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Publications |
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Quick Picks:
P. Perona publications from Google Scholar P. Perona publications from DBLP Trier University
J-Y Bouguet and P. Perona. 3D Photography Using Shadows in Dual-Space Geometry
R. Fergus, P. Perona, and A. Zisserman. A Visual Category Filter for Google Images
R. Fergus, P. Perona, and A. Zisserman. Object Class Recognition by Unsupervised Scale-Invariant Learning
A. D. Holub, M. Welling and P. Perona. Combining Generative Models and Fisher Kernels for Object Recognition
L. Fei-Fei, R. Fergus and P. Perona One-Shot Learning of Object Categories
L. Fei-Fei, R. VanRullen, C. Koch, and P. Perona. Rapid Natural Scene Categorization in the Near Absence of Attention
R. Manduchi, P. Perona and D. Shy. Efficient Deformable Filter Banks
P. Moreels and P. Perona. Evaluation of Features Detectors and Descriptors base on 3D objects
P. Perona. Orientation Diffusions
P. Perona. Deformable Kernels for Early Vision
P. Perona and W. Freeman. A Factorization Approach to Grouping
S. Savarese, M. Chen and P. Perona. Local Shape from Mirror Reflections
Y. Song, L. Goncalves, P. Perona. Unsupervised Learning of Human Motion Models
J. Sun and P. Perona. Early Computation of Shape and Reflectance in the Visual System
J. Sun and P. Perona. Where is the Sun?
M. Weber, M. Welling and P. Perona. Towards Automatic Discovery of Object Categories
L. Zelnik-Manor and P. Perona. Self-Tuning Spectral Clustering
J-Y Bouguet and P. Perona. 3D Photography Using Shadows in Dual-Space Geometry
R. Fergus, P. Perona, and A. Zisserman. A Visual Category Filter for Google Images
R. Fergus, P. Perona, and A. Zisserman. Object Class Recognition by Unsupervised Scale-Invariant Learning
A. D. Holub, M. Welling and P. Perona. Combining Generative Models and Fisher Kernels for Object Recognition
L. Fei-Fei, R. Fergus and P. Perona One-Shot Learning of Object Categories
L. Fei-Fei, R. VanRullen, C. Koch, and P. Perona. Rapid Natural Scene Categorization in the Near Absence of Attention
R. Manduchi, P. Perona and D. Shy. Efficient Deformable Filter Banks
P. Moreels and P. Perona. Evaluation of Features Detectors and Descriptors base on 3D objects
P. Perona. Orientation Diffusions
P. Perona. Deformable Kernels for Early Vision
P. Perona and W. Freeman. A Factorization Approach to Grouping
S. Savarese, M. Chen and P. Perona. Local Shape from Mirror Reflections
Y. Song, L. Goncalves, P. Perona. Unsupervised Learning of Human Motion Models
J. Sun and P. Perona. Early Computation of Shape and Reflectance in the Visual System
J. Sun and P. Perona. Where is the Sun?
M. Weber, M. Welling and P. Perona. Towards Automatic Discovery of Object Categories
L. Zelnik-Manor and P. Perona. Self-Tuning Spectral Clustering
Topics |
Recognition and Learning
Human-Machine Interfaces
3D Reconstruction
Motion
Psychophysics
Early Vision, Grouping, Diffusion
Miscellaneous
PhD Thesis
Recognition and Learning |
A. D. Holub, Yun-Hsueh Liu and P. Perona On Constructing Facial Similarity Maps
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007
(8 pages pdf) [bibtex]
A. Angelova, L. Matthies, D. Helmick, P. Perona. Slip Prediction Using Visual Information
(8 pages pdf) [bibtex] Robotics: Science and Systems (RSS), 2006
A. Angelova, L. Matthies, D. Helmick, G. Sibley, P. Perona. Learning to Predict Slip for Ground Robots
(8 pages pdf) [bibtex] International Conference on Robotics and Automation (ICRA), 2006
L. Fei-Fei, R. Fergus and P. Perona One-Shot Learning of Object Categories
(18 pages pdf) [bibtex] IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 28, Issue 4. April 2006 Page(s):594 - 611
P.Moreels and P. Perona. Evaluation of Features Detectors and Descriptors Base on 3D Objects
(31 pages pdf) [bibtex] submitted, Int. Journal of Computer Vision (IJCV), 2006.
