Dr. Hamed Sari-Sarraf Profile

Dr. Hamed Sari-Sarraf

Associate Professor at Texas Tech Univ

SPIE Involvement:

Author

Publications (39)

SPIE Journal Paper | 13 July 2022 Open Access

Detection of live breast cancer cells in bright-field microscopy images containing white blood cells by image analysis and deep learning

Golnaz Moallem, Adity Pore, Anirudh Gangadhar, Hamed Sari-Sarraf, Siva Vanapalli

JBO, Vol. 27, Issue 07, 076003, (July 2022) https://doi.org/10.1117/12.10.1117/1.JBO.27.7.076003

KEYWORDS: Blood, Breast cancer, Cancer, Microscopy, Tumor growth modeling, Performance modeling, Data modeling, Statistical modeling, Tumors, Convolutional neural networks

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Proceedings Article | 6 March 2018 Paper

Detecting and segmenting overlapping red blood cells in microscopic images of thin blood smears

Golnaz Moallem, Hamed Sari-Sarraf, Mahdieh Poostchi, Richard Maude, Kamolrat Silamut, Md Amir Hossain, Sameer Antani, Stefan Jaeger, George Thoma

Proceedings Volume 10581, 105811F (2018) https://doi.org/10.1117/12.2293762

KEYWORDS: Image segmentation, Blood, Image processing algorithms and systems, Detection and tracking algorithms, Principal component analysis, Image processing, Medical research, RGB color model

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Proceedings Article | 29 March 2013 Paper

Fast GPU-based segmentation of H&E stained squamous epithelium from multi-gigapixel tiled virtual slides

Benjamin Bryant, Hamed Sari-Sarraf, Mitchell Wachtel, Rodney Long, Sameer Antani

Proceedings Volume 8676, 86760X (2013) https://doi.org/10.1117/12.2007800

KEYWORDS: Tissues, Image segmentation, RGB color model, Neodymium, Ions, Image compression, Surgery, Microelectromechanical systems, Tissue optics, Finite element methods

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Proceedings Article | 28 February 2013 Paper

Integrating shape into an interactive segmentation framework

S. Kamalakannan, B. Bryant, H. Sari-Sarraf, R. Long, S. Antani, G. Thoma

Proceedings Volume 8670, 867030 (2013) https://doi.org/10.1117/12.2007262

KEYWORDS: Image segmentation, Lung, Chest imaging, Algorithm development, Detection and tracking algorithms, Stars, Medical imaging, Digital imaging, Heart, RGB color model

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SPIE Journal Paper | 16 August 2012

Generalized framework for a user-aware interactive texture segmentation system

Arunkumar Gururajan, Hamed Sari-Sarraf, Eric Hequet

JEI, Vol. 21, Issue 3, 033017, (August 2012) https://doi.org/10.1117/12.10.1117/1.JEI.21.3.033017

KEYWORDS: Image segmentation, Cervix, Image processing, Feature extraction, Algorithm development, Machine vision, Computer vision technology, Biomedical optics, Matrices, Computing systems

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SPIE Journal Paper | 1 April 2010

Graphical processing unit−based machine vision system for simultaneous measurement of shrinkage and soil release in fabrics

Sridharan Kamalakannan, Arunkumar Gururajan, Matthew Hill, Muneem Shahriar, Hamed Sari-Sarraf, Eric Hequet

JEI, Vol. 19, Issue 02, 023009, (April 2010) https://doi.org/10.1117/12.10.1117/1.3421977

KEYWORDS: Image segmentation, Machine vision, Soil science, Image processing, Imaging systems, Image processing algorithms and systems, Image registration, Scanners, Detection and tracking algorithms, Computing systems

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Proceedings Article | 3 February 2009 Paper

Assessing fabric stain release with a GPU implementation of statistical snakes

S. Kamalakannan, A. Gururajan, M. Shahriar, M. Hill, J. Anderson, H. Sari-Sarraf, E. Hequet

Proceedings Volume 7251, 725108 (2009) https://doi.org/10.1117/12.806370

KEYWORDS: Image segmentation, Machine vision, Image processing algorithms and systems, Image processing, Computer architecture, Parallel computing, Scanners, MATLAB, Soil science, Statistical modeling

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SPIE Journal Paper | 1 July 2008

