George Wolberg
`
`Office Address
`Department of Computer Science
`The City College of New York
`138th St. at Convent Ave.
`New York, NY 10031
`212-650-6160 (Tel)
`212-650-6248 (Fax)
`wolberg@cs.ccny.cuny.edu
`http://www-cs.ccny.cuny.edu/∼wolberg
`
`Home Address
`111 Woodmere Blvd South
`Woodmere, NY 11598
`516-668-1393 (Cell)
`
`Revised: November 1, 2013
`
`Research
`Interests
`
`Education
`
`Honors
`
`• Image Processing, computer vision, computer graphics:
`warping, morphing, interpolation, registration, filtering, 3D modeling, visual effects.
`
`• Columbia University, Ph.D. in Computer Science, October 1990
`Ph.D. Thesis: Separable Image Warping: Implications and Techniques. Advisor: T.E. Boult
`• Cooper Union, M.E. in Electrical Engineering, November 1985. GPA: 3.8/4.0
`Masters Thesis: An Omni-Font Character Recognition System. Advisor: Y.Z. Efe
`• Cooper Union, B.E. in Electrical Engineering, May 1985. GPA in major: 3.8/4.0
`• Queens College, 18 Accounting credits (summers ’81-’83), May 1985. GPA: 3.8/4.0
`• Stuyvesant H.S., Academic Diploma, June 1981.
`
`• CUNY Certificate of Recognition “Salute to Scholars” Awards, 2000-2011
`• Mayor’s Award for Excellence in Science and Technology, NYC, 1999/2000
`• Citation in “Who’s Who in Science and Engineering,” 2000-present
`• Citation in “Who’s Who Among America’s Teachers,” 1998-present
`• NASA Faculty Award for Research, 1998-2001
`• CCNY Outstanding Teaching Award, 1997
`• NSF Presidential Young Investigator Award, 1991-1996
`• NSF Fellow in the 1990 Summer Institute in Japan Program
`• NSF Graduate Fellowship, 1985-1988
`• Four Year Merit Scholarship to the Cooper Union, 1981-1985
`• Member of Tau Beta Pi National Engineering Honor Society, 1984
`• Member of Eta Kappa Nu National Electrical Engineering Honor Society, 1984
`
`Positions Held
`
`• PROFESSOR, DEPARTMENT OF COMPUTER SCIENCE
`THE CITY COLLEGE OF NEW YORK / CUNY
`Assistant Professor (1990-1994), Associate Professor (1994-1998), Full Professor (1998-
`present). Teach courses in image processing, computer graphics, software design, digital
`logic, computer architecture, and C++ programming. Conduct research and supervise stu-
`dents in image processing, computer graphics, and computer vision. 1990-present.
`• ADJUNCT PROFESSOR, DEPARTMENT OF COMPUTER SCIENCE
`COLUMBIA UNIVERSITY
`Teach Computational Techniques in Image Processing (W4165). 1990-2005.
`
`VALEO EX. 1025_001
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`• SOFTWARE CONSULTANT
`APPLE COMPUTER
`Implemented the image warping and morphing modules for Shake 3.5, the industry’s leading
`digital effects compositing system. High-profile Shake customers include Weta Digital, Esc
`Entertainment, and Industrial Light and Magic. Since 1997, Shake has been used by the
`industry’s top studios to generate mesmerizing Oscar-winning visual effects for such movies
`as the Matrix and the Lord of the Rings trilogies. 2003-2004.
`• LEGAL CONSULTANT
`Served as expert witness in several patent invalidity and infringement cases. Prepared trial
`exhibits, testified before a jury, and invalidated a patent to successfully represent defendants.
`Clients include: Paramount Pictures (Pennie and Edmonds, 1995); Nedgraphics (Warner Nor-
`cross & Judd, 1998); Nvidia (Cooley Godward, 1999-2000); Universal Pictures (Sheldon and
`Mak, 2000); Adobe (Fish and Richardson, 2011); and Valeo (Osha Liang, 2013).
`
`• Department of Energy
`Principal Investigator on 3D Photography Algorithms for Computational Forensics. This
`proposed 3-year grant (1/1/14-12/31/16) is to provide a total of $832,000 for developing a
`comprehensive feature-based 3D photography toolkit for computational forensics. The ob-
`jectives are to compute photorealistic models from unordered collections of images, perform
`robust feature extraction in cluttered spaces and feature-limited environments, perform fea-
`ture tracking among ordered as well as unordered image collections, and compute log-polar
`image registration to georeference reconstructed models onto Google Earth maps and other
`available high-resolution nadir (downward-looking) images.
