Dr. Robert R. Muise Profile

Dr. Robert R. Muise

Lecturer at Univ of Central Florida

SPIE Involvement:

Conference Program Committee | Author

Publications (41)

Proceedings Article | 12 April 2021 Presentation + Paper

Improved ATR performance using boosting and transfer learning for adaptation of a target detection network

Robert Muise, Bruce McIntosh, Abhijit Mahalanobis

Proceedings Volume 11729, 1172907 (2021) https://doi.org/10.1117/12.2587934

KEYWORDS: Target detection, Automatic target recognition, Mid-IR

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SPIE Journal Paper | 22 August 2017

High-resolution imaging using a translating coded aperture

Abhijit Mahalanobis, Richard Shilling, Robert Muise, Mark Neifeld

OE, Vol. 56, Issue 08, 084106, (August 2017) https://doi.org/10.1117/12.10.1117/1.OE.56.8.084106

KEYWORDS: Staring arrays, Image resolution, Sensors, Reconstruction algorithms, Coded apertures, Coded aperture imaging, Motion models, Spatial resolution, Imaging systems, Cameras

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SPIE Journal Paper | 2 January 2017

Direct object detection from field-of-view multiplexed measurements

Richard Shilling, Robert Muise

OE, Vol. 56, Issue 04, 041311, (January 2017) https://doi.org/10.1117/12.10.1117/1.OE.56.4.041311

KEYWORDS: Staring arrays, Multiplexing, Target detection, Sensors, Computer programming, Signal to noise ratio, Imaging systems, Optical engineering, Image segmentation, Image filtering

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Proceedings Article | 20 April 2016 Paper

Automated target detection from compressive measurements

Richard Shilling, Robert Muise

Proceedings Volume 9845, 984502 (2016) https://doi.org/10.1117/12.2222791

KEYWORDS: Target detection, Multiplexing, Image filtering, Visual process modeling, Staring arrays, Compressed sensing, Automatic target recognition, Compressive imaging, Thermal modeling, Image segmentation, Sensors, Target recognition, Neodymium, Video

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Proceedings Article | 21 May 2015 Paper

A concept for hyperspectral imaging with compressive sampling and dictionary recovery

David Twede, Robert Muise

Proceedings Volume 9472, 94720A (2015) https://doi.org/10.1117/12.2177573

KEYWORDS: Staring arrays, Reconstruction algorithms, Associative arrays, Hyperspectral imaging, Multiplexing, Compressed sensing, Compressive imaging, Sensors, Computer programming, Algorithm development

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Proceedings Article | 14 May 2015 Paper

Computational imaging in a multiplexed imager with static multispectral encoding

Johann Veras, Robert Muise, Kevin Hines, Abhijit Mahalanobis, Mark Neifeld

Proceedings Volume 9484, 948407 (2015) https://doi.org/10.1117/12.2177062

KEYWORDS: Image resolution, Staring arrays, Imaging systems, Spatial light modulators, Signal to noise ratio, Multispectral imaging, Data modeling, Multiplexing, Compressed sensing, Computer programming

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Proceedings Article | 13 June 2014 Paper

Adaptive compressive sensing for target detection

Abhijit Mahalanobis, Robert Muise, Sumit Roy

Proceedings Volume 9090, 90900M (2014) https://doi.org/10.1117/12.2054102

KEYWORDS: Target detection, Compressed sensing, Detection and tracking algorithms, Sensors, Palladium, Image compression, Reconstruction algorithms, Automatic target recognition, Image processing, Imaging systems

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Proceedings Article | 13 June 2014 Paper

Local imaging from global measurements applied to selective-spectral imaging

Johann Veras, Robert Muise, David Twede

Proceedings Volume 9088, 90881B (2014) https://doi.org/10.1117/12.2049314

KEYWORDS: Point spread functions, Staring arrays, Signal to noise ratio, Convolution, Image restoration, Reconstruction algorithms, Deconvolution, Computer programming, Cameras, Multiplexing

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Proceedings Article | 23 May 2014 Paper

Image estimation from projective measurements using low dimensional manifolds

Johann Veras, Robert Muise

Proceedings Volume 9109, 91090S (2014) https://doi.org/10.1117/12.2053290

KEYWORDS: Associative arrays, Image compression, Image analysis, Reconstruction algorithms, Error analysis, Image restoration, Algorithm development, Compressed sensing, Matrices, Statistical analysis

