People : hans_peter : publications

Articles and Conference Papers

Cadambi, Srihari and Durdanovic, Igor and Jakkula, Venkata and Sankaradass, Murugan and Cosatto, Eric and Chakradhar, Srimat and Graf, Hans Peter: A Massively Parallel FPGA Based Co-Processor for Support Vector Machines. Proc. Field Programmable Custom Computing Machines, FCCM (2009)

Sankaradass, Murugan and Jakkula, Venkata and Cadambi, Srihari and Durdanovic, Igor and Cosatto, Eric and Chakradhar, Srimat and Graf, Hans Peter: A Massively Parallel Coprocessor for Convolutional Neural Networks. Proc. Application-specific Systems, Architectures and Processors, ASAP 2009 (2009)

Meyer, John and Cosatto, Eric and Graf, Hans Peter: Mitotic Index of Invasive Breast Carcinoma. Archives of Pathology and Laboratory Medicine (11) (2009)

Meyer, John and Cosatto, Eric and Graf, Hans Peter: Mitotic Index of Breast Carcinoma: Understanding and Remedying Irreproducibility. US and Canadian Academy of Pathology, 2009 Annual Meeting (2009)

Malon, Christopher and Miller, Matt and Burger, Christopher and Cosatto, Eric and Graf, Hans Peter: Identifying Histological Elements with Convolutional Neural Networks. Proc. ACM CSTST 2008 Workshop on Computational Intelligence in Medical Imaging (2008)

Graf, Hans Peter and Cadambi, Srihari and Durdanovic, Igor and Jakkula, Venkata and Sankardadass, Murugan and Cosatto, Eric and Chakradhar, Srimat: A Massively Parallel Digital Learning Processor. Advances in Neural Information Processing Systems (2008)

Cosatto, Eric and Miller, Matt and Graf, Hans Peter and Meyer, John: Grading Nuclear Pleomorphism on Histological Micrographs. Proc. Int. Conf. Pattern Recognition (2008)

Durdanovic, I. and Cosatto, E. and Graf, H.P.: Large Scale Parallel SVM Implementation. Large Scale Kernel Machines (2007) (link)

Graf, Hans Peter and Cosatto, Eric and Bottou, Léon and Durdanovic, Igor and Vapnik, Vladimir: Parallel Support Vector Machines: The Cascade SVM. Advances in Neural Information Processing Systems (2005) (link)

Cosatto, E. and Graf, H.P. and Ostermann, J.: From Audio-Only to Audio and Video Text-to-Speech. Acta Acustica united with Acustica (6) (2004)

Cosatto, E. and Ostermann, J. and Graf, H.P. and Schoeter, J.: Lifelike talking faces for interactive services. Proceedings of the IEEE (9) (2003)

Graf, HP and Cosatto, E. and Strom, V.: Visual prosody: facial movements accompanying speech. Automatic Face and Gesture Recognition, 2002. Proceedings. Fifth IEEE International Conference on (2002) (link)

Huang, F.J. and Cosatto, E. and Graf, HP: Triphone based unit selection for concatenative visual speechsynthesis. Acoustics, Speech, and Signal Processing, 2002. Proceedings.(ICASSP'02). IEEE International Conference on (2002) (link)

Syrdal, A.K. and Ostermann, J. and Cosatto, E. and Graf, H.P.: Recent advances in audio and video text-to-speech synthesis. The Journal of the Acoustical Society of America (2001)

Graf, H.P. and Cosatto, E.: Sample-Based Synthesis of Talking Heads. Proceedings of the IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems (RATFG-RTS'01) (2001) (link)

Graf, Hans Peter and Cosatto, Eric: Sample-Based Synthesis of Talking Heads. Proc. Int. 2nd Workshop on Recognition, Analysis and Tracking of Faces and Gestures in Realtime (2001)

Basso, Andrea and Graf, Hans Peter and Gibbon, David and Cosatto, Eric and Liu, S.: Virtual Light: Digitally Generated Light for Video Conferencing. Image Processing, 2001. Proceedings. 2001 International Conference on (2001) (link)

Graf, Hans Peter and Cosatto, Eric and Ezzat, Tony: Face analysis for the synthesis of photo-realistic talking heads. Proc. Fourth IEEE Int. Conf. Automatic Face and Gesture Recognition (2000) (link)