`• National Science Foundation
`Principal Investigator on Curvature Scale-Space 3D for Feature Extraction and Shape Match-
`ing. This proposed 3-year grant (9/1/14-9/1/17) is to provide a total of $497,836 for devel-
`oping a new multiscale surface representation based on scale-space theory that specifically
`targets 3D shape matching applications. The proposed representation is stable against surface
`noise, and can be used to form discriminative feature vectors useful for establishing corre-
`spondences between regions on 3D surfaces.
`• National Science Foundation
`Principal Investigator on Flash LIDAR 3D Photography Photography System. This proposed
`3-year grant (9/1/14-9/1/17) is to provide a total of $497,836 for developing a 3D photogra-
`phy system that will fuse a stream of flash LIDAR depth data with calibrated RGB video to
`acquire phototextured 3D geometry of dynamic scenes at real-time rates. The underpinnings
`of this project lies in our recent work on 3D scale-invariant feature transforms (3D SIFT) to
`extract the salient features from each frame that may be registered together to produce the
`phototextured 3D models.
`
`• Artaic Inc.
`Principal Invesigator on SBIR Phase IIa: Computer-Aided Mosaic Design and Construction.
`This is a 1-year $90,000 subcontract from Artaic (10/1/13-10/1/14) for research on the use
`of the log-polar image registration algorithm developed by the PI to design and render fractal
`mosaics, a new class of photomosaics. A fast GPU-based implementation will be developed
`and integrated into the graphical user interface that will be implemented to generate fractal
`mosaic images and to control their parameters.
`• Department of Energy
`Principal Investigator on Multi-Scale Image-to-Image Geo-registration and 3D Reconstruc-
`tion. This is a 10-month $93,000 contract (3/1/12-12/31/12) to assess the utility of log-polar
`transformations for rapid multi-scale multi-temporal registration among DOE-supplied hy-
`perspectral images. The purpose of this work is to investigate ground anomaly sites for nu-
`clear non-proliferation applications.
`
`Pending Grants
`
`Grants
`
`VALEO EX. 1025_002
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`• City Seeds Award (CCNY)
`Co-PI on Computer-Aided Mosaic Design and Rendering with Prof. Annette Weintraub (Art
`Dept, CCNY). This is a 1-year grant (1/1/11 - 12/31/11) that provides a total of $50,000 for
`research and development of precision tiling and editing tools for designing and rendering
`digital images of tiled mosaics in the classic Greco-Roman style. We leveraged this work to
`collaborate with Artaic (Boston, MA) to design custom mosaics that can be manufactured by
`robots. An iPad mosaic design app is currently being implemented for a targeted mid-2012
`release date. RF-93348-0601.
`• Department of Energy
`Principal Investigator on Feature-Based Data Fusion for 3D Photography. This is a 2-year
`extension (9/15/09-9/15/11) to the DOE grant cited below. This extension provides $525,000
`for research on feature-based data fusion algorithms for massive 3D photography datasets.
`DE-FG52-06NA27503-A006. RF-47814-00-04.
`• Securics Inc.
`Principal Invesigator on STTR Phase IIa: Improving Privacy and Security in Biometrics.
`This is a 1-year $104,109 subcontract from Securics (10/1/09-10/1/10) for research on the
`use of multi-scale 3D feature extraction/matching to improve the robustness of the Biotope
`secure revocable transform for biometric data applied to face recognition and verification.
`RF-75989-0001.
`• Department of Energy
`Principal Investigator on Feature-Based Data Fusion for 3D Photography. This is a 3-year
`grant (9/15/06-9/15/09) that provides a total of $556,694 for research on feature-based data
`fusion algorithms for massive 3D photography datasets. DE-FG52-06NA27503. RF-47814-
`00-01.
`• Google Research Award
`Co-PI with Prof. Ioannis Stamos (Hunter College) on Automated Texture Mapping and Model
`Fitting for SketchUp Models. This is a 1-year grant (9/1/07 - 9/1/08) that provides a total
`of $50,000 for research on algorithms to automatically texture map photos onto SketchUp
`models. City College 21st Century Foundation.