L. Fei-Fei and P. Perona. A Bayesian Hierarchical Model for Learning Natural Scene Categories
(8 pages pdf) IEEE Comp. Vis. Patt. Recog. 2005
R. Fergus, L. Fei-Fei, P. Perona and A. Zisserman. Learning Object Categories from Google's Image Search
(8 pages pdf) IEEE Inter. Conf. Computer Vision. 2005.
A. D. Holub, M. Welling and P. Perona. Combining Generative Models and Fisher Kernels for Object Recognition
(8 pages pdf) [bibtex] Proc. of the Int. Conf. on Computer Vision (ICCV), Beijing, China 2005 October.
C. Fanti, L. Zelnik-Manor, P. Perona. Hybrid Models for Human Motion Recognition
(8 pages pdf) [bibtex] Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) 2005 June.
A. Angelova, Y. Abu-Mostafa, P. Perona. Pruning Training Sets for Learning of Object Categories
(8 pages pdf) [bibtex] Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) 2005 June.
A. D. Holub, P. Perona. A Discriminative Framework for modeling Object Classes
(8 pages pdf) [bibtex] Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) 2005 June.
R. Fergus, P. Perona, A. Zisserman A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition (8 pages pdf) [bibtex]
Proc. of the IEEE Conf. on Computer Vision and Pattern Recognition (CVPR) 2005 June.
P.Moreels, M.Maire, P. Perona. Recognition by Probabilistic Hypothesis Construction
(8 pages pdf) [bibtex] European Conference on Computer Vision (ECCV) 2004.
P.Moreels, P. Perona. Common-Frame Model for Object Recognition
(8 pages pdf) [bibtex] Advances in Neural Information Processing Systems (NIPS) 2004.
R. Fergus, and P. Perona, and A. Zisserman. A Visual Category Filter for Google Images
(14 pages pdf) [bibtex] 8th European Conference on Computer Vision (ECCV) 2004.
R. Fergus, P. Perona, A. Zisserman. Sampling Methods for Unsupervised Learning
(8 pages pdf) [bibtex] Proc. Neural Information Processing Systems (NIPS) 2004.
U. Rutishauser, D. Walther, C. Koch and P. Perona. Is Bottom-Up Attention Useful for Object Recognition?
(8 pages pdf) [bibtex] Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2004.
L. Fei-Fei, R. Fergus, and P. Perona. Learning Generative Visual Models for 101 Object Categories
Computer Vision and Image Understanding. In press
C. Fanti, M. Polito, P. Perona. An Improved Scheme for Detection and Labeling Johansson Displays
(8 pages pdf) [bibtex] Advances in Neural Information Processing Systems (NIPS} 2003.
L. Fei-Fei, R. Fergus, and P. Perona. A Bayesian Approach to Unsupervised One-Shot Learning of Object Categories (8 pages pdf) [bibtex] Proc. of 9th Int'l Conference on Computer Vision (ICCV) 2003 October.
R. Fergus, P. Perona, and A. Zisserman. Object Class Recognition by Unsupervised Scale-Invariant Learning
(8 pages pdf) [bibtex] Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2003.
M. Weber Thesis. Unsupervised Learning of Models for Recognition (127 pages pdf) (PS.GZ) Caltech, 2000.
M. Weber, M. Welling and P. Perona. Unsupervised Learning of Models for Recognition
(15 pages postscript) (15 pages pdf) Proc. 6th European Conference Computer Vision (ECCV) Dublin, Ireland, 2000 June.
M. Weber, M. Welling and P. Perona. Towards Automatic Discovery of Object Categories
(8 pages postscript) (8 pages pdf) Proc. IEEE Comp. Soc. Conf. Comp. Vision and Pattern Recog. (CVPR) 2000 June.
