Curriculum Vitae
Scott E Umbaugh, Ph.D.
Phone: (618)
FAX: 618-***-****
E-Mail: *******@****.***
WWW: http://www.ee.siue.edu/~sumbaug
Current Employer: Southern IllinoisUniversity
Edwardsville (SIUE), Electrical and Computer Engineering (ECE) Department
Current Position: Professor of Electrical and Computer
Engineering, Graduate Program Director ECE Department
EDUCATIONPh.D. 1990 University of
Missouri-Rolla, Electrical EngineeringM.S.E.E. 1987 University of Missouri-Rolla, Electrical
EngineeringB.S.E. 1982 Southern IllinoisUniversity at Edwardsville,
Electrical Engineering, with Honors
WORK EXPERIENCE2006 – present, SIUE
ECE Department, Graduate Program Director2001 - present, Southern
Illinois University at Edwardsville, Professor 2003 - present, Southwest
Illinois Advanced Manufacturing Institute, Investigator 1995 - 2001, Southern IllinoisUniversity at Edwardsville,
Associate Professor1995 - 1996, Southern IllinoisUniversity
at Carbondale,
Adjunct Associate Prof.1989 - 1995, Southern IllinoisUniversity at Edwardsville,
Assistant Professor1987 - 1989, University of
Missouri-Rolla, Research Assistant1986 - 1987, University of Missouri-Rolla, Teaching Assistant1983 - 1986, Affinitec Corp., St.
Louis, MO,
Computer Engineer1982 - 1983, ITT North
Electric, Columbus, OH, Computer Engineer1981, McDonnell Douglas, St. Louis, MO,
EE Intern
CONSULTING2006 – 2010 Long
Island Veterinary Specialists2005 – Krewson Reaching Equipment Company2003 - present, SIUE School
of Engineering's Southwest Illinois Advanced Manufacturing (SIAM)
Institute, Edwardsville,
Illinois2003, RiverCity Software, Portsmith, NH2001 - 2002, Westar
Corporation, St. CharlesMO1995 - 1997, Stealth
Technologies, Inc., Broomfield,
CO1994 - 1997, Camber
Corporation, St. Louis,
MO1993 - 1994, System Dynamics
International, Inc., St. Louis,
MO1991 - present, Stoecker & Associates, Rolla, MO1990, Center for Advanced
Manufacturing and Production (CAMP), SIUE1987 - 1991, Stoecker Moss & Co., Rolla, MO
PUBLICATION
Editorial Boards:Proposal reviewer for U.S. Civilian Research & Development
Foundation Reviewer for Computerized Medical Imaging and
Graphics2005, Book reviewer for the CRC Press2005, Book reviewer for Wiley Interscience,
John Wiley and Sons, Inc 2005-present, Reviewer for Computerized Medical
Imaging and Graphics journal, published by Elsevier2004-present, Reviewer for Image and Vision
Computing journal, published by Elsevier2002, Reviewer for special issue of IEEE Robotics
& Automation on "Robotics in Education" 1999-2000, Reviewer for IEEE Transactions on
Medical Imaging1999-present, Reviewer for IEEE Transactions on
Biomedical Engineering1998 - present, Book reviewer for Prentice Hall
Professional-Technical-Reference (PTR) Division 1997 - 1998, Associate Editor for IEEE
Transactions on Information Technology in Biomedicine1993 - present, Associate Editor for Pattern
Recognition1992 - 1999, Editorial Board member for IEEE
Engineering in Medicine and Biology
Books:Digital
Image Processing and Analysis: Human and Computer Vision Applications with
CVIPtools,2nd
Edition, Scott E Umbaugh,
CRC Press, Taylor & Francis Group, Boca Raton, FL, 2011, 956 pages,
ISBN: 978********** Computer Imaging:
Digital Image Analysis and Processing,
Scott E Umbaugh, The CRC Press, Boca Raton, FL, January 2005, 659
pages, CVIPtools CD-ROM with book, ISBN: 0-84-932919-1.Computer Vision
and Image Processing: A Practical Approach Using CVIPtools, S. E Umbaugh,
Prentice Hall PTR, Upper Saddle, NJ, 1998, 504 pages, includes CD-ROM with
software, ISBN 0-13-264599-8.