`• CUNY Collaborative Research Grant
`Co-PI with Prof.
`Ioannis Stamos (Hunter College). This is a one-year grant (9/1/2006 -
`9/1/2007) that provides $40,000 for research on a visualization toolkit for 3D photography.
`RF-80209-01-13.
`• NSF Computing Research Infrastructure Co-PI on “PRISM: Center for Perceptual Robotics,
`Intelligent Sensors, and Machines,” with J. Xiao (EE), Z. Zhu (CS), and M. Lee (EE). This is
`a 3-year grant (3/15/2006 - 3/15/2009) that provides $310,000 from the NSF for funding the
`PRISM center at CCNY.
`• AFRL RASER Program
`Co-PI on Dynamic Pushbroom Stereo Mosaics for 3D and Moving Target Extraction with
`Prof. Zhigang Zhu. This is a 4.5-year grant (3/7/2005 - 9/7/2009) that provides a total of
`$225,336 for research on a new geometric approach for recovering 3D objects and target
`extraction in dense urban scenes. FA8650-05-1-1853.
`• ONR HBCU/MI Research and Education Program Grant
`Principal Investigator on Log-Polar Transforms for Optical Image Processing and Target
`Recognition. This is a 3.5-year grant (3/1/2003 -10/1/2006) that provides a total of $600,000
`for research on log-polar transforms for target recognition and DSA technology. N000140310511.
`RF-47487-00-01.
`• CUNY Research Equipment Grant
`Co-PI on Integration of Laser Vibrometry, Infrared and Video for Multimodal Human Detec-
`tion with Prof. Zhigang Zhu. The grant provides $50,000 during 2/19/2004 - 2/18/2005 for
`the purchase of a laser doppler vibrometer and infrared camera.
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`VALEO EX. 1025_003
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`• CUNY Collaborative Research Grant
`Co-PI with Prof. George Chaikin (Lehman College). This is a 2-year grant (11/1/2001 -
`11/1/2003) that provides $15,840/year for research on log-polar transforms for image regis-
`tration. RF-92919-00-08.
`• NASA Faculty Award for Research
`Principal Investigator on Robust Algorithms for Image Registration. This is a 3-year award
`(1998-2001) that provides a total of $300,000/year for the development of robust image reg-
`istration algorithms. NAG5-7129, RF-449588.
`• NASA PAIR Award
`Associate Faculty Investigator on Integration of Research and Education in Remote Sens-
`ing and Environmental/Climate Studies. This is a 5-year award (1998-2003) that provides
`$500,000/year for revamping the curriculum of various courses with an enhanced research
`component. The courses targeted by this grant include image processing, remote sensing,
`and environmental/climate studies. NCC5-344, RF-449598.
`• NASA MU-SPIN Grant
`Co-PI with Prof. Michael Vulis. This is a one-year grant (9/1997-9/1998) that provides
`$50,000 towards the development and implementation of a new model for the dissemination
`of online technical documentation and the evaluation of its impact on courseware. The grant
`is administered through the Minority University Research and Education Division (MURED).
`RF-449557.
`• NSF Presidential Young Investigator Award
`Principal Investigator on Algorithms for Image Manipulation. This is a 5-year award (9/1/1991
`- 9/1/1996) that provides $25,000/year plus matching of industrial support up to $37,500/year,
`for a total of up to $100,000/year. Industrial support from Xerox, SUN, Stardent, Micro-
`Press, Korea Advanced Institute of Science and Technology, and Pacific Coast Software.
`IRI-9157260, RF-440665.
`• NSF Minority Institution Infrastructure Grant
`Co-PI on Center for Minorities in Information Processing Systems. This is a 5-year grant
`(9/1/1991 - 9/1/1996) that provides $1,336,546 for the purpose of increasing the representa-
`tion of minorities in academic research. RF-440674.
`• Xerox Foundation
`Principal Investigator on Algorithms for Image Restoration. This is a 5-year grant (9/1/1992
`- 9/1/1997) that provides $50,000 for the development of algorithms for restoring images
`scanned in the presence of vibrations. Several publications and a U.S. patent have been
`generated from this work. RF-776462.
`• CUNY Collaborative Research Grant
`Co-PI with Profs. Theodore Raphan (Brooklyn College) and Ari Gross (Queens College).
`This is a 2-year grant (9/1/1994 - 9/1/1996) that provides $24,000 for research on pattern
`identification and visualization in the presence of noise. RF-992162.