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Proceedings Article | 5 May 2014 Paper

A midwave compressive imaging system design for high throughput

Richard Shilling, Robert Muise

Proceedings Volume 9094, 909403 (2014) https://doi.org/10.1117/12.2051163

KEYWORDS: Mirrors, Sensors, Digital micromirror devices, Staring arrays, Cameras, Compressive imaging, Imaging systems, Objectives, Mid-IR, Relays

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Proceedings Article | 31 May 2013 Paper

Measurement kernel design for compressive imaging under device constraints

Richard Shilling, Robert Muise

Proceedings Volume 8717, 871707 (2013) https://doi.org/10.1117/12.2015441

KEYWORDS: Associative arrays, Diodes, Compressive imaging, Compressed sensing, Signal to noise ratio, Imaging devices, Sensors, Algorithm development, Reconstruction algorithms, Short wave infrared radiation

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Proceedings Article | 29 April 2013 Paper

Tree-based adaptive measurement design for compressive imaging under device constraints

David Bottisti, Robert Muise

Proceedings Volume 8748, 874802 (2013) https://doi.org/10.1117/12.2015453

KEYWORDS: Spatial light modulators, Compressive imaging, Compressed sensing, Signal to noise ratio, Binary data, Imaging devices, Principal component analysis, Reconstruction algorithms, Associative arrays, Image compression

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Proceedings Article | 8 June 2012 Paper

Compressive imaging: exploiting multiple frames for enhanced video reconstruction

Jonathan Tucker, Robert Muise

Proceedings Volume 8365, 83650K (2012) https://doi.org/10.1117/12.919688

KEYWORDS: Reconstruction algorithms, Image registration, Image compression, Cameras, Image quality, Compressive imaging, Video, Sensors, Video compression, Image resolution

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Proceedings Article | 5 May 2012 Paper

Compressive imaging measurement design from an image patch manifold prior

Robert Muise, Dave Bottisti

Proceedings Volume 8399, 839905 (2012) https://doi.org/10.1117/12.919659

KEYWORDS: Associative arrays, Reconstruction algorithms, Algorithm development, Compressive imaging, Compressed sensing, Matrices, Image compression, Principal component analysis, Image restoration, Image analysis

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Proceedings Article | 3 May 2012 Paper

Image reconstruction and target acquisition through compressive sensing

Robert Muise, Matthew Suttinger

Proceedings Volume 8391, 83910O (2012) https://doi.org/10.1117/12.918656

KEYWORDS: Image filtering, Image compression, Target detection, Image processing, Convolution, Reconstruction algorithms, Compressed sensing, Image restoration, Target acquisition, Image quality

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Proceedings Article | 23 April 2012 Paper

A compressive sensor concept for target detection

Abhijit Mahalanobis, Robert Muise

Proceedings Volume 8398, 839804 (2012) https://doi.org/10.1117/12.923478

KEYWORDS: Target detection, Principal component analysis, Image processing, Sensors, Image filtering, Reconstruction algorithms, Compressed sensing, Detection and tracking algorithms, Image restoration, Imaging systems

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Proceedings Article | 14 September 2011 Paper

Image exploitation from encoded measurements

David Bottisti, Robert Muise

Proceedings Volume 8165, 816518 (2011) https://doi.org/10.1117/12.894445

KEYWORDS: Reconstruction algorithms, Image processing, Associative arrays, Imaging systems, Compressive imaging, Detection and tracking algorithms, Image resolution, Sensors, Compressed sensing, Image compression

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Proceedings Article | 8 September 2011 Paper

Adaptive phase change metamaterials for infrared aperture control

Douglas Werner, Theresa Mayer, Clara Rivero-Baleine, Nikolas Podraza, Kathleen Richardson, Jeremy Turpin, Alexej Pogrebnyakov, J. David Musgraves, Jeremy Bossard, Hee Jung Shin, Robert Muise, Stanley Rogers, Jeremy Johnson

Proceedings Volume 8165, 81651H (2011) https://doi.org/10.1117/12.894892

KEYWORDS: Metamaterials, Crystals, Optical filters, Reflectivity, Scattering, Infrared radiation, Optical properties, Switches, Absorption, Silica

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Proceedings Article | 19 May 2011 Paper