Cosatto, E. and Graf, HP: Photo-realistic talking-heads from image samples. Multimedia, IEEE Transactions on (3) (2000) (link)

Cosatto, E. and Potamianos, G. and Graf, HP: Audio-visual unit selection for the synthesis of photo-realistictalking-heads. Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on (2000) (link)

Schroeter, J. and Ostermann, J. and Graf, HP and Beutnagel, M. and Cosatto, E. and Syrdal, A. and Conkie, A. and Stylianou, Y.: MULTIMODAL SPEECH SYNTHESIS. Multimedia and Expo, 2000. ICME 2000. 2000 IEEE International Conference on (2000) (link)

Cosatto, E. and Graf, H.P.: Sample-Based Synthesis of Photo-Realistic Talking Heads. Proc. Computer Animation'98 (1998)

Potamianos, G. and Graf, H.P.: Discriminative Training of HMM Stream Exponents for Audio-Visual Speech Recognition. Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP) (1998)

Potamianos, G. and Graf, HP and Cosatto, E.: An image transform approach for HMM based automatic lipreading. Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on (1998) (link)

Cosatto, E. and Graf, HP: Sample-based synthesis of photo-realistic talking heads. Computer Animation 98. Proceedings (1998) (link)

Potamianos, G. and Graf, H.P.: Linear Discriminant Analysis for Speechreading. Proc. IEEE Conf. Multimedia Signal Processing (1998)

Graf, H.P. and Cosatto, E. and Potamianos, G.: Machine Vision of Faces and Facial Features. Proc. The 2nd R.I.E.C. Int. Symposium on Design and Architectures of Information Processing Systems Based on the Brain Information Principle (1998)

Potamianos, G. and Cosatto, E. and Graf, H.P. and Roe, D.B.: Speaker independent audio-visual database for bimodal ASR. Proc. AVSP’97 (1997)

Graf, HP and Cosatto, E. and Potamianos, M.: Robust recognition of faces and facial features with a multi-modalsystem. Systems, Man, and Cybernetics, 1997.'Computational Cybernetics and Simulation'., 1997 IEEE International Conference on (1997) (link)

Cosatto, E. and Graf, HP: A high speed image understanding system. Adaptive Analog VLSI Neural Systems (1996)

Petajan, E. and Graf, H.P.: Robust Face Feature Analysis for Automatic Speechreading and Character Animation. Speechreading by Humans and Machines, Vol. 150 NATO ASI Series, Series F: Computer and Systems Sciences (1996)

Sackinger, E. and Graf, H.P.: A Board System for High-Speed Image Analysis and Neural Networks. IEEE Trans. Neural Networks (1996)

Chen, H. and Ostermann, J. and Haskell, B. and Andersson, R. and Chen, T. and Graf, H.P.: Generating Eye Contact by Image Processing. Proc. IEEE IMDSP Workshop, Belize (1996)

Graf, H.P. and Cosatto, E. and Gibbon, D. and Kocheisen, M. and Petajan, E.: Multi-Modal System for Locating Heads and Faces. Proc. Second Int’l Conf. Automatic Face and Gesture Recognition (1996) (link)

Cosatto, E. and Graf, H.P.: A Robust High Speed Image Understanding System. Adaptive Analogue VLSI Neural Systems (1996)

Petajan, E. and Graf, H.P.: Robust Face Feature Analysis for Automatic Speechreading and Character Animation. Proc. 2nd Int. Conf. Automatic Face and Gesture Recognition (1996)

Chen, T. and Graf, H.P. and Chen, H. and Chou, B. and Haskell, B. and Petajan, E. and Wang, Y.: Lip Synchronization in Talking Head Video Utilizing Speech Information. Visual Communications and Image Processing (1995)

Chen, T. and Graf, H.P. and Wang, Y.: Lip Synchronization Using Speech-Assisted Video Processing. IEEE Signal Proc. Letters (1995)

Cosatto, E. and Graf, HP: A neural network accelerator for image analysis. Micro, IEEE (3) (1995) (link)

Graf, H.P. and Burges, C.J.C. and Cosatto, E. and Nohl, C.R.: Analysis of Complex and Noisy Check Images. Proc. IEEE Int. Conf. Image Processing (1995) (link)

Chen, T. and Wang, Y. and Graf, H.P. and Swain, C.: A New Frame Interpolation Scheme for Talking Head Sequences. Proc. IEEE Int. Conf. Image Processing (1995)