`• PSC-CUNY Grants
`Principal Investigator on various grants, including Digital Image Warping, Digital Image
`Registration, Omnidirectional Imaging, 3D Photography, and Mosaic Rendering. Provided
`$12000 for 2012-2013 (RF-65773-00-43), $2860 for 2010-2011 (RF-62170-00-41), $4300
`for 2009-2010 (RF-62170-00-40), $2805 for 2005-2006 (RF-67191-00-36), $3495 for 2004-
`2005 (RF-66454-00-35), $3297 for 2003-2004 (RF-65411-00-34), $3352 for 2002-2003 (RF-
`64417-00-33), $3314 for 2001-2002 (RF-63394-00-32), $3374 for 1999-2000 (RF-61408-
`00-30), $3632 for 1998-1999 (RF-69374-00-29), $3909 for 1997-1998 (RF-668373), $3432
`for 1996-1997 (RF-667351), $3519 for 1995-1996 (RF-666338), $3899 for 1994-1995 (RF-
`665313), $2519 for 1993-1994 (RF-664314), $2286 for 1992-1993 (RF-663297), and $1000
`for 1991-1992 (RF-662489).
`• New York State Center for Advanced Technologies Program
`Co-PI on Applications of Image Reconstruction and Image Warping on Entertainment and
`Medical Diagnosis. Provided $20,342 for 1990.
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`VALEO EX. 1025_004
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`

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`Patents
`
`Monograph
`
`Book Chapters
`
`1. “Page Turner with Moving Page Retaining Arms and Method of Operation,” A. Sadegh and
`G. Wolberg U.S. Patent No. 7,939,739. Issue Date: May 10, 2011.
`2. “System and Related Methods for Automatically Aligning 2D Images of a Scene to a 3D
`Model of the Scene,” G. Wolberg, L. Liu, I. Stamos, G. Yu, and S. Zokai, U.S. Prov. Patent
`Appl. No. 12/157,595, December 18, 2008.
`3. “Domain of Definition in Warper/Morpher,” D. Candela, M. Middler, R. Brinkmann, and G.
`Wolberg, U.S. Patent No. 7,418,156. Issue Date: August 26, 2008.
`4. “Automatic Page Turner with Turnstile Element,” G. Wolberg and A. Sadegh, U.S. Patent No.
`7,019,203. Issue Date: March 28, 2006.
`5. “Automatic Page Turner with Belt Drive Element,” A. Sadegh and G. Wolberg, U.S. Patent
`No. 6,935,058. Issue Date: August 30, 2005.
`6. “Method for Processing Data and Method for Generating Digital Output Data,” G. Wolberg
`and R. Loce, Japanese Patent No. JP8237476A2. Issue Date: September 13, 1996.
`7. “Method for Restoring Images Scanned in the Presence of Vibrations,” G. Wolberg and R.
`Loce, U.S. Patent No. 5,537,226. Issue Date: July 16, 1996.
`8. “Separable Image Warping Methods and Systems Using Spatial Lookup Tables”, G. Wolberg
`and T.E. Boult, U.S. Patent No. 5,204,944. Issue Date: April 20, 1993.
`
`• Digital Image Warping, G. Wolberg, IEEE Computer Society Press, Los Alamitos, CA, 1990.
`Also appears in its entirety in Essential Books in Graphics Programming, a Dr. Dobb’s
`Journal CD-ROM, 1995.
`
`1. “Dynamic Pushbroom Stereo Vision for Surveillance and Inspection,” Z. Zhu, G. Wolberg,
`J.R. Layne, Chapter 8 in 3D Imaging for Safety and Security,” Edited by A. Koschan, M.
`Pollefeys, and M. Abidi, Kluwer/Springer, August 2007, pp. 173-200.
`2. “LDV Sensing and Processing for Remote Hearing in a Multimodal Surveillance System,” Z.
`Zhu, W. Li, E. Molina, G. Wolberg, Chapter 4 in Multimodal Surveillance: Sensors, Algo-
`rithms, and Systems,” Edited by Z. Zhu and T.S. Huang, Artech House Publisher, July 2007,
`pp. 59-90
`3. “Sampling, Reconstruction, and Antialiasing,” CRC Handbook of Computer Science, 2nd
`Edition, Ed. by A.B. Tucker, Chapman & Hall / CRC Press, 2004.