Object classification using local subspace projection

Jennifer Nealy, Robert Muise

Proceedings Volume 8049, 804902 (2011) https://doi.org/10.1117/12.881443

KEYWORDS: Diffusion, Principal component analysis, Image classification, Detection and tracking algorithms, Data modeling, Pattern recognition, Algorithm development, Facial recognition systems, Algorithms, Databases

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Proceedings Article | 26 April 2011 Paper

Wide-area surveillance with multiple cameras using distributed compressive imaging

Christopher Huff, Robert Muise

Proceedings Volume 8055, 80550D (2011) https://doi.org/10.1117/12.890758

KEYWORDS: Cameras, Compressed sensing, Compressive imaging, Surveillance, Image registration, Sensors, Imaging systems, Image compression, Image restoration, Image resolution

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Proceedings Article | 28 August 2010 Paper

Resource allocation in coded aperture sensor systems

Abhijit Mahalanobis, Robert Muise

Proceedings Volume 7818, 78180C (2010) https://doi.org/10.1117/12.863259

KEYWORDS: Sensors, Staring arrays, Imaging systems, Coded apertures, Electronics, Image processing, Camera shutters, Systems modeling, Lithium, Optical sensors

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Proceedings Article | 25 August 2009 Paper

Tracking targets in multiplexed imagery

Robert Muise, Abhijit Mahalanobis

Proceedings Volume 7468, 74680A (2009) https://doi.org/10.1117/12.827432

KEYWORDS: Multiplexing, Video, Compressive imaging, Signal to noise ratio, Reconstruction algorithms, Detection and tracking algorithms, Compressed sensing, Staring arrays, Sensors, Surveillance

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Proceedings Article | 24 August 2009 Paper

Compressive and adaptive imaging for target exploitation

Robert Muise, Abhijit Mahalanobis

Proceedings Volume 7442, 74420A (2009) https://doi.org/10.1117/12.832025

KEYWORDS: Sensors, Compressive imaging, Video, Reconstruction algorithms, Detection and tracking algorithms, Staring arrays, Multiplexing, Compressed sensing, Cameras, Algorithm development

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Proceedings Article | 2 May 2008 Paper

A performance comparison of the transform domain Rayleigh quotient quadratic correlation filter (TDRQQCF) approach to the regularized RQQCF

P. Ragothaman, A. Mahalanobis, R. Muise, W. Mikhael

Proceedings Volume 6967, 69670P (2008) https://doi.org/10.1117/12.784055

KEYWORDS: Image filtering, Matrices, Video, Automatic target recognition, Target recognition, Target detection, Image segmentation, Data storage, Detection and tracking algorithms, Linear filtering

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Proceedings Article | 17 March 2008 Paper

Computational sensing algorithms for image reconstruction and the detection of moving objects in multiplexed imaging systems

Robert Muise, Abhijit Mahalanobis

Proceedings Volume 6977, 69770M (2008) https://doi.org/10.1117/12.785131

KEYWORDS: Multiplexing, Point spread functions, Reconstruction algorithms, Imaging systems, Staring arrays, Image restoration, Video, Image resolution, Image processing, Image acquisition

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Proceedings Article | 8 October 2007 Paper

Object specific compressed sensing

Abhijit Mahalanobis, Robert Muise

Proceedings Volume 6696, 66960S (2007) https://doi.org/10.1117/12.740080

KEYWORDS: Compressed sensing, Reconstruction algorithms, Image processing, Sensors, Image compression, Visualization, Pattern recognition, Surveillance, Chemical elements, Mahalanobis distance

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Proceedings Article | 7 May 2007 Paper

An efficient quadratic correlation filter for automatic target recognition

W. Mikhael, P. Ragothaman, R. Muise, A. Mahalanobis

Proceedings Volume 6566, 65660W (2007) https://doi.org/10.1117/12.718722

KEYWORDS: Video, Image filtering, Automatic target recognition, Matrices, Optical filters, Infrared imaging, Image segmentation, Infrared radiation, Data storage, Target recognition

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Proceedings Article | 9 April 2007 Paper

Recent results of integrated sensing and processing with hyperspectral imager

Robert Muise, Abhijit Mahalanobis

Proceedings Volume 6574, 657404 (2007) https://doi.org/10.1117/12.723636

KEYWORDS: Sensors, Imaging systems, Multiplexing, Image resolution, Hyperspectral imaging, Detection and tracking algorithms, Algorithm development, Image processing, Mirrors, Signal to noise ratio

