures..the..evolution..of..objects..over..timeSpringer....International....Publishing;....March....2017270....pages;....ISBN....9783319535081Read....online,....or....download....in....secure....PDF....format....Title:....From....Global....to....Local....Statistical....Shape....Priors....Author:....Carsten....Last....News....Tweets....ContentsNo....entry....found....Basics.-....Statistical....Shape....Models....(SSMs).-....A....Locally....Deformable....Statistical....Shape....Model....(LDSSM).-....Evaluation....of....the....Locally....Deformable....Statistical....Shape....Model.-....Global-To-Local....Shape....Priors....for....Variational....Level....Set....Methods.-....Evaluation....of....the....Global-To-Local....Variational....Formulation.-....Conclusion....and....OutlookFurthermore,...we...introduce...the...notion...and...application...of...cross-modal...or...multi-view...learning,...where...abundance...of...data...coming...from...various...views...representing...the...same...object...at...training...time,...can...be...leveraged...in...a...semi-supervised...setting...to...boost...estimations...at...test...time>...#...Carsten...Last...a...schema:Person...;...schema:familyName..."Last"...;...schema:givenName..."Carsten"...;...schema:name..."Carsten...Last"...;Be....the....firstfor....pose....estimation)Computational..Intelligence>...#...Artificial...Intelligence...(incl 07f867cfac
Carsten Last

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