`4. “Image Manipulation,” Encyclopedia of Electrical and Electronics Engineering, Ed. by J.G.
`Webster, Wiley, 1999.
`5. “Sampling, Reconstruction, and Antialiasing,” CRC Handbook of Computer Science and En-
`gineering, Ed. by A.B. Tucker, CRC Press, 1997.
`6. “Fast Convolution With Packed Lookup Tables,” G. Wolberg and H. Massalin, Graphics
`Gems IV, Ed. by P. Heckbert, Academic Press, 1994.
`7. “A Fast Algorithm for Digital Image Scaling,” G. Wolberg and H. Massalin, Communicating
`With Virtual Worlds, Ed. by N.M. Thalmann and D. Thalmann, Springer-Verlag, 1993.
`8. “Image Warping Among Arbitrary Planar Shapes,” New Trends in Computer Graphics, Ed.
`by N.M. Thalmann and D. Thalmann, Springer-Verlag, 1988, pp. 209-218.
`
`Journal
`Publications
`
`Available at
`http://www-cs.ccny.cuny.edu/∼wolberg/publications.html
`
`1. “Lightweight 3D Modeling of Urban Buildings from Point Clouds,” W. Li, G. Wolberg, and
`S. Zokai, IEEE Trans. of Visualization and Computer Graphics, submitted for publication,
`2013.
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`VALEO EX. 1025_005
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`2. “Multiscale 3D Feature Extraction and Matching with an Application to 3D Face Recogni-
`tion,” H. Fadaifard, G. Wolberg, and R. Haralick, Graphical Models, vol. 75, pp. 157-176,
`July 2013.
`3. “Image Warping for Retargeting Garments Among Arbitrary Poses,” H. Fadaifard and G.
`Wolberg,” Visual Computer, vol. 29, no. 6, pp. 525-534, June 2013.
`4. “Page Turning Solutions for Musicians: A Survey,” G. Wolberg and I. Schipper, WORK: A
`Journal of Prevention, Assessment, and Rehabilitation, vol. 41, no. 1, pp. 37-52, January
`2012.
`5. “PhotoSketch: A Photo-Centric Urban 3D Modeling Plugin for Google SketchUp,” ISPRS
`Journal of Photogrammetry and Remote Sensing,” submitted for publication, 2011.
`6. “Integrating Automated Range Registration with Multiview Geometry for the Photorealistic
`Modeling of Large-Scale Scenes,” I. Stamos, L. Liu, C. Chen, G. Wolberg, and S. Zokai, Intl.
`Journal of Computer Vision, vol. 78, no. 2-3, pp. 237-260, July 2008.
`7. “Image Registration Using Log-Polar Mappings for Recovery of Large-Scale Similarity and
`Projective Transformations,” S. Zokai and G. Wolberg, IEEE Trans. Image Processing, vol.
`14, no. 10, pp. 1422-1434, October 2005.
`8. “Rendering Traditional Mosaics,” G. Elber and G. Wolberg, Visual Computer, vol. 19, pp.
`67-78, 2003.
`9. “An Energy-Minimization Framework for Monotonic Cubic Spline Interpolation,” G. Wol-
`berg and I. Alfy, Journal of Computational and Applied Mathematics, vol. 143, no. 2, pp.
`145-188, 2002.
`10. “One-Dimensional Resampling with Inverse and Forward Mapping Functions,” G. Wolberg,
`H.M. Sueyllam, M.A. Ismail, and K.M. Ahmed, Journal of Graphics Tools, vol. 5, no. 3, pp.
`11-33, 2001.
`11. “Image Morphing: A Survey,” G. Wolberg, Visual Computer, vol. 14, no. 8/9, pp. 360-372,
`1998.
`12. “Polymorph: Morphing Among Multiple Images,” S. Lee, G. Wolberg, and S.Y. Shin, IEEE
`Computer Graphics and Applications, vol. 18, no. 1, pp. 58-71, January/February 1998.
`13. “Scattered Data Interpolation With Multilevel B-Splines,” S. Lee, G. Wolberg, and S.Y. Shin,
`IEEE Trans. Visualization and Computer Graphics, vol. 3, no. 3, pp. 228-244, September
`1997.
`14. “Image Metamorphosis With Scattered Feature Constraints,” S. Lee, G. Wolberg, K.Y. Chwa,
`and S.Y. Shin, IEEE Trans. Visualization and Computer Graphics, vol. 2, no. 4, pp. 337-354,
`December 1996.