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Proceedings Article | 18 May 2006 Paper

Adaptive determination of eigenvalues and eigenvectors from perturbed autocorrelation matrices for automatic target recognition

P. Ragothaman, W. Mikhael, R. Muise, A. Mahalanobis, T. Yang

Proceedings Volume 6234, 62340F (2006) https://doi.org/10.1117/12.665750

KEYWORDS: Matrices, Automatic target recognition, Detection and tracking algorithms, Image filtering, Filtering (signal processing), Infrared radiation, Optical filters, Target detection, Target recognition, Computer simulations

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Proceedings Article | 17 April 2006 Paper

Recent results of integrated sensing and processing using a programmable hyperspectral imaging sensor

Robert Muise, Abhijit Mahalanobis

Proceedings Volume 6245, 624502 (2006) https://doi.org/10.1117/12.673440

KEYWORDS: Sensors, Multiplexing, Imaging systems, Hyperspectral imaging, Algorithm development, Automatic target recognition, Compressed sensing, Mirrors, Image resolution, Detector arrays

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Proceedings Article | 17 September 2005 Paper

Target detection using integrated hyper spectral sensing and processing

Abhijit Mahalanobis, Robert Muise

Proceedings Volume 5908, 59080M (2005) https://doi.org/10.1117/12.619588

KEYWORDS: Sensors, Target detection, Detection and tracking algorithms, Spatial resolution, Digital micromirror devices, Pattern recognition, Cameras, Imaging systems, Image resolution, Data modeling

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Proceedings Article | 27 May 2005 Paper

Elements of target detection for ground sensor systems

Abhijit Mahalanobis, Robert Muise, S. Robert Stanfill, Daniel Rutherford

Proceedings Volume 5796, (2005) https://doi.org/10.1117/12.606220

KEYWORDS: Target detection, Sensors, Image processing, Linear filtering, Image filtering, Target recognition, Surveillance, Detection and tracking algorithms, Infrared imaging, Digital filtering

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Proceedings Article | 10 May 2005 Paper

Establishing a common coordinate view in multiple moving aerial cameras

Yaser Sheikh, Alexei Gritai, Imran Junejo, Robert Muise, Abhijit Mahalanobis, Mubarak Shah

Proceedings Volume 5787, (2005) https://doi.org/10.1117/12.603258

KEYWORDS: Cameras, Visualization, Unmanned aerial vehicles, Video surveillance, Sensors, RGB color model, Surveillance, Video, Reconnaissance, Global Positioning System

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Proceedings Article | 10 August 2004 Open Access

Network video image processing for security, surveillance, and situational awareness

Abhijit Mahalanobis, Jamie Cannon, Steven Stanfill, Robert Muise, Mubarak Shah

Proceedings Volume 5440, (2004) https://doi.org/10.1117/12.548981

KEYWORDS: Cameras, Target detection, Image processing, Video surveillance, Video, Surveillance, Target recognition, Sensors, Automatic target recognition, Detection and tracking algorithms

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Proceedings Article | 16 September 2003 Paper

Optimal reduced-rank quadratic classifiers using the Fukunaga-Koontz transform with applications to automated target recognition

Xiaoming Huo, Michael Elad, Ana Flesia, Robert Muise, S. Robert Stanfill, Jerome Friedman, Bogdan Popescu, Jihong Chen, Abhijit Mahalanobis, David Donoho

Proceedings Volume 5094, (2003) https://doi.org/10.1117/12.499594

KEYWORDS: Target recognition, Matrices, Sensors, Image classification, Infrared imaging, Automatic target recognition, Target detection, Statistical analysis, Convolution, Image filtering

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Proceedings Article | 6 August 2003 Paper

Quadratic correlation filters for optical correlators

Abhijit Mahalanobis, Robert Muise, Bhagavatula Vijaya Kumar

Proceedings Volume 5106, (2003) https://doi.org/10.1117/12.497581

KEYWORDS: Image filtering, Linear filtering, Optical correlators, Optical filters, Nonlinear filtering, Target detection, Matrices, Image processing, Filtering (signal processing), Synthetic aperture radar

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Proceedings Article | 25 July 2002 Paper

