Journal ArticleDOI
Bayesian-Based Iterative Method of Image Restoration
TLDR
An iterative method of restoring degraded images was developed by treating images, point spread functions, and degraded images as probability-frequency functions and by applying Bayes’s theorem.Abstract:
An iterative method of restoring degraded images was developed by treating images, point spread functions, and degraded images as probability-frequency functions and by applying Bayes’s theorem. The method functions effectively in the presence of noise and is adaptable to computer operation.read more
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Journal ArticleDOI
Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy
TL;DR: An overview of some of the recent work using deep neural networks to advance computational microscopy and sensing systems, also covering their current and future biomedical applications.
Journal ArticleDOI
Wide field-of-view lens-free fluorescent imaging on a chip
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Journal ArticleDOI
Bayesian deconvolution I: Convergent properties
TL;DR: In this article, an iterative procedure to achieve spectral deconvolution by application of Bayes' postulate is presented, and an analytical treatment for a Gaussian response function is used to indicate how the resolution attained depends upon the number of iterations.
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Modelling the huge, Herschel-resolved debris ring around HD 207129
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TL;DR: In this paper, the authors used an empirical power-law approach to the distribution of dust and then model the production and removal of dust by means of collisions, direct radiation pressure, and drag forces.
Journal ArticleDOI
Studies of jet mass in dijet and W/Z + jet events
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Jenkins,Kurtis F Johnson,Harrison Prosper,Venkatesh Veeraraghavan,Marc Weinberg,Marc M Baarmand,Brian Dorney,Marcus Hohlmann,Himali Kalakhety,I. Vodopiyanov,Francisco Yumiceva,M. R. Adams,Leonard Apanasevich,Y. Bai,V. E. Bazterra,Russell Richard Betts,Inga Bucinskaite,J. Callner,Richard Cavanaugh,Olga Evdokimov,L. Gauthier,Cecilia Elena Gerber,David Jonathan Hofman,S. Khalatyan,Florent Lacroix,Christine O'Brien,Christopher Silkworth,D. M. Strom,Paul Turner,Nikos Varelas,Ugur Akgun,E. A. Albayrak,Burak Bilki,Burak Bilki,Warren Clarida,Firdevs Duru,S. Griffiths,Jean-Pierre Merlo,Hamit Mermerkaya,Hamit Mermerkaya,Alexi Mestvirishvili,Anthony Moeller,Jane Nachtman,C. R. Newsom,E. Norbeck,Yasar Onel,Ferhat Ozok,Ferhat Ozok,Sercan Sen,Ping Tan,Emrah Tiras,James Wetzel,T. Yetkin,T. Yetkin,Kai Yi,B. A. Barnett,Barry Blumenfeld,S. Bolognesi,David Fehling,G. Giurgiu,Andrei Gritsan,G. Hu,Petar Maksimovic,Melody A. Swartz,Andrew Whitbeck,Philip Baringer,Alice Bean,Gabriele Benelli,Raymond Patrick Kenny Iii,Michael Murray,Daniel Noonan,Stephen Sanders,R. Stringer,G. Tinti,J. S. Wood,A. F. Barfuss,T. A. Bolton,Irakli Chakaberia,Andrew Ivanov,Sadia Khalil,Mikhail Makouski,Yurii Maravin,S. Shrestha,I. Svintradze,J. Gronberg,D. J. Lange,Finn Rebassoo,Douglas Wright,A. Baden,Brian Calvert,Sarah Catherine Eno,J. A. Gomez,Nicholas John Hadley,R. G. Kellogg,M. Kirn,Ted Kolberg,Ying Lu,Matthieu Marionneau,Alice Mignerey,Kevin Pedro,A. Peterman,Andris Skuja,J. Temple,Marguerite Tonjes,Suresh C Tonwar,Aram Apyan,G. Bauer,Joshua Bendavid,Wit Busza,Erik Butz,Ivan Amos Cali,M. Chan,Valentina Dutta,G. Gomez Ceballos,Maxim Goncharov,Yongsun Kim,Markus Klute,K. Krajczar,K. Krajczar,Andrew Levin,Paul David Luckey,Teng Ma,Steve Nahn,Christoph Paus,Duncan Ralph,Christof Roland,Gunther