Recent Publications


JOURNALS (& Peer-reviewed Books)

Y. Yacoob and L.S. Davis, Segmentation using Appearance of Mesostructure Roughness, Int. Journal of Computer Vision, (83)3, March 2009, 248 - 273. The pre-camera is above but original publication is at IJCV.

A. Sepheri, Y. Yacoob and L. Davis, Employing the Hand as an Interface Device, Journal of Multimedia, (1)7, 2006, 18-29.

Y. Yacoob and L. Davis, Detection and Analysis of Hair, IEEE PAMI, (28)7,2006, 1164-1169. The original publication is at IEEE PAMI

Y. Yacoob and L.S. Davis, Segmentation of Planar Objects and their Shadows in Motion Sequences, Int. Journal of Computer Vision, (67)1, April 2006, 53 - 69. The original publication is at IJCV.

G. Dorai, Y. Yacoob, Embedded Grammar Tags: Advancing Natural Language Interaction on the Web, IEEE Intelligent Systems, 17(1), 2002, 48-53.

D. J. Fleet, M. J. Black, Y. Yacoob and A. D. Jepson, Design and use of linear models for image motion analysis, Int. Journal of Computer Vision, 36(3), 2000, 171-193.

Y. Yacoob and L.S. Davis, Learned Models for Estimation of Rigid and Articulated Human Motion from Stationary or Moving Camera, Int. Journal of Computer Vision, 36(1), 2000, 5-30.

M. J. Black, D. J. Fleet, and Y. Yacoob, Robustly estimating changes in image appearance, Computer Vision and Image Understanding, Special Issue on Robust Statistical Techniques in Image Understanding, 78(1), 2000, 8-31.

Y. Yacoob and L.S. Davis, Temporal Multi-scale Models for Flow and Acceleration, Int. Journal of Computer Vision, 32(2), 1999, 1-17.

Y. Yacoob and M.J. Black, Parameterized Modeling and Recognition of Activities, Journal of Computer Vision and Image Understanding, 73(2), 1999, 232-247.

M.J. Black and Y. Yacoob, Recognizing facial expressions in image sequences using local parameterized models of image motion, Int. Journal of Computer Vision, 25(1), 1997, 23-48. (See also ICCV-95 and TR below)

M. Rosenblum, Y. Yacoob, and L.S. Davis, Human Expression Recognition from Motion Using a Radial Basis Function Network Architecture IEEE Trans. on Neural Networks, 7(5), 1996, 1121-1138. (See also workshop publication below)

Y. Yacoob and L. Davis, Recognizing Human Facial Expressions from Long Image Sequences Using Optical Flow, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(6), 1996, 636-642.

Y. Yacoob and L. Davis, Labeling of Human Face Components from Range Data, Computer Vision Graphics and Image Processing-Image Understanding}, 60(2), 1994, 168-178.


BOOK CHAPTERS

Y. Yacoob and L. Davis, Estimating Image Motion using Temporal Multi-scale Models of Flow and Acceleration. Motion-based Recognition, (Eds. Shah and Jain), Kluwer Academic Publishing, 1997, 17-37.

M. Black, Y. Yacoob, and S. Ju, Recognizing Human Motion Using Parameterized Models of Optical Flow. (Eds. Shah and Jain), Kluwer Academic Publishing, 1997, 271-298.

Y. Yacoob, L. Davis, M. Black, D. Gavrila, T. Horprasert and C. Morimoto. Looking at People in Action-- An Overview. Computer Human Interface, Cambridge Press, 1998, 171-187.


CONFERENCES

Y. Yacoob. Matching Dry to Wet Materials, International Conference on Computer Vision, Sydney, Australia, 2013. Original publication is at IEEE.

C. BenAbdelkader and Y. Yacoob. A New Method for Estimating Body Height from Uncalibrated Images , International Conference on Face and Gesture Recognition, Amsterdam, 2008.

Y. Yacoob and L. Davis, Segmentation using Meta-texture Saliency , International Conference on Computer Vision, Rio De Janeiro, Brazil, 2007, 1-8. Some of the software is available.