Graf, H.P. and Nohl, C. and Ben, J.: Image Recognition with an Analog Neural Net Chip. Machine Vision and Applications (1995)

Graf, H.P. and Chen, T. and Petajan, E. and Cosatto, E.: Locating Faces and Facial Parts. Proc. First Int’l Workshop Automatic Face and Gesture Recognition (1995)

Chen, T. and Graf, H.P. and Haskell, B. and Petajan, E. and Wang, Y. and Chen, H. and Chou, W.: Speech-Assisted Lip Synchronization in Audio-Visual Communications. Proc. IEEE Int. Conf. Image Processing (1995)

Petajan, E. and Graf, H.P.: Automatic Lipreading Research: Historic Overview and Current Work. Proc. Symposium Multimedia Communications and Video Coding (1995)

Jackel, L. and Battista, M. and Baird, H. and Ben, J. and Bromley, J. and Burges, C. and Cosatto, E. and Denker, J. and Graf, H.P. and Katseff, H. and LeCun, Y. and Nohl, C. and Sackinger, E. and Shamilian, J. and Shoemaker, T. and Stenard, C. and Strom, I. and Ting, R. and Wood, T. and Zuraw, C.: Neural-net applications in character recognition and document analysis. Neural-Net Applications in Telecommunications (1995)

Cosatto, E. and Graf, HP: NET32K high speed image understanding system. Microelectronics for Neural Networks and Fuzzy Systems, 1994., Proceedings of the Fourth International Conference on (1994) (link)

Graf, H.P. and Cosatto, E.: Address Block Location with a Neural Net System. Neural Information Processing Systems (1994)

Cosatto, E. and Graf, HP: NET32K high speed image understanding system. Microelectronics for Neural Networks and Fuzzy Systems, Proceedings of the Fourth International Conference on (1994) (link)

Chen, T and Graf, H.P. and Wang, K.: Speech Assisted Video Processing: Interpolation and Low-bitrate Coding. Proc. 28th Asilomar Conference (1994)

Simard, P. and Graf, H.P.: Backpropagation without Multiplication. Neural Information Processing Systems (1994)

Graf, H.P.: Artificial Neural Networks: Promises and Reality. Acta Forum Engelberg 1992 (1993)

Graf, H.P. and Sackinger, E. and Jackel, L.: Recent Developements of Electronic Neural Nets in North America. Journal of VLSI Signal Processing (1993)

Satyanarayana, S. and Tsividis, Y. and Graf, H.P.: A Reconfigurable VLSI Neural Network. IEEE Journal Solid State Circuits (1992)

Graf, H.P.: Electronic Neural Networks. Enciclopedia Europea (1992)

Graf, H.P. and Nohl, C. and Ben, J.: Image Recognition with an Analog Neural Net Chip. Proc. 11th Int. Conf. Pattern Recognition (1992)

Graf, H.P. and Nohl, C. and Ben, J.: Image Segmentation with Networks of Variable Scale. Neural Information Processing Systems (1992)

Graf, H.P. and Sackinger, E. and Jackel, L.D.: Elektronische Neurale Netze in den USA und Kanada. Mikroelektronik (1992)

Graf, H.P. and Ben, J.I. and Burges, C.J.C. and Nohl, C.R.: Address Block Location and Image Processing Using Neural Net Hardware. Proceedings Advanced Technology Conf., United States Postal Service (1992)

Graf, H.P.: Kuenstliche Neuronale Netze. Technische Rundschau (October 30, 1992)

Graf, H.P. and Sackinger, E. and Jackel, L.D.: Machine Vision Applications of Analog Neural Net Chips. SPIE Proceedings (1992)

Graf, H.P. and Jackel, L.D. and Denker, J.S.: Analog Electronic Neural Networks for Pattern Recognition Applications. Neural Networks: Concepts, Applications, and Implementations (1991)

Graf, H.P. and Sackinger, E. and Boser, B. and Jackel, L.D.: Recent Developements of Electronic Neural Nets in the US and Canada. Proceedings 2nd International Conference Microelectronics for Neural Networks (1991)

Graf, H.P. and Janow, R. and Lee, R.: Reconfigurable Neural Net Chip with 32k Connections. Neural Information Processing Systems (1991)

Graf, H.P. and Janow, R. and Nohl, C.R. and Ben, J.: A Neural-Net Board System for Machine Vision Applications. Proceedings International Joint Conference on Neural Networks (1991)