`15. “Restoration of Images Scanned in the Presence of Vibrations,” G. Wolberg and R. Loce,
`Journal of Electronic Imaging, vol. 5, no. 1, pp. 50-65, January 1996.
`16. “Image Metamorphosis Using Free-Form Deformations and Snakes,” S. Lee, K.Y. Chwa, S.Y.
`Shin, and G. Wolberg, Computer Graphics, pp. 439-448, August 1995.
`17. “A Two-Pass Mesh Warping Implementation of Morphing,” G. Wolberg, Dr. Dobb’s Journal,
`no. 202, July 1993.
`18. “Local Image Reconstruction and Subpixel Restoration Algorithms,” T.E. Boult and G. Wol-
`berg, CVGIP: Graphical Models and Image Processing, vol. 55, no. 1, pp. 63-77, January
`1993.
`19. “Separable Image Warping With Spatial Lookup Tables,” G. Wolberg and T.E. Boult, Com-
`puter Graphics, vol. 23, no. 3, pp. 369-378, July 1989.
`20. “Skeleton-Based Image Warping,” G. Wolberg, Visual Computer, vol. 5, pp. 95-108, 1989.
`21. “A Syntactic Omni-font Character Recognition System,” G. Wolberg, Intl. Journal of Pattern
`Recognition and Artificial Intelligence, vol. 1, no. 3 & 4, December 1987, pp. 303-322.
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`VALEO EX. 1025_006
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`22. “Restoration of Degraded Binary Images Using Stochastic Relaxation with Annealing,” G.
`Wolberg and T. Pavlidis, Pattern Recognition Letters, vol. 3, no. 6, December 1985, pp.
`375-388.
`
`Conference
`Publications
`
`Available at
`http://www-cs.ccny.cuny.edu/∼wolberg/publications.html
`
`1. “Image Warping for Retargeting Garments Among Arbitrary Poses,” H. Fadaifard and G.
`Wolberg, Proc. Computer Graphics International, June 2013.
`2. “Multiscale 3D Feature Extraction and Matching,” H. Fadaifard and G. Wolberg, Proc. 3D
`Imaging, Modeling, Processing, Visualization, and Transmission Conference (3DIMPVT11),
`May 2011.
`3. “Lightweight 3D Modeling of Urban Buildings from Range Data,” Proc. 3D Imaging, Mod-
`eling, Processing, Visualization, and Transmission Conference (3DIMPVT11), May 2011.
`4. “Think Globally, Cluster Locally: A Unified Framework for Range Segmentation,” Proc. 4th
`Intl. Symposium on 3D Data Processing, Visualization, and Transmission (3DPVT08), June
`2008.
`5. “LDV Sensing and Processing for Remote Hearing in a Multimodal Surveillance System,” Z.
`Zhu, W. Li, E. Molina, and G. Wolberg, Proc. IEEE Conf. on Computer Vision and Pattern
`Recognition, June 2007.
`6. “Remote Voice Acquisition in Multimodal Surveillance,” W. Li, Z. Zhu, and G. Wolberg,
`IEEE Intl. Conf. Multimedia and Expo (ICME), Toronto, Canada, July 2006.
`7. “Multiview Geometry for Texture Mapping 2D Images Onto 3D Range Data,” L. Liu, I.
`Stamos, G. Yu, G. Wolberg, and S. Zokai, Proc. IEEE Conf. on Computer Vision and Pattern
`Recognition, pp. 2293-2300, June 2006.
`8. ”3D Modeling Using Planar Segments and Mesh Elements,” I. Stamos, G. Yu, G. Wolberg,
`and S. Zokai, 3rd Intl. Symposium on 3D Data Processing, Visualization, and Transmission,
`University of North Carolina, Chapel Hill, June, 2006.
`9. ”Dynamic 3D Urban Scene Modeling Using Multiple Pushbroom Mosaics,” H. Tang, Z. Zhu,
`G. Wolberg, and J.R. Layne, 3rd Intl. Symposium on 3D Data Processing, Visualization, and
`Transmission, University of North Carolina, Chapel Hill, June, 2006.
`10. “Content-Based 3D Mosaic Representation for Video of Dynamic 3D Scenes,” Z. Zhu, H.