A. Sepehri, Y. Yacoob, L.S. Davis, Parametric Hand Tracking for Recognition of Virtual Drawings. International Conference on Vision Systems 2006.

Y. Yacoob and L. Davis, Detection, Analysis and Matching of Hair, International Conference on Computer Vision, Beijing, China 2005, 741-748.

V. Shet, V. Prasad, A. Elgammal, Y. Yacoob and L. Davis. Multi-cue Exemplar-based Nonparametric Model for Gesture Recognition. Indian Conference on Computer Vision, Graphics and Image Processing, Kolkata, India, Dec 2004, 656-662.

A. Sepehari, Y. Yacoob and L. Davis, Estimating 3D Hand Position and Orientation Using Stereo. Indian Conference on Computer Vision, Graphics and Image Processing, Kolkata, India, Dec 2004, 58-63.

A. Elgammal, V. Shet, Y. Yacoob, and L. S. Davis Exemplar-based Tracking and Recognition of Arm Gestures. 3rd International Symposium on Image and Signal Processing and Analysis (ISPA 2003) Rome, Italy, September 18-20, 2003.

Elgammal, A.; Shet, V.; Yacoob, Y.; Davis, L.S.; Learning dynamics for exemplar-based gesture recognition Computer Vision and Pattern Recognition, Volume: 1 , 18-20 June 2003

A. Elgammal, V. Shet, Y. Yacoob, L. S. Davis, Gesture Recognition using a Probabilistic Framework for Pose Matching. The Seventh International Conference on Control, Automation, Robotics and Vision, ICARCV 2002, Singapore in December 2-5, 2002.

Y. Yacoob and L. Davis, Smiling Faces are Better for Face Recognition. in International Conference on Face Recognition and Gesture Analysis, Washington-DC, 2002, 59-64.

I. Haritaoglu, A. Cozzi, D. Koons, M. Flickner, D. Zotkin, Y. Yacoob. Attentive Toys , ICME 2001, Japan, 1124-1127.

G. Dorai and Y. Yacoob, Facilitating Semantic Web Search with Embedded Grammar Tags in IJCAI Workshop on E-Business and Intelligent Web, Aug. 2001, Seattle, WA, 40-45.

Y. Yacoob and L. Davis, Gesture-Driven Control of Spaces and Objects in Collaborative Augmented Reality. IEEE Virtual Reality 2001, Workshop on The Future of VR and AR Interfaces.

F. De la Torre, Y. Yacoob and L. Davis, A Probabilistic Framework for Rigid and Non-rigid Appearance based Tracking and Recognition. in International Conference on Face Recognition and Gesture Analysis, Grenoble-France, 2000, 491-498.

Y. Yacoob, and L. Davis, Tracking Rigid Motion using a Compact-Structure Constraint, ICCV-99, Corfu, Greece, 198-205.

Y. Yacoob, and L. Davis, Estimation of Composite Object and Camera Image Motion, ICCV-99, Corfu, Greece, 190-197.

L. Davis, S. Fejes, D. Harwood, Y. Yacoob, I. Hariatoglu and M. Black, Visual Surveillance of Human Activity . Asian Conference on Computer Vision, 1998.

Y. Yacoob, and M. Black, Parameterized Modeling and Recognition of Activities ICCV-98, Mumbai, India, 1998, 120-127.

Y. Yacoob, and L. Davis, Learned Temporal Models of Image Motion ICCV-98,Mumbai, India, 1998, 446-453.

M. Black, D. Fleet, and Y. Yacoob, A Framework for Modeling Appearance Change in Image Sequences ICCV-98, Mumbai, India, 1998, 660-667.

M. Black and Y. Yacoob, A. Jepson and D. Fleet, Learning Parameterized Models of Image Motion, IEEE CVPR 97, San Juan-PR, 1997, 561-567.

Y. Yacoob, and L. Davis, Temporal Multi-scale Models for Flow and Acceleration, IEEE CVPR 97, San Juan-PR, 1997, 921-927.