Book Chapters:"Boundary Detection
Techniques in Medical Image Processing", W.V. Stoecker,
Z. Zhang, R.H. Moss, S.E. Umbaugh, F. Ercal,
Chapter 1, pp. 1-84 in Medical Imaging Systems Techniques and
Applications: General Anatomy, ed. by Cornelius T. Leondes, Gordon and Breach, Newark, NJ, 1997, ISBN
90-5699-597-9."Visible-Light Digital
Imaging in Dermatology", W.V. Stoecker,
R.H. Moss, D.A. Perednia, S.E. Umbaugh, F. Ercal, Chapter 10, pp. 85-116 in Computer
Applications in Dermatology, ed. by W.V. Stoecker,
Igaku-Shoin Medical Publishers, Inc, New York
NY, 1993, ISBN 978-0896402386.
Papers and Presentations:
“Automatic Mask Creation and Feature
Analysis for Detection of IVDD in Canines”, J Afruz, J Phelps, SE Umbaugh, DJ
Marino, CA Loughin, Proceedings of 5th International Conference on Computer
Sciences and Convergence Information Technology, Nov 30-Dec 2, 2010, Seoul,
Korea
“Thermal Imaging of Normal and Cranial
Cruciate Ligament-Deficient Stifles in Dogs”, T Infernuso,
CA Loughin, DJ Marino, SE Umbaugh, PS Solt, Veterinary Surgery 2010,
Vol. 39, pp. 410-417
"A new algorithm for detecting smaller
retinal blood vessels in fundus images." Proceedings
of the SPIE Medical Imaging 2010 Conference, Vol. 7624,
7624-3B, pp. 1-7, February 13-18, 2010, San Diego, CA, RW LeAnder, PI Bidari, TA Mohammad, M Das, SE Umbaugh
“Detection of Atypical Texture Features in
Early Malignant Melanoma”, B. Shrestha, J. Bishop, K. Keong, X. Chen, R. H. Moss, W. V. Stoecker, S. E
Umbaugh,, R. J. Stanley, M. E. Celebi, A.
A. Marghoob, G. Argenziano,
H. P.Soyer, accepted for publication in Skin
Research and Technology June 30, 2009. Published online September 4,
2009 (Articles online in advance
of print)
“Comparison
of two algorithms in the automatic segmentation of blood vessels in fundus images”, Proceedings
of the SPIE Medical Imaging 2008 Conference, Vol. 6915,
69153H (2008); Feb 16-21, 2008, San
Diego, CA, RW LeAnder,
S Myneni,
S Mokkapati, SE Umbaugh
"Skin Lesion Classification Using Relative
Color Features", Y. Cheng, R. Swamisai, S.E
Umbaugh, R.H. Moss, W.V. Stoecker, S. Teegala, S.K. Srinivasan, Skin
Research and Technology, Volume 14, Issue 1, February, 2008, pp.53-64 http://www.blackwell-synergy.com/doi/full/10.1111/j.1600-0846.2007.00261.x
”Computer Imaging: A Project for Pattern
Classification of Range Images”, SE Umbaugh, RW LeAnder,
P Solt, A Kharbanda, P Deokar,
Computer Applications in Engineering Education, Volume 17, Issue 2, June
2009, pp. 225-231, Online ISSN: 1099-0542, Print ISSN: 1061-3773, Wiley
Periodicals, Inc.
“Automatic Differentiation of Melanoma and Clark Nevus Skin Lesions”, in Medical Imaging 2007: Computer-Aided
Diagnosis, Proceedings of SPIE Vol. 6514, CID No. 65142V, R. W LeAnder, A. Kasture, A. Pandey, SE Umbaugh “Automatic Recognition and
Classification of Land Cover Types from Satellite Images Using Quadratic
Discriminant Analysis and Multilayer Perceptron”, Proceedings of
the International Conference on Engineering and Mathematics, Bilbao,
Spain, July 10-11, 2006, HK Choge and SE Umbaugh“A Watershed-based
Approach to Skin Lesion Border Segmentation”, X Chen, RH Moss, WV Stoecker, SE Umbaugh, RJ Stanley, BJ Threstha, presented at the 6th World Congress on
Melanoma, Vancouver BC, Canada, September 6-10, 2005“Color-based
Diagnosis: Clinical Images”, I. Y. Cheng, S. E Umbaugh, presented at
the Symposium on Automatic Detection of Malignant Melanoma Using Image
Processing, University of Missouri Rolla, July 6-13, 2005"Melanoma and Seborrheic Keratosis
Differentiation Using Texture Features", S.V. Deshabhoina,
S.E Umbaugh, W.V. Stoecker, R.H. Moss, S.K. Srinivasan, Skin Research and Technology,
November 2003, No. 9, pp. 348-356."Faint Line Defect
Detection in Gray Scale Images", I.Y.