Roland,M. S. Rudolph,George Stephans,Fabian Stockli,Konstanty Sumorok,Kevin Sung,Dragos Velicanu,Edward Allen Wenger,Roger Wolf,Bolek Wyslouch,Mingming Yang,Yetkin Yilmaz,A. S. Yoon,Marco Zanetti,Victoria Zhukova,Bryan Dahmes,A. De Benedetti,Giovanni Franzoni,Alexander Gude,J. Haupt,S. C. Kao,Kevin Klapoetke,Yuichi Kubota,Jeremy Mans,Nathaniel Pastika,Roger Rusack,M. Sasseville,A. Singovsky,Norbert Tambe,Jared Turkewitz,L. M. Cremaldi,R. Kroeger,L. Perera,R. Rahmat,D. A. Sanders,Ekaterina Avdeeva,Kenneth Bloom,Suvadeep Bose,D. R. Claes,Aaron Dominguez,M. Eads,J. S. Keller,Ilya Kravchenko,Jose Lazo-Flores,Sudhir Malik,Gregory R Snow,Andrew Godshalk,Ia Iashvili,Sanjay Jain,Avto Kharchilava,Anil Kumar,Salvatore Rappoccio,Z. Wan,George Alverson,Emanuela Barberis,Darin Baumgartel,Matthew Chasco,Joseph Haley,David Nash,Toyoko Orimoto,Daniele Trocino,Darien Wood,J. Zhang,A. Anastassov,Kristian Allan Hahn,Andrew Kubik,L. Lusito,Nicholas Mucia,Nathaniel Odell,R. A. 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Somalwar,Robert Stone,Scott Thomas,Matthew Walker,G. Cerizza,M. Hollingsworth,S. M. Spanier,Zhenwei Yang,A. York,Ricardo Eusebi,Will Flanagan,Jason Gilmore,Teruki Kamon,Teruki Kamon,V. Khotilovich,Roy Montalvo,Ilya Osipenkov,Yuriy Pakhotin,Alexx Perloff,Jeffrey Roe,Alexei Safonov,Tai Sakuma,S. Sengupta,Indara Suarez,Aysen Tatarinov,D. Toback,Nural Akchurin,Jordan Damgov,Cosmin Dragoiu,Phillip Russell Dudero,C. Jeong,Kittikul Kovitanggoon,Songkyo Lee,Terence Libeiro,Igor Volobouev,Eric Appelt,Andrés G Delannoy,Carlos Florez,Senta Greene,Alfredo Gurrola,W. E. Johns,Pelin Kurt,Charles Maguire,A. Melo,Monika Sharma,Paul Sheldon,Benjamin Snook,Shengquan Tuo,Julia Velkovska,Michael Wayne Arenton,M. Balazs,Sarah Kate Boutle,Bradley Cox,Brian Francis,Joseph Goodell,Robert Hirosky,Alexander Ledovskoy,Chi Lin,C. Neu,John L Wood,S. Gollapinni,R. F. Harr,P. E. Karchin,C. Kottachchi Kankanamge Don,Pramod Lamichhane,Alexandre Sakharov,Michael Anderson,Michael Anderson,Donald Belknap,L. Borrello,Duncan Carlsmith,Maria Cepeda,Sridhara Dasu,E. Friis,Lindsey Gray,K. S. Grogg,Monika Grothe,Richard Hall-Wilton,Matthew Herndon,Alain Hervé,Pamela Klabbers,J. Klukas,Armando Lanaro,C. Lazaridis,R. Loveless,Ajit Mohapatra,Matthias Ulrich Mozer,Isabel Ojalvo,F. Palmonari,Giuseppe Antonio Pierro,Ian Ross,Alexander Savin,W. H. Smith,J. Swanson +2277 more
TL;DR: In this article, a mass spectra for jets reconstructed using the anti-kt and Cambridge-Aachen algorithms is studied for different jet grooming techniques in data corresponding to an integrated luminosity of 5 inverse femtobarns, recorded with the CMS detector in proton-proton collisions at the LHC at a center-of-mass energy of 7 TeV.
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Modern probability theory and its applications
TL;DR: Probability Theory as the study of Mathematical Models of Random Phenomena as mentioned in this paper is a generalization of probability theory for the study and analysis of statistical models of random variables.
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Image Evaluation and Restoration
TL;DR: The extent to which the processing approaches the optimum can be evaluated by determining the fraction of the total information content of the image which can be visually extracted after processing.
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Restoration of Turbulence-Degraded Images*
TL;DR: In this paper, the amplitude and phase coefficients of the two-dimensional Fourier series representing the degraded images were corrected by applying corrections to the optical transfer function of the turbulence measured at the time the images were photographed.