Accurate length measurement of multiple cotton fibers

Huapeng Wang, Cui Mao, Hamed Sari-Sarraf, Eric Hequet

JEI, Vol. 17, Issue 03, 031110, (July 2008) https://doi.org/10.1117/12.10.1117/1.2952846

KEYWORDS: Optical fibers, Imaging systems, Image processing, Image segmentation, Scanners, Computing systems, Adaptive control, Image filtering, Image restoration, Prototyping

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SPIE Journal Paper | 1 July 2008 Open Access

Editorial: Special Section on Quality Control by Artificial Vision

Hamed Sari-Sarraf, David Fofi, Nelson Yung

JEI, Vol. 17, Issue 03, 031101, (July 2008) https://doi.org/10.1117/12.10.1117/1.2959057

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SPIE Journal Paper | 1 February 2008

Statistical approach to unsupervised defect detection and multiscale localization in two-texture images

Arunkumar Gururajan, Hamed Sari-Sarraf, Eric Hequet

OE, Vol. 47, Issue 02, 027202, (February 2008) https://doi.org/10.1117/12.10.1117/1.2868783

KEYWORDS: Image segmentation, Expectation maximization algorithms, Defect detection, Statistical analysis, Data modeling, Optical engineering, Colorimetry, Image processing algorithms and systems, Detection and tracking algorithms, Inspection

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Proceedings Article | 29 May 2007 Paper

Accurate length measurement of multiple cotton fibers

Huapeng Wang, Cui Mao, Hamed Sari-Sarraf, Eric Hequet

Proceedings Volume 6356, 63560D (2007) https://doi.org/10.1117/12.736734

KEYWORDS: Optical fibers, Imaging systems, Image processing, Image filtering, Image segmentation, Scanners, Adaptive control, Image analysis, Computing systems, Optical filters

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Proceedings Article | 17 February 2007 Paper

Statistical modeling, detection, and segmentation of stains in digitized fabric images

Arunkumar Gururajan, Hamed Sari-Sarraf, Eric Hequet

Proceedings Volume 6503, 650304 (2007) https://doi.org/10.1117/12.705105

KEYWORDS: Expectation maximization algorithms, Image segmentation, Mathematical modeling, Statistical analysis, Machine vision, Visual process modeling, Statistical modeling, Data modeling, Computing systems, Computer vision technology

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Proceedings Article | 8 November 2005 Paper

A general approach to defect detection in textured materials using a wavelet domain model and level sets

Hung-Yam Chan, Chaitanya Raju, Hamed Sari-Sarraf, Eric Hequet

Proceedings Volume 6001, 60010D (2005) https://doi.org/10.1117/12.633204

KEYWORDS: Wavelets, Image segmentation, Defect detection, X-rays, X-ray imaging, Expectation maximization algorithms, Statistical analysis, Inspection, Feature extraction, Control systems

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Proceedings Article | 24 February 2005 Paper

Fabric smoothness evaluation using the wavelet domain independent mixture model and a landform classification technique

Chris Turner, Hung Yam Chan, Hamed Sari-Sarraf, Eric Hequet

Proceedings Volume 5679, (2005) https://doi.org/10.1117/12.587356

KEYWORDS: Fuzzy logic, Wavelets, Classification systems, Image classification, Expectation maximization algorithms, Computing systems, Feature extraction, Image processing, Cameras, FT-IR spectroscopy

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Proceedings Article | 24 February 2005 Paper

Cotton trash assessment in radiographic x-ray images with scale-space filtering and stereo analysis

Mehmet Dogan, Hamed Sari-Sarraf, Eric Hequet

Proceedings Volume 5679, (2005) https://doi.org/10.1117/12.587334

KEYWORDS: Image segmentation, X-rays, X-ray imaging, Particles, Statistical analysis, Image filtering, Scanners, Imaging systems, Electronic filtering, Image analysis

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SPIE Journal Paper | 1 December 2004

Content-based compression of mammograms with fractal-based segmentation and a modified JPEG2000

Hung Yam Chan, Hamed Sari-Sarraf, Bradley Grinstead, Shaun Gleason

OE, Vol. 43, Issue 12, (December 2004) https://doi.org/10.1117/12.10.1117/1.1810529

KEYWORDS: Mammography, JPEG2000, Chromium, Image compression, Image segmentation, Computer programming, Discrete wavelet transforms, Image quality standards, Fractal analysis, Wavelets

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SPIE Journal Paper | 1 July 2004