Image enhancement for automatic target detection

Robert Muise, Abhijit Mahalanobis

Proceedings Volume 4726, (2002) https://doi.org/10.1117/12.477034

KEYWORDS: Detection and tracking algorithms, Image enhancement, Target detection, Automatic target recognition, Signal to noise ratio, Silicon, Image processing, Sensors, Target recognition, Algorithm development

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Proceedings Article | 22 October 2001 Paper

Advanced detection and correlation-based automatic target recognition

Abhijit Mahalanobis, Robert Muise

Proceedings Volume 4379, (2001) https://doi.org/10.1117/12.445394

KEYWORDS: Target detection, Automatic target recognition, Sensors, Image processing, Detection and tracking algorithms, Image filtering, Signal to noise ratio, Target recognition, Feature extraction, Infrared imaging

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Proceedings Article | 31 May 1996 Paper

Coastal mine detection using the COBRA multispectral sensor

Robert Muise, James Wright, Quentin Holmes

Proceedings Volume 2765, (1996) https://doi.org/10.1117/12.241231

KEYWORDS: Land mines, Detection and tracking algorithms, Algorithm development, Sensors, Video, Multispectral imaging, Cameras, Environmental sensing, Unmanned aerial vehicles, Mining

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Proceedings Article | 20 June 1995 Paper

Linear density algorithm for patterned minefield detection

Robert Muise, Cheryl Smith

Proceedings Volume 2496, (1995) https://doi.org/10.1117/12.211355

KEYWORDS: Detection and tracking algorithms, Land mines, Target detection, Algorithm development, Image processing, Data processing, Warfare, Linear filtering, Pattern recognition, Monte Carlo methods

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Proceedings Article | 20 June 1995 Paper

Wavelet approach to detect discontinuities of intensity functions for minefield classification

Robert Muise, Charles Chui

Proceedings Volume 2496, (1995) https://doi.org/10.1117/12.211349

KEYWORDS: Wavelets, Wavelet transforms, Algorithm development, Land mines, Data modeling, Laser induced plasma spectroscopy, Algorithms, Detection and tracking algorithms, Computer simulations, Modeling

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Showing 5 of 41 publications

Conference Committee Involvement (25)

Automatic Target Recognition XXXV

13 April 2025 | Orlando, Florida, United States

Automatic Target Recognition XXXIV

22 April 2024 | National Harbor, Maryland, United States

Automatic Target Recognition XXXIII

1 May 2023 | Orlando, Florida, United States

Automatic Target Recognition XXXII

4 April 2022 | Orlando, Florida, United States

Automatic Target Recognition XXXI

12 April 2021 | Online Only, Florida, United States

Automatic Target Recognition XXX

27 April 2020 | Online Only, California, United States

Automatic Target Recognition XXIX

15 April 2019 | Baltimore, MD, United States

Automatic Target Recognition XXVIII

16 April 2018 | Orlando, FL, United States

Anomaly Detection and Imaging with X-Rays (ADIX) II

12 April 2017 | Anaheim, CA, United States

Automatic Target Recognition XXVII

10 April 2017 | Anaheim, CA, United States

Anomaly Detection and Imaging with X-Rays (ADIX)

19 April 2016 | Baltimore, MD, United States

Automatic Target Recognition XXVI

18 April 2016 | Baltimore, MD, United States

Automatic Target Recognition XXV

20 April 2015 | Baltimore, MD, United States

Automatic Target Recognition XXIV

5 May 2014 | Baltimore, MD, United States

Automatic Target Recognition XXIII

29 April 2013 | Baltimore, Maryland, United States

Automatic Target Recognition XXII

23 April 2012 | Baltimore, Maryland, United States

Automatic Target Recognition XXI

25 April 2011 | Orlando, Florida, United States

Automatic Target Recognition XX

5 April 2010 | Orlando, Florida, United States

Automatic Target Recognition XIX

13 April 2009 | Orlando, Florida, United States

Automatic Target Recognition XVIII

19 March 2008 | Orlando, Florida, United States

Automatic Target Recognition XVII

10 April 2007 | Orlando, Florida, United States

Automatic Target Recognition XVI

18 April 2006 | Orlando (Kissimmee), Florida, United States

Automatic Target Recognition XV

29 March 2005 | Orlando, Florida, United States

Automatic Target Recognition XIV

13 April 2004 | Orlando, Florida, United States

Automatic Target Recognition XIII

22 April 2003 | Orlando, Florida, United States

Showing 5 of 25 Conference Committees

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