Cheng, M. Wilson, S.Umbaugh, T. Ceylan, Society for Information Display (SID) 2002 Microdisplay Conference Digest, pp. 74-77, Westminster, Colorado,
September 18-20, 2002. "Compression of Color
Skin Tumor Images with Vector Quantization", L. Guo,
S.Umbaugh, Y. Cheng, IEEE Engineering in
Medicine and Biology Magazine, Vol. 20, No.6, Nov/Dec 2001, pp.
152-164. "Web Site for Computer
Imaging Education", A. Mani, R. Swamisai,
S. E Umbaugh, Computer Applications in Engineering Education, John
Wiley & Sons, NY, Volume 8,No. 2, September 2000, pp. 61-71. "Compression of Skin
Tumor Images", A. Kjoelen, S.E Umbaugh, M.Zuke, IEEE Engineering in Medicine and Biology
Magazine, Vol. 17, No. 3, May/June 1998, pp. 73-80."CVIPtools: A Software
Package for Computer Imaging Education", M. Zuke,
S. E Umbaugh, Computer Applications in Engineering Education, John
Wiley & Sons, NY, Vol. 5, No. 3, 1997, pp. 213-220."Feature Extraction in
Image Analysis", S. E Umbaugh, Y. Wei, M. Zuke,
IEEE Engineering in Medicine and Biology Magazine, Vol.16, No. 4, July/August
1997, pp. 62-73."Which
Computer-Detected Features of Pigmented Lesions Best Predict a Diagnosis
of Malignant Melanoma?", Stoecker WV, Moss
RH, Madsen RW, Lee HC, Ercal F and Umbaugh SE: Melanoma
Research 7 suppl 1: S13-14, June 1997."Unsupervised Color
Image Segmentation with Application to Skin Tumor Borders", G.A.Hance, S.E. Umbaugh, R.H. Moss, W.V. Stoecker, IEEE Engineering in Medicine and Biology,
Vol. 15, No. 1, 1996, pp. 104-111. "Performance of
Artificial Intelligence Methods In Automated Detection of Melanoma",
A. Kjoelen, M. Thompson, S. Umbaugh, R. Moss, W.
Stoecker, IEEE Engineering Medicine and
Biology, Vol.14, No.4 July/August 1995, pp. 411-416."A Dynamic Window Based
Runlength Coding Algorithm Applied to Gray Level
Images", M. Kumar, S.E. Umbaugh, Graphical Models andImage
Processing, Vol. 57, No. 4, July 1995, pp. 267-282."Color Analysis in
Diagnosis of Pigmented Lesions", Stoecker
WV, Moss RH, Ercal F, Umbaugh SE, Presentation
at 2nd Annual Meeting, International Society for Digital Imaging of the
Skin (ISDIS), New Orleans LA, February, 1995."Overview:
Visible-Light Digital Imaging of the Skin", Stoecker
WV, Moss RH, Ercal F, Umbaugh SE, Presentation
at 2nd Annual Meeting, International Society for DigitalImaging
of the Skin (ISDIS), New Orleans LA, February, 1995."Nondermatoscopic
Digital Imaging of Pigmented Lesions", W.V. Stoecker,
R.H. Moss F. Ercal, S.E. Umbaugh, Skin
Research andTechnology, Volume 1, Number 1, February 1995, pp.