Preliminary validation of a fabric smoothness assessment system

Chris Turner, Hamed Sari-Sarraf, Eric Hequet, Noureddine Abidi, Sunho Lee

JEI, Vol. 13, Issue 03, (July 2004) https://doi.org/10.1117/12.10.1117/1.1760758

KEYWORDS: Image processing, Feature extraction, Cameras, Fractal analysis, Edge detection, Image acquisition, Imaging systems, Laser systems engineering, 3D modeling, Statistical modeling

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Proceedings Article | 3 May 2004 Paper

Segmentation and classification of four common cotton contaminants in x-ray microtomographic images

Sri-Kaushik Pavani, Mehmet Dogan, Hamed Sari-Sarraf, Eric Hequet

Proceedings Volume 5303, (2004) https://doi.org/10.1117/12.527117

KEYWORDS: Signal attenuation, Image segmentation, Particles, X-rays, Fuzzy logic, 3D image processing, X-ray imaging, Tomography, Image processing, Image classification

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Proceedings Article | 15 May 2003 Paper

Hierarchical segmentation of vertebrae from x-ray images

Gilberto Zamora, Hamed Sari-Sarraf, L. Rodney Long

Proceedings Volume 5032, (2003) https://doi.org/10.1117/12.481400

KEYWORDS: Image segmentation, X-ray imaging, X-rays, Algorithm development, Data modeling, Spine, Detection and tracking algorithms, Statistical analysis, 3D modeling, Principal component analysis

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Proceedings Article | 1 May 2003 Paper

Preliminary validation of a fabric smoothness assessment system

Chris Turner, Hamed Sari-Sarraf, Eric Hequet, Sunho Lee

Proceedings Volume 5132, (2003) https://doi.org/10.1117/12.514953

KEYWORDS: Cameras, Profiling, Imaging systems, Visualization, Laser systems engineering, 3D modeling, Feature extraction, Image acquisition, Edge detection, 3D metrology

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Proceedings Article | 9 May 2002 Paper

Analysis of the feasibility of using active shape models for segmentation of gray-scale images

Gilberto Zamora, Hamed Sari-Sarraf, Sunanda Mitra, L. Rodney Long

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467101

KEYWORDS: Image segmentation, Shape analysis, Statistical analysis, 3D modeling, Ear, Data modeling, Performance modeling, X-ray imaging, X-rays, Medicine

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Proceedings Article | 8 March 2002 Paper

Image-processing algorithm for automatic assessment of fabric shrinkage

Hamed Sari-Sarraf, Eric Hequet, Noureddine Abidi, Yongmei Dai, Hung Chan, Michael Jasso, Ben Morris

Proceedings Volume 4664, (2002) https://doi.org/10.1117/12.460186

KEYWORDS: Image processing, Detection and tracking algorithms, Digital imaging, Scanners, Distance measurement, Image filtering, Digital image processing, Computing systems, Algorithm development, Distortion

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Proceedings Article | 3 July 2001 Paper

Streamlined volumetric landmark placement method for building three-dimensional active shape models

Molly Dickens, Hamed Sari-Sarraf, Shaun Gleason

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.431096

KEYWORDS: Kidney, Image segmentation, 3D modeling, Medical imaging, Image processing, Statistical modeling, 3D image processing, Algorithm development, Image registration, Scanners

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Proceedings Article | 3 July 2001 Paper

Estimation of orientation and position of cervical vertebrae for segmentation with active shape models

Gilberto Zamora, Hamed Sari-Sarraf, Sunanda Mitra, L. Rodney Long

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.431109

KEYWORDS: Spine, Image segmentation, Detection and tracking algorithms, X-ray imaging, X-rays, Image processing algorithms and systems, Algorithm development, Image processing, Error analysis, Radiography

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Proceedings Article | 3 July 2001 Paper

Preliminary validation of content-based compression of mammographic images

Brad Grinstead, Hamed Sari-Sarraf, Shaun Gleason, Sunanda Mitra

Proceedings Volume 4322, (2001) https://doi.org/10.1117/12.430994

KEYWORDS: Image compression, Data compression, Image segmentation, Medical imaging, Image processing, Mammography

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Proceedings Article | 6 June 2000 Paper

Automatic screening of polycystic kidney disease in x-ray CT images of laboratory mice