Jackel, L.D. and Stenard, C.E. and Baird, H.S. and Boser, B. and Bromley, J. and Burges, C.J. and Denker, J.S. and Graf, H.P. and Henderson, D. and Howard, R.E. and Hubbard, W. and LeCun, Y. and Matan, O. and Pednault, E. and Satterfield, W. and Sackinger, E. and Thompson, T.: A Neural Network Approach to Handprint Character Recognition. Proc. 36th IEEE Computer Society International Conference (1991)

Jackel, L.D. and Graf, H.P. and Boser, B. and Denker, J.S. and LeCun, Y. and Henderson, D. and Howard, R.E. and Matan, O. and Baird, H.S.: Hardware Considerations for Neural-Net Character Recognition Systems. From Pixels to Features II (1990)

LeCun, Y. and Jackel, L.D. and Graf, H.P. and Boser, B. and Denker, J.S. and Guyon, I. and Henderson, D. and Howard, R.E. and Hubbard, W. and Solla, S.: Handwritten digit recognition: Applications of neural net chips and automatic learning. Neurocomputing, Algorithms, Architectures and Applications (1990)

LeCun, Y. and Jackel, L.D. and Graf, H.P. and Boser, B. and Denker, J.S. and Guyon, I. and Henderson, D. and Howard, R.E. and Hubbard, W. and Solla, S.: Optical Character Recognition and Neural-Net Chips. Proceedings International Conference on Neural Networks (1990)

Jackel, L.D. and Boser, B. and Graf, H.P. and Denker, J.S. and LeCun, Y. and Howard, R.E.: Electronic Neural-Net Hardware. Proceedings International Conference Neural Networks: "Les Entretiens de Lyon" (1990)

Graf, H.P. and Henderson, D.: A Reconfigurable CMOS Neural Network. Digest International Solid State Circuits Conference (ISSCC) (1990)

Jackel, L.D. and Boser, B. and Denker, J.S. and Graf, H.P. and LeCun, Y. and Guyon, I. and Henderson, D. and Howard, R.E. and Hubbard, W. and Solla, S.A.: Hardware Requirements for Neural-Net Optical Character Recognition. Proceedings International Joint Conference Neural Networks (1990)

Howard, R.E. and Boser, B. and Denker, J.S. and Graf, H.P. and Henderson, D. and Hubbard, W. and Jackel, L.D. and LeCun, Y.: Optical Character Recognition: A Technology Driver for Neural Networks. Proceedings IEEE Int. Symp. Circuits and Systems (May 1-3, 1990)

Satyanarayana, S. and Tsividis, Y. and Graf, H.P.: A Reconfigurable Analog VLSI Neural Network Chip. Neural Information Processing Systems (1990)

Graf, H.P. and Jackel, L.D. and Boser, B.E. and Sackinger, E.: Microelectronic Implementations of Neural Networks. Digest 8th Int. Workshop on Future Electron Devices, R&D Association for Future Electron Devices (1990)

Denker, J.S. and Gardner, W.R. and Graf, H.P. and Henderson, D. and Howard, R.E. and Hubbard, W. and Jackel, L.D. and LeCun, Y. and Baird, H.S. and Guyon, I.: Neural Network Recognizer for Hand-Written Zip Code Digits. Advances in Neural Information Processing (1989)

Graf, H.P. and Hubbard, W.: VLSI Neural Network for Fast Pattern Matching. Neural Networks, from Models to Applications (1989)

Satyanarayana, S. and Tsividis, Y. and Graf, H.P.: Analog Neural Networks with Distributed Neurons. Electronics Letters (1989)

LeCun, Y. and Jackel, L. and Boser, B. and Denker, J. and Graf, H.P. and Guyon, I. and Henderson, D. and Howard, R. and Hubbard, W.: Handwritten Digit Recognition: Applications of Neural Net Chips and Automatic Learning. Neurocomputing, Algorithms, Architectures and Applications (1989)

Graf, H.P. and Jackel, L.D.: Analog Electronic Neural Network Circuits. IEEE Circuits and Devices Magazine (1989)

Baird, H.S. and Graf, H.P. and Jackel, L.D. and Hubbard, W.E.: A VLSI Architecture for Binary Image Classification. From Pixels to Features (1989)