M. Weber, W. Einhaeuser, M. Welling and P. Perona. Viewpoint-Invariant Learning and Detection of Human Heads
(8 pages postscript) (8 pages pdf) Proc. 4th Int. Conf. Autom. Face and Gesture Rec., FG Grenoble, France, 2000 March.
M. Weber, M. Welling and P. Perona. Unsupervised Learning of Models for Visual Object Class Recognition
(8 pages postscript) 6th Annual Joint Symposium on Neural Computation, (JNSC), Pasadena, CA 1999 May.
M.C. Burl and P. Perona. Using Hierarchical Shape Models to Spot Keywords in Cursive Handwriting
(6 pages postscript) IEEE Comp. Society Conference on Computer Vision and Pattern Recognition (CVPR)
Santa Barbara, CA, 1998 June.
M.C.Burl, M.Weber and P.Perona. A Probabilistic Approach to Object Recognition Using Local Photometry and Global Geometry (14 pages postscript) Proc. of the 5th European Conference on Computer Vision (ECCV) 1998.
M.C. Burl, L. Asker, P. Smyth, U. Fayyad, P. Perona, L. Crumpler and J. Aubele. Learning to Recognize Volcanoes on Venus (31 pages postscript) Machine Learning, 20, Kluwer Academic Publishers, Boston, 1998.
T.K. Leung, M.C. Burl and P. Perona. Probabilistic Affine Invariants for Recognition
(7 pages postscript) IEEE Comp. Society Conference on Computer Vision and Pattern Recognition (CVPR)
Santa Barbara, CA 1998 June.
G. Socher, G. Sagerer and P. Perona. Bayesian Reasoning on Qualitative Descriptions from Images and Speech
(18 pages postscript) International Conference of Computer Vision Workshop on Conceptual Descriptions of Images. Bombay, 1998
M.C. Burl, M. Weber, T.K. Leung and P. Perona. Recognition of Visual Object Classes
(28 pages postscript) Chapter to appear in: From Segmentation to Interpretation and Back: Mathematical Methods in Computer Vision, Springer Verlag.
M.C. Burl and P. Perona Recognition of Planar Object Classes
(8 pages postscript) IEEE Comp. Society Conf. on Computer Vision and Pattern Recognition (CVPR) 1996 June.
(8 pages postscript) Proc. of the 5th Inter. Conference on Computer Vision (ICCV) 1995.
M.C. Burl, T.K. Leung and P. Perona. Face Localization via Shape Statistics
(6 pages postscript) Int. Workshop Face and Gesture Recognition, Zurich, Switzerland 1995.
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Human-Machine Interfaces |
D. Del Vecchio, R. Murray, P. Perona. Primitives for Human Motion: A Dynamical Approach
(6 pages pdf) 15th IFAC World Congress on Automatic Control, Barcelona, Spain 21-26 2002 July.
Y. Song, L. Goncalves, P. Perona. Unsupervised Learning of Human Motion Models
(8 pages pdf) Advances in Neural Information Processing Systems 14 (NIPS) Vancouver Canada, 2001 December.
Y. Song, L. Goncalves, P. Perona. Learning Probabilistic Structure for Human Motion Detection
(7 pages pdf) Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), vol. II, pgs. 771-777,
Kauai, Hawaii, 2001 December.
Y. Song, L. Goncalves, E. Di Bernardo, P. Perona. Monocular Perception of Biological Motion in Johansson Displays
(15 pages pdf) Computer Vision and Image Understanding, vol. 81 no. 3, pgs 303-327, 2001.
Y. Song, X. Feng, P. Perona. Towards Detection of Human Motion
(8 pages pdf) Proc. of IEEE Conference on Comp. Vision and Pattern Recogntion (CVPR), vol.1, pgs. 810-817 2000 June.
Y. Song, L. Goncalves, E. Di Bernardo, P. Perona. Monocular Perception of Biological Motion-Clutter and Partial Occlusion (15 pages pdf) Proc. of 7th Int'l Conference on Computer Vision (ICCV) 1999 September.