Shaun Gleason, Hamed Sari-Sarraf, Michael Paulus, Dabney Johnson, Mongi Abidi

Proceedings Volume 3979, (2000) https://doi.org/10.1117/12.387747

KEYWORDS: Image segmentation, Kidney, Algorithm development, X-ray computed tomography, Spine, X-rays, Data modeling, Medical imaging, Image processing algorithms and systems, X-ray imaging

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Proceedings Article | 27 April 2000 Paper

High-resolution x-ray CT screening of mutant mouse models

Michael Paulus, Shaun Gleason, Hamed Sari-Sarraf, Dabney Johnson, Charmaine Foltz, Derek Austin, M. Easterly, Edward Michaud, Madhu Dhar, Patricia Hunsicker, J. Wall, M. Schell

Proceedings Volume 3921, (2000) https://doi.org/10.1117/12.384221

KEYWORDS: X-rays, Reconstruction algorithms, Tissues, Image segmentation, Sensors, Kidney, Image processing algorithms and systems, X-ray sources, Modulation transfer functions, Data acquisition

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Proceedings Article | 16 March 2000 Paper

Impact of intensity edge map on segmentation of noisy range images

Yan Zhang, Yiyong Sun, Hamed Sari-Sarraf, Mongi Abidi

Proceedings Volume 3958, (2000) https://doi.org/10.1117/12.380050

KEYWORDS: Image segmentation, Image processing algorithms and systems, Image fusion, Image filtering, Scanners, Edge detection, Digital filtering, Anisotropic filtering, Anisotropic diffusion, Image processing

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Proceedings Article | 26 August 1999 Paper

Facet model and mathematical morphology for surface characterization

Besma Abidi, Hamed Sari-Sarraf, James Goddard, Martin Hunt

Proceedings Volume 3837, (1999) https://doi.org/10.1117/12.360312

KEYWORDS: Image segmentation, Image processing, Image processing algorithms and systems, Algorithm development, Image filtering, Mathematical modeling, Mathematical morphology, CCD cameras, Detection and tracking algorithms, Image enhancement

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Proceedings Article | 9 July 1999 Paper

Feasibility of telemammography as biomedical application for breast imaging

Barbara Beckerman, Stephen Batsell, Lawrence MacIntyre, Hamed Sarraf, Shaun Gleason, Mitchell Schnall

Proceedings Volume 3595, (1999) https://doi.org/10.1117/12.351543

KEYWORDS: Image processing, Mammography, Breast imaging, Breast cancer, Digital mammography, Medical imaging, Image transmission, Breast, Operating systems, Computer aided diagnosis and therapy

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Proceedings Article | 21 May 1999 Paper

Front-end data reduction in computer-aided diagnosis of mammograms: a pilot study

Hamed Sari-Sarraf, Shaun Gleason, Robert Nishikawa

Proceedings Volume 3661, (1999) https://doi.org/10.1117/12.348556

KEYWORDS: Mammography, Fractal analysis, Computer programming, CAD systems, Image processing, Computer aided diagnosis and therapy, Detection and tracking algorithms, Image analysis, Tissues, Image compression

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Proceedings Article | 8 March 1999 Paper

Depth measurement of moving slurry at the wet end of a paper machine

James Goddard, Hamed Sari-Sarraf, John Turner, Martin Hunt, Besma Abidi

Proceedings Volume 3652, (1999) https://doi.org/10.1117/12.341149

KEYWORDS: Cameras, Image processing, Imaging systems, Sensors, Light sources and illumination, Binary data, CMOS cameras, Process control, High speed cameras, Computing systems

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Proceedings Article | 3 October 1996 Paper

Online optical measurement and monitoring of yarn density in woven fabrics

Hamed Sari-Sarraf, James Goddard

Proceedings Volume 2899, (1996) https://doi.org/10.1117/12.252995

KEYWORDS: Image acquisition, Digital signal processing, Image analysis, Fourier transforms, Image processing, Cameras, Computer programming, Line scan image sensors, Image resolution, Optical testing

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Proceedings Article | 21 May 1996 Paper

Image paradigm for semiconductor defect data reduction

Kenneth Tobin, Shaun Gleason, Thomas Karnowski, Hamed Sari-Sarraf, Marylyn Bennett

Proceedings Volume 2725, (1996) https://doi.org/10.1117/12.240084

KEYWORDS: Semiconducting wafers, Image segmentation, Image processing, Photomasks, Manufacturing, Semiconductors, Particles, Statistical analysis, Defect detection, Binary data