LeCun, Y. and Jackel, L.D. and Boser, B. and Graf, H.P. and Guyon, I. and Henderson, D. and Howard, R.E. and Hubbard, W.: Handwritten Digit Recognition: Applications of Neural Network Chips and Automatic Learning. IEEE Communications Magazine (Novmber, 1989)

Denker, J.S. and Gardner, W.R. and Graf, H.P. and Henderson, D. and Howard, R.E. and Hubbard, W. and Jackel, L.D. and LeCun, Y. and Baird, H.S. and Guyon, I.: Recognizing the Handwriting on the Wall. MVA/SME's Quarterly on Vision Technology (1989)

Graf, H.P. and Jackel, L.D.: Advances in Neural Network Hardware. Proceedings International Electron Devices Meeting (IEDM) (1988)

Graf, H.P. and Jackel, L.D. and Hubbard, W.: VLSI Implementation of a Neural Network Model. IEEE COMPUTER (1988)

Howard, R.E. and Jackel, L.D. and Graf, H.P.: Electronic Neural Networks. AT&T Technical Journal (1988)

Howard, R.E. and Jackel, L.D. and Graf, H.P.: Electronic Neural Network Chips. Proc. 5th Int. Workshop on Future Electron Devices (1988)

Macki, S. and Graf, H.P. and Schwartz, D.B. and Denker, J.S.: Microelectronic Implementations of Connectionist Neural Networks. Neural Information Processing Systems (1988)

Jackel, L.D. and Howard, R.E. and Graf, H.P.: Electronic Neural Networks. Proc. Third Int. Conf. Supercomputing (1988)

Jackel, L.D. and Graf, H.P. and Hubbard, W. and Denker, J.S. and Henderson, D. and Guyon, I.: An Application of Neural Network Chips: Handwritten Character Recognition. Proc. Int. Conf. Neural Networks (1988)

Mackie, S. and Graf, H.P. and Schwarz, D.B.: Implementations of Neural Network Models in VLSI. Neural Computers (1988)

Graf, H.P. and Jackel, L.D.: VLSI Implementation of Neural Network Models. Concurrent Computations (1988)

Howard, R.E. and Jackel, L.D. and Graf, H.P.: Electronic Neural Network Chips: A New Class of Computing Hardware. Nikkei Microdevices (1988)

Graf, H.P. and deVegvar, P.: A CMOS Implementation of a Neural Network Model. Proc. Stanford Conf. Advanced Research in VLSI (1987)

Howard, R.E. and Jackel, L.D. and Graf, H.P.: Electronic Neural Networks. Digest Thirteenth European Solid-State Circuits Conf. (1987)

Howard, R.E. and Schwartz, D.B. and Denker, J.S. and Epworth, R.E. and Graf, H.P. and Hubbard, W. and Jackel, L.D. and Straughn, B. and Tennant, D.M.: An Associative Memory Based on an Electronic Neural Network Architecture. IEEE Trans. Electron Devices (1987)

Graf, H.P. and Hubbard, W. and Jackel, L.D. and deVegvar, P.: A CMOS Associative Memory Chip. Proc. IEEE Int. Conf. Neural Networks (1987)

Graf, H.P. and deVegvar, P.: A CMOS Associative Memory Chip Based on Neural Networks. Digest 1987 IEEE Int. Solid-State Circuits Conf. (ISSCC) (1987)

Jackel, L.D. and Graf, H.P. and Howard, R.E.: Electronic Neural - Network Chips. Applied Optics (1987)

Schwartz, D.B. and Howard, R.E. and Denker, J.S. and Epworth, R.W. and Graf, H.P. and Hubbard, W. and Jackel, L.D. and Straughn, B. and Tennant, D.M.: Dynamics of microfabricated electronic neural networks. Applied Physics Letters (1987)

Jackel, L.D. and Howard, R.E. and Graf, H.P. and Straughn, B.L. and Denker, J.S.: Artificial Neural Networks for Computing. J. Vac. Sci. Technology (1986)

Jackel, L.D. and Howard, R.E. and Graf, H.P. and Denker, J.S. and Straughn, B.L.: High Resolution Microfabrication and Neural Networks. NATO ASI Series, Disordered Systems and Biological Organization (1986)

Jackel, L.D. and Denker, J.S. and Graf, H.P. and Howard, R.E. and Hubbard, W. and Schwartz, D. and Straughn, B.L. and Tennant, D.M.: Electronic Neural Computing. Physics and Fabrication of Microstructures and Microdevices, Proc. Les Houches Winter School (1986)