Y. Song. L. Goncalves, P.Perona. Monocular Perception of Biological Motion-Detection and Labeling
(8 pages pdf) Proc. of 7th Int'l Conference on Computer Vision (ICCV) 1999 September.
M. Munich, P. Perona. Continuous Dynamic Time Warping for Translation-Invariant Curve Alignment with Applications to Signature Verification (8 pages pdf) Proc. of 7th Int'l Conf. on Computer Vision (ICCV) 1999 September.
M. Munich, P. Perona. Visual Signature Verification Using Affine Arc-Length
(7 pages pdf) Proc. of IEEE Conference on Comp. Vision and Pattern Recogntion (CVPR) 1999 June.
M. Munich, P. Perona. Camera-Based ID Verification by Signature Tracking
(ps file) Proc. of the 13th Int. Conference on Pattern Recognition (ICPR) 1998 June.
M. Munich, P. Perona. Visual Input for Pen-Based Computers
(ps file) Proc. of the 13th Int. Conference on Pattern Recognition (ICPR) 1996 August.
L. Goncalves, E. Di Bernardo, E. Ursella, P. Perona. Monocular Tracking of the Human Arm in 3D
(7 pages pdf) Proc. of 5th Int'l Conference on Computer Vision (ICCV) 1995 June.
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3D Reconstruction |
S. Savarese, M. Chen and P. Perona. Local Shape from Mirror Reflections
(37 pages pdf) [bibtex] International Journal of Computer Vision, IJCV 64 (1), 31-67, 2005.
S. Savarese, M. Chen and P. Perona. Recovering Local Shape of a Mirror Surface of a Regular Grid.
(14 pages pdf) [bibtex] in Proc. of European Conference of Computer Vision, ECCV Prague, 2004 May.
S. Savarese and P. Perona. Local Analysis for 3D Reconstruction of Specular Surfaces
(17 pages pdf) IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2001 December.
S. Savarese and P. Perona. Local Analysis for 3D Reconstruction of Specular Surfaces -- part II
(66 pages pdf) ECCV, Denmark, 2002 May.
S. Savarese, H. Rushmeier, F. Bernardini and P. Perona. Shadow Carving
(8 pages pdf) Proc. of the International Conference on Computer Vision (ICCV), Vancouver, Canad>, 2001 June.
J-Y Bouguet and P. Perona. 3D Photography Using Shadows in Dual-Space Geometry
PS file International Journal of Computer Vision (IJCV)Vol 35(2), pgs. 129-149 1999.
J-Y Bouguet, M. Weber and P. Perona. What do Planar Shadows Tell us About Scene Geometry?
PS file CVPR 1999.
(17 pages pdf) IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), 2001 December.
S. Savarese and P. Perona. Local Analysis for 3D Reconstruction of Specular Surfaces -- part II
(66 pages pdf) ECCV, Denmark, 2002 May.
S. Savarese, H. Rushmeier, F. Bernardini and P. Perona. Shadow Carving
(8 pages pdf) Proc. of the International Conference on Computer Vision (ICCV), Vancouver, Canad>, 2001 June.
J-Y Bouguet and P. Perona. 3D Photography Using Shadows in Dual-Space Geometry
PS file International Journal of Computer Vision (IJCV)Vol 35(2), pgs. 129-149 1999.
J-Y Bouguet, M. Weber and P. Perona. What do Planar Shadows Tell us About Scene Geometry?
PS file CVPR 1999.
J-Y Bouguet, P. Perona. 3D Photography on Your Desk
PS file Proc. of the 6th International Conference on Computer Vision (ICCV) 1998.
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PS file Proc. of the 6th International Conference on Computer Vision (ICCV) 1998.
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Motion |
Y. Song, L. Goncalves, P. Perona. Unsupervised Learning of Human Motion
(14 pages pdf) [bibtex] IEEE Transactions on Pattern Analysis and Machine Intelligence Volume (25), 2003 July.
D. Del Vecchio, R. M. Murray, P. Perona. Classification of Human Motion into Dynamics Based
Primitives with Application to Drawing Tasks [bibtex] Proc. of the European Control Conference 2003.