M. Black, Y. Yacoob, D. Fleet, Modeling Appearance Change in Image Sequences, 3rd International Workshop on Visual Form, Capri, Italy, May 1997, 11-20. (see subsequent publication in ICCV98)

T. Horprasert, Y. Yacoob and L. Davis, An Anthropometric Shape Model for Estimating Head Orientation, Third International Workshop on Visual Form, 1997, 247-256.

T. Horprasert, Y. Yacoob, and L. Davis, Computing 3-D Head Orientation from Monocular Image Sequence, International Conference on Face and Gesture Recognition, 1996, 242-247.

S. Ju, M. Black and Y. Yacoob, Cardboard People: A Parameterized Model of Articulated Image Motion, International Conference on Face and Gesture Recognition, 1996, 38-44.

C. Morimoto, Y. and L.S. Davis, Recognition of Head Gestures Using Hidden Markov Models, International Conference on Pattern Recognition, 1996, Austria, 461-465.

M.J. Black and Y. Yacoob, Tracking and Recognizing Rigid and Non-Rigid Facial Motions using Local Parametric Models of Image Motions, ICCV 95, 374-381 and here .

Y. Yacoob, H. Lam and L.S. Davis, Recognizing Faces Showing Expressions, International Workshop on Automatic Face- and Gesture-Recognition, Zurich, 1995, 278-283.

M.J. Black and Y. Yacoob, Tracking and Recognizing Rigid and Non-Rigid Facial Motions using Local Parametric Models of Image Motions, International Workshop on Automatic Face- and Gesture-Recognition}, Zurich, 1995, 12-17.

M. Rosenblum, Y. Yacoob, and L.S. Davis, Human Emotion Recognition from Motion Using a Radial Basis Function Network Architecture, IEEE Workshop on Motion of Non-Rigid & Articulated Objects, Austin, TX, November, 1994, 43-49, and IEEE Trans. on NN, 7(5), 1996, 1121-1138.

Y. Yacoob and L.S. Davis, Recognizing Facial Expressions by Spatio-Temporal Analysis, 12th International Conference on Pattern Recognition, Jerusalem, Israel, October, 1994, 747-749.

Y. Yacoob and L.S. Davis, Computing Spatio-Temporal Representations of Human Faces, IEEE Conference on Computer Vision and Pattern Recognition, Seattle, WA, June, 1994, 70-75, and IEEE Trans. on PAMI, 18(6), 636-642.

Y. Yacoob and L.S. Davis, Recognizing Facial Expressions, The Second Workshop on Visual Form, Capri, Italy, May, 1994, 584-593.

Y. Yacoob and L.S. Davis, Labeling of Human Face Components from Range Data, IEEE Conference on Computer Vision and Pattern Recognition, New York City, NY, 1993, 592-593 (to appear in CVGIP-IU).

Y. Yacoob and L.S. Davis, Early Vision Processing Using a Multi-Stage Diffusion Process, IEEE Conference on Computer Vision and Pattern Recognition, New York, NY, 1993, 41-46.

Y. Yacoob and L.S. Davis, Ground and Airborne Localization over Rough Terrain Using Random Environmental Range Measurements, International Conference on Pattern Recognition, Den Haag, Holland, 1992, 403-406.

Y. Yacoob and L.S. Davis, Ground and Airborne Localization over Rough Terrain Using Random Environmental Range Measurements, IEEE Conference on Computer Vision and Pattern Recognition, Urbana- Champaign, IL, 1992, 781-783.

Y. Yacoob and H. Samet, Displaying Voxel-Based Objects According to their Qualitative Shape Synthesis, AAAI-90 Workshop on Qualitative Vision, Boston, MA, 1990, 142-146.

Y. Yacoob, Displaying Voxel-Based Objects According to their Qualitative Shape Synthesis, IEEE Conference on Visualization 1990, San Francisco, CA, 1990, 51-58.

Y. Yacoob and Y. Gold, 3-D Object Recognition Via Simulated Particles Diffusion, IEEE Conference on Computer Vision and Pattern Recognition, San Diego, CA, 1989, 442-449.


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