`Tang, G. Wolberg, and J. Layne, IEEE/AIPR Workshop on Multi-Modal Imaging, Washing-
`ton, DC, October 2005.
`11. “Integrating LDV Audio and IR Video for Remote Multimodal Surveillance,” Z. Zhu, W. Li,
`and G. Wolberg, IEEE Workshop on Object Tracking and Classification In and Beyond the
`Visible Spectrum, in conjunction with IEEE Conf. on Computer Vision and Pattern Recogni-
`tion, June 2005.
`12. “3D and Moving Target Extraction from Dynamic Pushbroom Stereo Mosaics,” Z. Zhu, H.
`Tang, B. Shen, and G. Wolberg, IEEE Workshop on Advanced 3D Imaging for Safety and
`Security, in conjunction with IEEE Conf. on Computer Vision and Pattern Recognition, June
`2005.
`13. “Robust Image Registration Using Log-Polar Transform,” G. Wolberg, and S. Zokai, Proc.
`IEEE Intl. Conf. on Image Processing, Vancouver, Canada, September 2000.
`14. “Image Registration for Perspective Deformation Recovery,” G. Wolberg and S. Zokai, SPIE
`Conf. on Automatic Target Recognition X, Proc. SPIE 4050, Orlando, Florida, April 2000.
`15. “Monotonic Cubic Spline Interpolation,” G. Wolberg and I. Alfy, Proc. Computer Graphics
`Intl., Canmore, Canada, June 1999.
`16. “Nonuniform Image Reconstruction Using Multilevel Surface Interpolation,” G. Wolberg,
`Proc. IEEE Intl. Conf. on Image Processing, Santa Barbara, CA, October 1997.
`
`VALEO EX. 1025_007
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`17. “Recent Advances in Image Morphing,” G. Wolberg, Proc. Computer Graphics Intl., Pohang,
`Korea, June 1996.
`18. “Inverting Input Scanner Vibration Errors,” G. Wolberg and R. Loce, Proc. IEEE Intl. Conf.
`on Image Processing, Washington, D.C., October 1995.
`19. “Restoration of Images Degraded By Input Scanner Vibrations,” G. Wolberg and R. Loce,
`IS&T/SPIE Symposium on Electronic Imaging Science and Technology: Document Process-
`ing II, San Jose, CA, Feb. 1995.
`20. “Characterization of Vibration-Induced Image Defects in Input Scanners,” R. Loce and G.
`Wolberg, IS&T/SPIE Symposium on Electronic Imaging Science and Technology: Document
`Processing II, San Jose, CA, Feb. 1995.
`21. “A PC-Based Photographic-Quality Image Generator for Flight Simulation,” G. Wolberg,
`I.C. Gertner, G.A. Geri, G.R. Kelly, B.J. Pierce, M. Thomas, and E.L. Martin, 16th Interser-
`vice/Industry Training and Education Conf., Nov. 1994.
`22. “A Fast Algorithm for Digital Image Scaling,” G. Wolberg and H. Massalin, Proc. Computer
`Graphics Intl., Lausanne, Switzerland, June 1993.
`23. “Correcting Chromatic Aberration Using Image Warping,” T.E. Boult and G. Wolberg, Proc.
`IEEE Conf. on Computer Vision and Pattern Recognition, June 1992.
`24. “Image Warping Among Arbitrary Planar Shapes,” G. Wolberg, Proc. Computer Graphics
`Intl., Geneva, Switzerland, May 1988.
`25. “An Omni-font Character Recognition System,” G. Wolberg, Proc. IEEE Conf. on Computer
`Vision and Pattern Recognition, June 1986, pp. 168-173.
`26. “An Algorithm for the Segmentation of Degraded Bilevel Images,” T. Pavlidis and G. Wol-
`berg, Proc. IEEE Conf. on Computer Vision and Pattern Recognition, June 1986, pp. 570-
`575.
`
`Technical Reports and
`Unrefereed Publications
`
`1. “2D/3D Image Registration and Warping,” Course Notes, ACM Siggraph, Los Angeles, Au-
`gust 1999.
`2. “Nonuniform Image Reconstruction,” G. Wolberg, G. and I. Gertner, Intl. Workshop on Sam-
`pling Theory and Applications, Aveiro, Portugal, June 1997.
`3. “Image Morphing,” Course Notes, Computer Graphics Intl., Pohang, Korea, June 1996.