D. Del Vecchio, R. M. Murray, P. Perona. Segmentation of Human Motion into Dynamics Based
Primitives with Application to Drawing Tasks [bibtex] Proc. of the American Control Conference 2003.
D. Del Vecchio, R.M. Murray, P. Perona. Decomposition of Human Motion into Dynamics Based Primitives with Application to Drawing Tasks [bibtex] Automatica, 2003.
D. Del Vecchio, R. M. Murray, P. Perona. Primitives for Human Motion: A Dynamical Approach
[bibtex] IFAC World Congress 2002.
X. Feng, J-Y Bouguet, P. Perona. A New Geometrical Interpretation of Trilinear Constraints
(8 pages postscript) ACCV 2000.
X. Feng, P. Perona. Scene Segmentation from 3D Motion (8 pages postscript) CVPR 1998.
A. Benedetti, P. Perona. Real-time 2-D Feature Detection on a Reconfigurable Computer
(8 pages pdf) Proc. of IEEE Conference on Computer Vision and Pattern Recognition CVPR 1998.
J-Y Bouguet and P. Perona. Visual Navigation Using a Single Camera
(8 pages postscript)
S. Soatto, R. Frezza, P. Perona. Motion Estimation via Dynamic Vision
(long version), (short version) Proc. of the 33rd IEEE Conference on Decision and Control (CDC) 1994.
S. Soatto, P. Perona. 3D Visual Motion Estimation Using Subspace Constraints
(long version) (short vertsion) Proc. of the 1st IEEE Conference on Image Processing (ICIP) 1994.
S. Soatto. Observability/Identifiability of Rigid Motion Under Perspective Projection
(long version), (short version) Proc. of the 33rd IEEE Conference on Decision and Control (CDC) 1994.
S. Soatto, P. Perona. Structure-Independent Visual Motion Control on the Essential Manifold
(8 pages postscript) Proc. of the IFAC Symposium on Robot Control (SYROCO) 1994 September.
S. Soatto, P. Perona. 3D Transparent Structure Segmentation and Multiple Motion Estimation...
(8 pages postscript) Proc. of the IEEE Symposium on Motion of Nonrigid and Articulated Objects (MNAO) 1994.
S. Soatto, P. Perona. Recursive Estimation of Camera Motion from Uncalibrated Image Sequences
(5 pages postscript) Proc. of the 1st IEEE Conference on Image Processing (ICIP) 1994.
S. Soatto, R. Frezza, P. Perona. Motion Estimation on the Essential Manifold
(12 pages postscript) Proc. of the 3rd European Conf. on Computer Vision, ECCV 1994. In LNCS Vol. 801, Springer Verlag.
S. Soatto, P. Perona, R. Frezza, G. Picci. Recursive Motion Estimation with Complete Error Characterization
(6 pages postscript) Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 1993.
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Psychophysics |
L. Fei-Fei, R. VanRuellen, C. Koch and P. Perona. Why Does Natural Scene Categorization Require Little Attention? Exploring Attentional Requirements for Natural and Synthetic Stimuli.
(32 pages pdf) Visual Cognition. 12(6):pp893-924. 2005
L. Fei-Fei, R. VanRullen, C. Koch, and P. Perona. Rapid Natural Scene Categorization in the Near Absence of Attention (6 pages pdf) [bibtex] Proc. Nat. Acad. Sci, vol 99, 2002 July.
J. Sun & P. Perona. Where is the Sun? (html file) Nature Neuroscience, vol 1, n. 3, pgs. 183-184. 1998 July.
J. Sun & P. Perona. Shading and Stereo in Early Perception of Shape and Reflectance
(abstract) Perception, vol 26, n. 4, pgs. 519-529. 1997.
(abstract) Vision Research, vol 36, n. 16, pgs. 2515-2529. 1996.
J. Sun & P. Perona. Early Computation of Shape and Reflectance in the Visual System
(abstract) Nature, vol 379, n. 6561, pgs. 165-168. 1996 January.