7-16."Artificial
Intelligence Applied to Detection of Melanoma", A. Kjoelen, S.E. Umbaugh, R.H. Moss, W.V. Stoecker, Proceedings of the 15th Annual
International Conference of the IEEE Engineering in Medicine and Biology
Society, San Diego CA, October 28-31, 1993."Store Separation
Flight Test Image Enhancement Tools", M.L. Johnson, S.E. Umbaugh,
presented at the Joint Aircraft-Stores Compatibility Subgroup of the Joint
Ordinance Commanders Group Aircraft-Stores Compatibility Seminar,
September 29, 1993, Fort Walton
Beach, Florida."Automatic Color
Segmentation Algorithms: With Application to Skin Tumor Feature
Identification", S.E. Umbaugh, R.H. Moss, W.V. Stoecker,
G.A. Hance, IEEE Engineering in Medicine and
Biology, Volume 12, Number 3, September 1993, pp. 75-82."Identification of
Variegated Coloring in Skin Tumors: Neural Network vs. Rule-Based
Induction Methods", A. Durg, W.V. Stoecker, J.P. Cookson, S.E. Umbaugh, R.H. Moss, IEEE
Engineering in Medicine and Biology, Volume 12, Number 3, September
1993, pp. 71-74."An Automatic Color
Segmentation Algorithm with Application to Identification of Skin Tumor
Borders", S.E. Umbaugh, R.H. Moss, W.V. Stoecker,
Computerized Medical Imaging and Graphics, Volume 16, Number 3,
May/June 1992, pp. 227-235."Capstone Design
Courses as Preparation for Industry", S.E. Umbaugh, R.R. Romick-Allen, Proceedings of the American Society
for Engineering Education, March 13-14 1992, University of Notre Dame,
Notre Dame, Indiana, 46556."Motivating Effective
Design Teams in a Classroom Environment", R.K. Romick-Allen,
S.E. Umbaugh, Proceedings of the American Society for Engineering
Education, March 13-14 1992, University of Notre Dame, Notre Dame,
Indiana, 46556."Applying Artificial
Intelligence to the Identification of Variegated Coloring in Skin
Tumors", S.E. Umbaugh, R.H. Moss, W.V. Stoecker,
IEEE Engineering in Medicine and Biology, Volume 10, Number 4,
December 1991, pp. 57-62."Computer Vision in
Medicine: Color Metrics and Image Segmentation Methods for Skin Cancer
Diagnosis", S.E. Umbaugh, Electrical Engineering Department, PhD
Dissertation, U of MO-Rolla, UMI Dissertation Services, Ann Arbor MI,
1990."Computer Vision in
Medicine: Color Metrics and Image Segmentation Methods for Skin Cancer
Diagnosis", S.E. Umbaugh, Ph.D. dissertation abstract, IEEE
Computer Society Technical Committee on Pattern Analysis and Machine
Intelligence Newsletter, September, 1990, p.33."Automatic Color
Segmentation of Images with Application to Detection of Variegated
Coloring in Skin Tumors", S.E. Umbaugh, R.H. Moss, W.V. Stoecker, IEEE Engineering in Medicine and Biology,
December, 1989, Volume 8, Number 4, pp. 43-52."Computer Vision in
Dermatology: Automatic Recognition of Melanoma Features", W.V. Stoecker, I.E. Dhillon, R.H.
Moss, S.E. Umbaugh, et al, presented at the American Academy of Dermatology
Congress on Technology, Nov. 11, 1988."Computer Vision in
Medicine: Identification of Variegated Coloring in Digitized Skin Tumor
Images", S.E. Umbaugh, MSEE thesis, Electrical Engineering
Department, U of MO-Rolla, 1987.
GRANTSLong Island Veterinary Specialists,
“Veterinary Thermographic Image Analysis: Intervertebral Disc
Disease, Feline Hyperthyroidism”, $68,486, August 2010-August 2011Long Island Veterinary Specialists,
“Veterinary Thermographic Image Analysis: Temperature Normalization,
Chiari Malformation (COMS)”, $66,464, August 2009-August 2010
Basler Electric,
“SIUE Wind Farm Project:”, $16,556, April 2009
NovaTech, “OrionLX Communications Processor hardware and DDIO
Modules”, $19,896, Spring 2009Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, July 2008 - June 2009, $1175Long Island Veterinary Specialists,
“Veterinary Thermographic Image Analysis: Chiari Malformation, Elbow
Dysplasia, Cranial Cruciate Ligament Tears ”, $75,084, September
2007-August 2009Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, July 2007 - June 2008, $7480Long Island Veterinary Specialists,
“Veterinary Thermographic Image Analysis”, $13.411, May-August
2007Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, July 2006 - June 2007, $7560Long Island Veterinary Specialists,