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Proceedings Article | 10 June 1994 Paper

Model-based flaw detection and classification in web materials

Dragana Brzakovic, Hamed Sari-Sarraf, Milorad Neskovic

Proceedings Volume 2232, (1994) https://doi.org/10.1117/12.177742

KEYWORDS: Inspection, Model-based design, Sensing systems, Classification systems

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Proceedings Article | 11 March 1994 Paper

Automated inspection of nonwoven web materials: a case study

Dragana Brzakovic, Hamed Sari-Sarraf

Proceedings Volume 2183, (1994) https://doi.org/10.1117/12.171211

KEYWORDS: Inspection, Sensors, Matrices, Manufacturing, Statistical analysis, Fractal analysis, Digital image processing, Metals, Process control, Optical inspection

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Proceedings Article | 30 November 1992 Paper

Two-dimensional signal classification by multiscale wavelet representation

Hamed Sari-Sarraf, Dragana Brzakovic

Proceedings Volume 1770, (1992) https://doi.org/10.1117/12.130946

KEYWORDS: Wavelets, Signal generators, Wavelet transforms, Digital signal processing, Signal processing, Linear filtering, Interference (communication), Image classification, Computer engineering, Machine vision

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Proceedings Article | 20 August 1992 Paper

One-dimensional signal classification by multiscale wavelet representation

Hamed Sari-Sarraf, Dragana Brzakovic

Proceedings Volume 1706, (1992) https://doi.org/10.1117/12.139935

KEYWORDS: Wavelets, Wavelet transforms, Linear filtering, Signal to noise ratio, Digital signal processing, Signal processing, Signal analysis, Computer engineering, Machine vision, Computer vision technology

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Proceedings Article | 1 February 1991 Paper

Multiresolution segmentation of forward-looking IR and SAR imagery using neural networks

Hal Beck, Daniel Bergondy, Joe Brown, Hamed Sari-Sarraf

Proceedings Volume 1381, (1991) https://doi.org/10.1117/12.25191

KEYWORDS: Image segmentation, Reconstruction algorithms, Image processing algorithms and systems, Spatial frequencies, Forward looking infrared, Image filtering, Synthetic aperture radar, Robots, Machine vision, Computer vision technology

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Showing 5 of 39 publications

Conference Committee Involvement (20)

Image Processing: Machine Vision Applications VIII

10 February 2015 | San Francisco, California, United States

Image Processing: Machine Vision Applications VII

3 February 2014 | San Francisco, California, United States

Image Processing: Machine Vision Applications VI

5 February 2013 | Burlingame, California, United States

Image Processing: Machine Vision Applications V

25 January 2012 | Burlingame, California, United States

10th International Conference on Quality Control by Artificial Vision

28 June 2011 | Saint-Etienne, France

Image Processing: Machine Vision Applications IV

25 January 2011 | San Francisco Airport, California, United States

Image Processing: Machine Vision Applications III

20 January 2010 | San Jose, California, United States

Wavelet Applications in Industrial Processing VII

18 January 2010 | San Jose, California, United States

Image Processing: Machine Vision Applications II

22 January 2009 | San Jose, California, United States

Wavelet Applications in Industrial Processing VI

21 January 2009 | San Jose, California, United States

Image Processing: Machine Vision Applications

29 January 2008 | San Jose, California, United States

Wavelet Applications in Industrial Processing V

11 September 2007 | Boston, MA, United States

Machine Vision Applications in Industrial Inspection XV

29 January 2007 | San Jose, CA, United States

Wavelet Applications in Industrial Processing IV

2 October 2006 | Boston, Massachusetts, United States

Machine Vision Applications in Industrial Inspection XIV

16 January 2006 | San Jose, California, United States

Wavelet Applications in Industrial Processing III

24 October 2005 | Boston, MA, United States

Machine Vision Applications in Industrial Inspection XIII

17 January 2005 | San Jose, California, United States

Wavelet Applications in Industrial Processing II

27 October 2004 | Philadelphia, Pennsylvania, United States

Machine Vision Applications in Industrial Inspection XII

21 January 2004 | San Jose, California, United States

Machine Vision Applications in Industrial Inspection XI

23 January 2003 | Santa Clara, CA, United States

Showing 5 of 20 Conference Committees

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