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Early Vision, Grouping, Diffusions |
L. Zelnik-Manor and P. Perona Self-Tuning Spectral Clustering
(8 pages pdf) [bibtex]
P. Perona and W. Freeman. A Factorization Approach to Grouping
(16 pages pdf) Proc. 5th European Conference on Computer Vision (ECCV). Pgs. 655-670. Freiburg, Germany. 1998.
R. Manduchi, P. Perona and D. Shy. Efficient Deformable Filter Banks (Extended version in CNS Technical report CNS-TR-97-04, August 1997-PS, PDF)-Previous version by D. Shy and P. Perona appeared in CVPR94
[PS, PDF] - Matlab package by R. Manduchi for efficient deformable filter design (TAR) Page on steerable pyramids
by E. Simoncelli IEEE Trans. on Signal Processing. Vol.46, N.4, Pgs.1168-1173. 1998.
M.Tartagni and P.Perona. Progress in VLSI Optical Position-Sensitive Circuits
Sensors and Actuators A, Vol.67, N.1-3, Pgs.109-114.1998.
P. Perona. Orientation Diffusions (8 pages pdf) (8 pages postscript) IEEE Trans. on Image Processing,
Vol.7, N.3, Pgs.457-467 1998. (Previous version appeared in CVPR conference 1997, Pgs. 710-716).
R. Manduchi and P. Perona. Least-Squares Multirate FIR Filters
(8 pages postscript) Electronics Letters, 1996 April.
P. Perona. Deformable Kernels for Early Vision
(postscript of tech report) IEEE Trans. of Pattern Analysis and Machine Intelligence, Vol.17, N.5, Pgs.488-499. 1995.
R. Manduchi and P. Perona. Pyramidal Implementation of Deformable Kernels
(4 pages postscript) Proc. of the 2nd IEEE Conference on Image Processing (ICIP) 1995 October.
P. Perona and M. Tartagni. Diffusion Networks for On-Chip Image Contrast Normalization
(8 pages postscript) Proc. of the 1st IEEE Conference on Image Processing, (ICIP) 1994 November.
P. Perona. Steerable-Scalable Kernels for Edge Detection and Junction Analysis
(postscript) 2nd European Conference of Computer Vision (1992) pages 3-18 Image and Vision Computing,
vol. 10, pgs. 663-672, 1992.
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Miscellaneous |
R. Basri, T. Hassner and L. Zelnik-Manor. Approximate Nearest Subspace Search with Applications to Pattern Recognition IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Minneapolis, June 2007.
*Author names in alphabetical order due to equal contribution.
(Project, PDF, PPT) [bibtex]
L. Zelnik-Manor, G. Peters, and P. Pero na. Squaring the Circle in Panoramas
(8 pages pdf) [bibtex] Proc. of the Int. Conference on Computer Vision (ICCV), Beijing, China 2005 October.
A. D. Holub, G. Laurent, and P. Perona. A Digital Lobe for Pattern Equalization: Analysis and Design
(8 pages pdf) [bibtex] Sixteenth Annual Conference on Neural Information Processing Systems, (NIPS) 2002 December.
Research supported by:
- the National Science Foundation, Young Investigator grant 9457618.
- the National Science Foundation, ITR grant 82830.
- the National Science Foundation, ERC grant 9402726
- ONR MURI grant, ONR grant N00014-01-0890
- the National Science Foundation, Young Investigator grant 9457618.
- the National Science Foundation, ITR grant 82830.
- the National Science Foundation, ERC grant 9402726
- ONR MURI grant, ONR grant N00014-01-0890
PhD Thesis |
S. Savarese Thesis. Shape Reconstruction from Shadows and Reflections (141 pages pdf) Caltech, 2005.
L. Fei-Fei Thesis. Visual Recognition: Computational Models and Human Psychophysics (166 pages pdf)
Caltech, 2005.
M. Weber Thesis. Unsupervised Learning of Models for Recognition (127 pages pdf) Caltech, 2000
R. Fergus Thesis. Visual Object Category Recognition (193 pages pdf) University of Oxford, 2005.
© 2006 California Institute of Technology | Last Updated:July 20, 2007
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