Hubbard, W. and Schwartz, D. and Denker, J.S. and Graf, H.P. and Howard, R.E. and Jackel, L.D. and Straughn, B.L. and Tennant, D.M.: Electronic Neural Networks. Proc. Conf. Neural Networks for Computing (1986)

Graf, H.P. and Jackel, L.D. and Howard, R.E. and Straughn, B.L. and Denker, J.S.and Hubbard, W. and Tennant, D.M. and Schwartz, D.: VLSI Implementation of a Neural Network Memory with Several Hundreds of Neurons. Proc. Conf. Neural Networks for Computing (1986)

Graf, H.P. and Bosch, M.A. and Good, E. and Haller, H.R. and Hubbard, W.: Master Fabrication for Optical-Data Disks Using Reactive Ion-Beam Etching. J. Applied Physics (1985)

Graf, H.P. and Meili, H. P. and Fishcer, E. and Schoetzau, H.J.: Axially Blown SF6 Arcs around Current Zero. Applied Physics B (1985)

Schotzau, H.J and Meili, H.P. and Fischere, E. and Sturzenegger, C. and Graf, H.P.: Dielectric Phase in an SF6 Model Breaker. Proc. IEEE PAS, Summer Meeting (1984)

Schotzau, H.J and Sturzenegger, C. and Meili, H.P. and Graf, H.P.: Einfluss des Lichtbogens auf die Strom- und Spannungssteilheiten eines Hochspannungs-Gasschalters im Thermischen Loeschbereich. ETZ Archiv (1983)

Graf, H.P. and Kneubuhl, F.K.: Temporal and Spatial Evolution of a Laser-Induced Plasma in Methane. Applied Physics B (1983)

Schotzau, H.J. and Graf, H.P. and Meili, H.P. and Sturzenegger, C.: On the Role of the Temperature in SF6 Arcs. Helvetica Physica Acta (1983)

Graf, H.P. and Meili, H.P. and Schotzau, H.J. and Sturzenegger, C.: Interferometric Investigation of a Decaying High Pressure Arc. Helvetica Physica Acta (1982)

Graf, H.P. and Kneubuhl, F.K.: Time-resolved Laser Diagnostics on Pulsed-Laser Pyrolysis of Methane. Applied Physics B (1982)

Graf, H.P. and Kneubuhl, F.K.: Fluorescence Measurements on Radicals in a Laser-Induced Plasma in Methane. Helvetica Physica Acta (1981)

Graf, H.P. and Kneubuhl, F.K.: Temporal and Spatial Diagnostics of the Laser Pyrolysis of Methane. Proc. Int. Conf. Lasers 81 (1981)

Graf, H.P. and Kneubuhl, F.K.: Pyrolysis of Methane in Infrared Laser Produced Plasmas. Proc. 5th Int. Conf. Infrared and Millimeter Waves (1980)

Graf, H.P. and Sigrist, M.W. and Kneubuhl, F.K.: Acetylene Formation by Laser Pyrolysis of Methane. Helvetica Physica Acta (1979)

Theses

Graf, H.P.: Spatial and Temporal Diagnostics of the Laser Pyrolysis of Methane. (No.6869) (1981)

Patents

Graf, H.P. and Cosatto, E. and Schroeter, J.: Caoarticulation Method for Audio-Visual Text-to-Speech Synthesis. USA (7,630,897) (December 8, 2009)

Graf, H.P. and Cosatto, E. and Ostermann, J.: System for low-latency animation of talking heads. USA (7,627,478) (December 1, 2009)

Graf, H.P. and Cosatto, E. and Isaacson, T. and Strom, V.F..: System and Method of Providing Conversational Visual Prosody for Talking Heads. USA (7,353,177) (April 1, 2008)

Graf, H.P. and Cosatto, E. and Schroeter, J.: Coarticulation Method for Audio-Visual Text-to-Speech Synthesis. USA (7,392,190) (June 24, 2008)

Graf, H.P. and Cosatto, E. and Durdanovic, I. and Vladimir, V.: Spread Kernel Support Vector Machine. USA (7,406,450) (July 29, 2008)

Graf, H.P. and Cosatto, E. and Huang, F.J.: System and Method for Triphone-Based Unit Selection for Visual Speech Synthesis. USA (7,369,992) (May 6, 2008)