`4. “Image Morphing,” Course Notes, ACM Siggraph, Los Angeles, August 1995.
`5. “Image Processing,” Course Notes, Computer Graphics Intl., Melbourne, Australia, June
`1994.
`6. “Image Morphing,” invited article in SPIE/IS&T Electronic Imaging, vol. 4, no. 1, January
`1994.
`7. “Correcting Chromatic Aberration Using Image Warping,” T.E. Boult and G. Wolberg, Proc.
`DARPA Image Understanding Workshop, pp. 363-278, 1992.
`8. Separable Image Warping: Implications and Techniques, G. Wolberg, Ph.D. Thesis, Depart-
`ment of Computer Science, Columbia University, NY, 1990.
`9. “Geometric Transformation Techniques for Digital Images: A Survey,” G. Wolberg, Com-
`puter Science Technical Report CUCS-390-88, Columbia University, December 1988.
`10. “Fast Fourier Transforms: A Review,” G. Wolberg, Computer Science Technical Report
`CUCS-388-88, Columbia University, September 1988.
`11. “IMPROC: An Interactive Image Processing Software Package,” G. Wolberg, Computer Sci-
`ence Technical Report CUCS-330-88, Columbia University, April 1988.
`
`VALEO EX. 1025_008
`
`

`

`12. An Omni-Font Character Recognition System, G. Wolberg, Masters Thesis, Cooper Union,
`1985.
`
`CCNY Activities
`Professional Service
`
`• Mentor for fifty undergrad/graduate students, 1990-present
`• Mentor of the Departmental Executive Committee, 2008-present
`• Member of the Departmental Undergraduate Curriculum Committee, 1991-present
`• Member of the Departmental Ad Hoc Standards Committee, 1991-present
`• Member of the PSC-CUNY grant review panel, 1991-present
`• Member of the Departmental Laboratory Committee, 1993-present
`• Member of the Outstanding Teaching Award Selection Committee, 1998
`• Member of the Mentoring Award Selection Committee, 1998
`• Secretary to the School of Engineering, 1992-1995
`• Faculty Advisor to the student chapter of the ACM, 1990-1996
`• Mentor for postdoctoral scholar Dr. Seungyong Lee, 1995-1996
`• Mentor for CSc doctoral students Siavash Zokai, Gene Yu, Hadi Fadaifard, Weihong Li, Ivan
`Dryanovski, Christoforos Christoforou, Itzik Alfy, Jayson Rome, Alexei Miasnikov, Mira
`Nikolic, Tat-Keon Lim
`• Reviewer for NSF, ACM Siggraph, IEEE Transactions on Pattern Analysis and Machine Intel-
`ligence, IEEE Transactions on Image Processing, IEEE Computer, IEEE Computer Graphics
`and Applications, IEEE Transactions on Visualization and Computer Graphics, ACM Trans-
`actions on Graphics, CVGIP: Graphical Models and Image Processing, and Journal of Visu-
`alization and Computer Animation.
`• Program committee: Pacific Graphics Conference and Computer Graphics Intl.
`
`• Institute of Electrical and Electronics Engineers (IEEE) Senior Member.
`• Association for Computing Machinery (ACM) member.
`• New York Academy of Sciences (NYAS) member.
`
`• Air Force Research Labs (Dayton, OH), Apple Computer (Santa Monica, CA), AT&T Bell
`Labs (Murray Hill, NJ), Electrotechnical Laboratory (Tsukuba, Japan), Goldstar (Seoul, Ko-
`rea), Google (Mountain View and NYC), Hebrew University (Jerusalem, Israel), Hewlett-
`Packard (Fort Collins, CO), IBM Watson Research Center (Yorktown Heights/Hawthorne,
`NY), ISG Technologies (Toronto, Canada), Lehigh University, Microsoft (Redmond, WA),
`Mitsubishi (Osaka, Japan), Naval Air Warfare Center (China Lake, CA), NEC (Tokyo, Japan),
`POSTECH (Pohang, Korea), Sony (Tokyo, Japan), Technion - Israel Institute of Technol-
`ogy (Haifa), Tel Aviv University (Israel), Xerox (Webster, NY), City College of New York,
`New York Academy of Sciences, Queens College, Hunter College, SUNY Stony Brook, and
`Columbia University.
`
`Professional
`Memberships
`
`Selected
`Invited Talks
`
`VALEO EX. 1025_009
`
`