“Veterinary Thermographic Image Analysis”, $7,563,
September-December 2006Krewson Reaching Equipment Company, “Krewson Reaching Equipment Company Software
Development”, $3000, May-June 2006Southwest
Illlinois Advanced Manufacturing (SIAM) Center, SIUESchool
of Engineering, “Krewson Reaching
Equipment Company Software Development”, $1823, May-June 2006Summer
Research Fellowship (SRF), SIUE, “Computer Vision Algorithm
Automation Tool Development and Testing”, $4,000, May-August 2006Excellence
in Undergraduate Education Grant,: SIUE,
“Real-time Single-chip 3-D Imaging”, with Robert LeAnder, $12,425, August 2005-May 2006.Funded
University Research Grant, SIUE, “Image Processing Algorithm
Automation Tool Development”, $4,050, August 2005-May 2006Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, August 2005 - August 2006, $7410Krewson Reaching Equipment Company, “Computer
Vision Research and Development for Automatic Kitchen”, $4450,
Jan-May 2005Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, August 2004 - August 2005, $6700SIUE
Research Equipment and Tools Competition, "Multiprocessing Computers
for Computer Vision and Image Processing Laboratory", $12,857, March
2004. Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, August 2003 - August 2004, $8950RiverCity
Software, PortsmithNH, "Lumber Bundle
Analysis - Computer Vision Research", $1100, April - May 2003, Grant
#6-24809. Research
Equipment and Tools Award, "CVIP Research Lab Enhancement",
SIUE, $3,905, April 2003.Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, August 2002 - August 2003,
$9600.Westar
Corporation, "Computer Vision for Quality Control of Microdisplay Chips", 1/01-12/02, $46,214.Senior
Assignment Fund Award, "Electrical and Computer Engineering Design
Support", SIUE, August 2001 - May 2002, $6100. SIUE Research Tools
Competition, funded $1725 for Halcon Software,
April 2002. Senior Assignment Fund
Award, "Enhancement of the Electrical and Computer Engineering Design
Process", SIUE, November 2000 - August 2001, $8460. State Matching Grant, SIUE,
"Wavelet and DCT in Conjunction with Vector Quantization for Image
Compression", $7,122, 8/00-8/01.Southwestern Illinois
Higher EducationConsortiumRegionalCenter For Distance Learning Mini Grant, "Integration of
Laboratory with Lectures and Web Site for Computer Imaging, Phase
II", $1000, February 2000. National Institutes of
Health, SBIR Phase II, through Stoecker and
Associates, Rolla, MO, "Algorithms for Pigmented
Lesions Screening and Detection" (Co-investigator), $104,820, August
1999 - August 2001.Senior Assignment Fund
Award, "Enhancement of the Electrical Engineering Design
Process", SIUE, September 1999 - August 2000, $8275 (with Engel). Funded University Research
(FUR) Award, SIUE, July 1999 - May 2000, "Color and Texture Analysis
of Skin Tumor Images", $3038. Excellence in Undergraduate
Education grant, SIUE, FY 2000, "Enhancement of Computer Imaging Lab
and Web Site", $10,613, #00-65. Southwestern Illinois
Higher Education Consortium Regional Center For
Distance Learning Mini Grant, "Inte gration of Laboratory with Lectures and Web Site for
Computer Imaging", $900, March 1999. Senior Assignment Fund
Award, "Enhancement of the Electrical Engineering Design
Process", SIUE, October 1 998, $7520 (with Engel, Bollini,
Bengtson). Faculty Development Fund
(FDF) Grant, SIUE, "Best Assessment Processes in Engineering
Education II", Octo ber
15-17, 1998, Rose-Hulman, $600. Excellence in Undergraduate
Education grant, SIUE, FY 1999, "Integration of Laboratory with
Lectures and Web Site for Computer Imaging", $14,950, #99-57. Funded University Research
Award, SIUE, July 1998 - May 1999, "Vector Quantization Compression
for Image P rocessing", $1,000.Summer Research Fellowship
(SRF), SIUE, Summer 1998 (FY 1999),
"Frequency Domain Filters for Digital Image Restoration",
$3,000.Funded University Research
(FUR) Award, SIUE, July 1997 - May 1998, "Deformable Template Image
Segmentation for Skin Tumor Borders", $3425.Program-Initiated Learning
Assessment Fund (PILAF) Award, SIUE, February 1997, $1500, "Guided