Graf, H.P. and Cosatto, E. and Ostermann, J.: System for low-latency animation of talking heads. USA (7,260,539) (August 21, 2007)

Graf, H.P. and Ostermann, J. and Buda, B. and Civanlar, M.R. and Cosatto, E. and Isaacson, T.M., and LeCun, Y.A.: Method for sending multi-media messages using customizable background images. USA (7,177,811) (February 13, 2007)

Graf, H.P. and Cosatto, E. and Huang, F.J.: System and method for triphone-based unit selection for visual speech synthesis. USA (7,209,882) (April 24, 2007)

Graf, H.P. and Basso, A. and Cosatto, E. and Gibbon, D. and Liu, S.: Digitally Generated Lighting for Video Conferencing Applications. USA (7,231,099) (June 12, 2007)

Graf, H.P. and Cosatto, E. and Strom, V.: System and method of providing conversational visual prosody for talking heads. USA (7,136,818) (November 14, 2006)

Graf, H.P. and Ostermann, J. and Civanlar, M.R. and Cosatto, E. and Lecun, Y.: Method for sending multi-media messages using emoticons. USA (6,990,452) (January 24, 2006)

Graf, H.P. and Cosatto, E. and Schroeter, J.: Coarticulation Method for Audio-Visual Text-to-Speech Synthesis. USA (7,117,155) (October 3, 2006)

Graf, H.P. and Ostermann, J. and Buda, B. and Civanlar, M.R. and Cosatto, E. and Isaacson, T. and Lecun, Y.: Method for sending multi-media messages using Customizable Background Images. USA (7,035,803) (April 25, 2006)

Graf, H.P. and Cosatto, E. and Isaacson, T. and Strom, V.: System and Method of Providing Conversational Visual Prosody for Talking Heads. USA (7,076,430) (July 11, 2006)

Graf, H.P. and Basso, A. and Cosatto, E. and Gibbon, D. and Liu, S.: Digitally-generated lighting for video conferencing applications. USA (6,980,697) (December 27, 2005)

Graf, H.P. and Ostermann, J. and Civanlar, M.R. and Isaacson, T.M.: System and method of controlling sound in a multi-media communication application. USA (6,963,839) (November 8, 2005)

Graf, H.P. and Cosatto, E. and Potamianos, G. and Schroeter, J.: Audio-visual selection process for the synthesis of photo-realistic talking-head animations. USA (6,654,018) (November 25, 2003)

Graf, H.P. and Cosatto, E.: Method Of Modeling Objects To Synthesize Three-Dimensional Photo-Realistic Animations. USA (6,504,546) (January 7, 2003)

Graf, H.P. and Cosatto, E. and Schroeter, J.: Coarticulation method for audio-visual text-to-speech synthesis. USA (6,662,161) (December 9, 2003)

Graf, H.P. and Petajan, E.: Face Feature Analysis for Automatic Lipreading and Character Animation. USA (6,028,960) (February 22, 2000)

Graf, H.P. and Cosatto, E. and Schroeter, J.: Coarticulation Method for Audio-Visual Text-to-Speech Synthesis. USA (6,112,177) (August 29, 2000)

Graf, H.P. and Cosatto, E. and Potamianos, G.: Robust Multi-Modal Method for Recognizing Objects. USA (6,118,887) (September 12, 2000)

Graf, H.P. and Cosatto, E.: Method for generating photo-realistic animated characters. USA (5,995,119) (Nov. 30, 1999)

Graf, H.P. and Cosatto, E.: Multi-modal system for locating objects in images. USA (5,864,630) (Jan. 26, 1999)

Graf, H.P.: Method for locating a subject's lips in a facial image. USA (5,805,745) (Sept. 8, 1998)

Graf, H.P. and Burges, C. and Cosatto, E.: Method of image enhancement using convolution kernels. USA (5,647,027) (July 8, 1997)

Graf, H.P. and Mayer, D.: Method and Apparatus for Separating Static and Dynamic Portions of document Images. USA (5,631,984) (May 20, 1997)

Graf, H.P. and Denker, J.S. and Howard, R. and Hubbard, W. and Jackel, L.D. and O'Gorman, L.: Line Thinning. USA (5,224,179) (June 29, 1993)

Graf, H.P.: Content Addressable Memory. USA (5,258,946) (November 2, 1993)

Graf, H.P.: Reconfigurable Neural Network. USA (5,093,900) (March 3, 1992)

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