Address

Data Privacy Lab
School of Computer Science
Carnegie Mellon University
5000 Forbes Avenue
Pittsburgh, PA 15213, USA


Email rgross at cs.cmu.edu
Web www.ralphgross.com

 

[64 KB]

 

 

 

Education

2008

Carnegie Mellon University
USA

PhD in Computation, Organizations
and Society.

1993–1998

University of Karlsruhe
Germany

Masters of Science in Computer Science
and Mathematics.

1991–1993

University of Kaiserslautern
Germany

Bachelor of Science.

 

Positions Held

2005-today

Carnegie Mellon University
Pittsburgh, PA

Research Assistant in Data Privacy Lab. Face recognition. Face De-Identification. Fingerprint Recognition. Video surveillance. Information revelation in online social networks.

2001–2005

Carnegie Mellon University
Pittsburgh, PA

Research Programmer in Robotics Institute. Face recognition. Human identification from a distance. Image segmentation. Facial Expression Analysis.

1998–2001

Carnegie Mellon University
Pittsburgh, PA

Research Programmer in Human-Computer Interaction Institute. Multimodal person identification. Handwriting recognition.


Additional Information

• Experienced in Matlab, C/C++, Java, Tcl/Tk, Perl, HTML

• Excellent knowledge of object oriented programming

• Areas of expertise: Face Recognition, Gait Recognition, Image Segmentation, Object Tracking, Fingerprint Recognition, Neural Networks, Speech and Handwriting Recognition, Biometrics, Multi-Modal Human Computer Interaction

 

 

Professional Activities

Program Committee, Non-rigid Registration and Tracking through Learning (in conjunction with ICCV), 2007

Program Committee, 2nd Beyond Patches Workshop (in conjuction with CVPR), 2007

Program Committee, International Workshop on Video Processing and Recognition, 2007

Program Committee, First International Workshop on Video Processing for Security, 2006

Program Committee, Second Workshop on Face Processing in Video (FPiV), 2005

Program Committee, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2004

Session Chair, International Biometric Society Spring Meeting, 2004

Reviewer for
– IEEE Transactions on Pattern Analysis and Machine Intelligence
– IEEE Transactions on Systems, Man, and Cybernetics
– IEEE Transactions on Circuits and Systems for Video Technology
– Image and Vision Computing
– Computer Vision and Image Understanding
– Pattern Recognition Letters
– Multidimensional Systems and Signal Processing
– IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
– Asian Conference on Computer Vision
– British Machine Vision Conference
– International Conference on Automatic Face and Gesture Recognition

 

 

Selected Presentations

• “Model-Based Face De-Identification” at the Workshop on Privacy Research In Vision, New York (June 2006)

• “Integrating Utility into Face De-Identification” at the 5th Workshop on Privacy Enhancing Technologies (PET) Dubrovnik, Croatia (June 2004)

• “An Image Pre-processing Algorithm for Illumination Invariant Face Recognition” at 4th International Conference on Audio- and Video Base Biometric Person Authentication, AVBPA 2003. Guildford, United Kingdom (June 2003)

• “Fisher Light-Fields for Face Recognition Across Pose and Illumination” at 24th Symposium of the German Association for Pattern Recognition, DAGM 2002 Zuerich, Switzerland (September 2002)

• “Identifying Humans” Invited presentation at Siemens Corporate Research. Princeton, NJ (August 2002)

• “Eigen Light-Fields and Face Recognition across Pose” at 5th International Conference on Automatic Face and Gesture Recognition, 2002. Washington, DC (May 2002)

• “Quo Vadis Face Recognition?” Invited presentation at Visionics Corporation. Jersey City, NJ (April 2002)

• “Face Recognition in a Meeting Room” at 4th Internation Conference on Automatic Face and Gesture Recognition, 2000. Grenoble, France (March 2000)

• “Multimodal Meeting Tracker” at International Conference on Content-Based Multimedia Information Access (RIAO), 2000. Paris, France (April 2000)

 

 

Selected Publications

Book Chapters

• R.Gross. "Face Databases." In S.Li and A.Jain, editors. Handbook of Face Recognition.
Springer, 2005

• R.Gross, S.Baker, I.Matthews, and T.Kanade. "Face recognition across pose and illumination."
In S.Li and A.Jain, editors. Handbook of Face Recognition. Springer, 2005
Journal Papers

• R.Gross, I. Matthews, and S.Baker. "Active appearance models with occlusion." Image and
Vision Computing, 2006.

• R.Gross, I. Matthews, and S.Baker. "Generic vs. person specific active appearance models."
Image and Vision Computing, 23(12):1080-1093, 2005.

• R.Gross, I. Matthews, and S.Baker. "Appearance-based face recognition and light-fields." IEEE
Transactions on Pattern Analysis and Machine Intelligence. 26(4):449-465, 2004.
Conference Papers

• R.Gross, I. Matthews, and S.Baker. "Generic vs. person specific active appearance models."
In British Machine Vision Conference, 2004.

• R.Gross and V.Bra jovic. "An image pre-processing algorithm for illumination invariant face
recognition.
" In 4th International Conference on Audio-and Video Based Biometric Person
Authentication (AVBPA), 2003.

• R.Gross, I.Matthews, and S.Baker. "Fisher light-fields for face recognition across pose and il-
lumination.
" In 24th Symposium of the German Association for Pattern Recognition (DAGM),
2002.

• R.Gross, I.Matthews, and S.Baker. "Eigen light-fields and face recognition across pose." In 5th
International Conference on Automatic Face and Gesture Recognition, 2002.

• R.Gross, J.Yang, and A.Waibel. "Face recognition in a meeting room." In 4th International
Conference on Automatic Face and Gesture Recognition, 2000.

• R.Gross, J.Yang, and A.Waibel. "Growing gaussian mixture models for pose invariant face
recognition.
" In International Conference on Pattern Recognition (ICPR), 2000.

 


Workshop Papers

• R.Gross, L.Sweeney, F. de la Torre, and S.Baker. "Model-based face de-identification." In IEEE
Workshop on privacy research in vision, 2006.

• A.Acquisti and R.Gross. "I know what you did last summer: self-awareness, imagined com-
munities, and information sharing in an online social network.
" In Workshop on Privacy
Enhancing Technologies (PET), 2006.

• R.Gross and A.Acquisti. "Information revelation and privacy issues in social networking sites."
In Workshop on Privacy in the Electronic Society (WPES), 2005.

• R.Gross, E.Airoldi, B.Malin, and L. Sweeney. "Integrating utility into face de-identification."
In Workshop on Privacy Enhancing Technologies (PET), 2005.

• R.Gross, J.Shi and J.Cohn. "Quo vadis face recognition." In Third Workshop on Empirical
Evaluation Methods in Computer Vision, 2001.

 

 

Technical Reports

• S.Baker, R.Gross, and I.Matthews. Lucas-Kanade. "20 years on: A unifying framework: part
4: The choice of the error norm.
" Technical Report. CMU-RI-TR-04-14, Carnegie Mellon
University, 2004.

• S.Baker, R.Gross, and I.Matthews. Lucas-Kanade. "20 years on: A unifying framework: part
3: Allowing linear appearance variation.
" Technical Report. CMU-RI-TR-03-35, Carnegie
Mellon University, 2003.

• S.Baker, R.Gross, T.Ishikawa, and I.Matthews. Lucas-Kanade. "20 years on: A unifying frame-
work: part 2: The choice of the error norm.
" Technical Report. CMU-RI-TR-03-01, Carnegie
Mellon University, 2003.