Design in Electrical Engineering: Implementation and Assessment"
(with Bollini).Summer Research Fellowship
(SRF), SIUE, Summer 1997 (FY 1998), "Deformable
Template Segmentation for Skin Tumor Borders", $6,000.Faculty Development Fund grant, SIUE School of Engineering, "Professional
Development in Computer Imaging", $3,000, Spring 1997.Senior Assignment Fund
Award, SIUE, October 1996, $6490, "Enhancement of the Electrical
Engineering Design Process" (with Engel, Bollini,
Bengtson).Funded University Research
(FUR) Award, SIUE, FY 1997, "Visualization for Computer Imaging
Research and Development", $500.Excellence
in Undergraduate Education grant, SIUE, FY 1997, "Active
Learning for Color Imaging", $11,550, #97-106.Senior Assignment Fund
Award, SIUE, October 1995, $1590, "Enhancement of the Printed Circuit
Board Layout Process" (with Engel, Bollini,
Bengtson).United States Army,
subcontract from Camber Corporation,"Army
Stores Certification Information/Rotary Wing Stores Integration",
$10,200, October 1995.United States Air Force,
subcontract from Stealth Technologies, Inc., "Research and
Development for RWSI Images", $19,800, October 1995.Senior Assignment Fund
Award, SIUE, March 1995, $1708, "Senior Assignment Enhancement by
Modernizing the EE Design Library with Computers" (with Engel, Bollini, Bengtson).Summer Research Fellowship
(SRF), SIUE, FY 1995, "Color Image Compression Algorithm
Development", $5,000.Grant Development
Competition Award, SIUE, "Multi-Band Image Compression Algorithm
Development", September 20, 1994, for FY 1995, $3,000.United States Army,
subcontract from Camber Corporation,"Army
Stores Certification Information/Rotary Wing Stores Integration",
$7800, October 1994.United States Air Force,
subcontract from Stealth Technologies, Inc., "CVIPtools Development
for CASSAS", $23,320, September 1994.Senior Assignment Fund
Award, SIUE, FY 1995, $13,069, "Senior Assignment Enhancement by
Modernizing the EE Design Library with Computers" (with Bollini, Bengtson).Excellence
in Undergraduate Education grant, SIUE, FY 1995, "Computer
Vision Lab for Active Learning", $18,828, #95-101 (with Foster).Senior Assignment Fund
Award, SIUE, FY 1994, $500, "Senior Assignment Enhancement by
Modernizing the EE Design Library with Computers" (with Bollini, Bengtson).Excellence in Graduate
Education grant, SIUE, FY 1994, "SPORT Project", funded for
$5,500 (with Bollini, Foster, Smith).Summer Research Fellowship
(SRF), SIUE, FY 1994, "Transforms and Filtering for CVIP Software
Tool", $2,000.United States Army,
subcontract from Systems Dynamics International, Inc., "Army Stores
Certification Information/Rotary Wing Stores Integration", $31,668,
September 1993.National Institutes of
Health (NIH), subcontract from Stoecker and
Associates (Co-investigator), "Early Detection of Pigmented Lesions
by Computer Vision", $7,560, June 1993.Research Equipment/Tools
Competition Award, SIUE, for $1,345.00 for AIM Problem Solver, April 1993.Funded University Research
Award, SIUE, FY 1994, "Neural Networks Applied to Computer Image
Analysis", Total $4,700, $2,700 for Research Assistant, $2,000 for
Contractual Services (Software), FUR Award F-EN411.Pixar, Inc., "Pixar IceMan Educational Software Grant", May 1992,
$2,000.Excellence in Undergraduate
Education grant, SIUE, FY 1993, "Completion of Interactive
Engineering Workstation", funded for $30,410 (with Alkin, Bollini, Foster, Pashea, S. Smith), #93-001.Research Equipment/Tools
Competition Award, SIUE, for $1,746.00, April 1992.Funded University Research
award (FUR), SIUE, FY 1993, "Development of Image Analysis and
Computer Vision Software Tool". $5,400 for research assistant, $1,500
for software, total $6,900. Award number F-EN310.Faculty Development Fund
Grant, FY 1992, "Integrating Design into the Engineering
Curriculum", SIUE, $1301.00, ID# 92E009.Excellence in Education
grant, SIUE, FY 1992, "Interactive EE Tutorial Work Station",
$42,400, (with Alkin, Bollini,
S. Smith, K. Smith, Pashea, Foster).Fourth Quarter Research
Fellowship (FQRF), SIUE, FY 1992, "Color Image Processing Algorithms
for Skin Cancer Diagnosis" $2,000.