Publications |
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
Recognition and Learning
Human-Machine Interfaces
3D Reconstruction
Motion
Psychophysics
Early Vision, Grouping, Diffusion
Miscellaneous
PhD
Thesis
M. Spain, P. Perona Some Objects are More Equal than Others: Measuring and Predicting Importance
(14 pages pdf) [bibtex] European Conference on Computer Vision (ECCV) Marseille, France 2008
P. Dollár, B. Babenko, S. Belongie, P. Perona, Z. Tu
Multiple Component Learning for Object Detection
(14 pages pdf) [bibtex] European Conference on Computer Vision (ECCV) Marseille, France 2008
G.Griffin, P. Perona Learning and Using Taxonomies for Fast Visual Categorization
(8 pages pdf) [bibtex] Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska 2008
M. Andreetto, L. Zelnik-Manor, P. Perona Unsupervised Learning of Categorical Segments in Image Collections
(8 pages pdf) [bibtex] IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV08)}, in
Computer Vision and Pattern Recognition (CVPR) Anchorage, Alaska 2008
E. Bart, I. Porteous, P. Perona, M. Welling
Unsupervised Learning of Visual Taxonomies
(8 pages pdf) [bibtex] IEEE
Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska 2008
A.D. Holub, P. Moreels, P. Perona Unsupervised Clustering for Google Searches of Celebrity Images
(8 pages pdf) [bibtex] 8th IEEE Int'l Conference on Automatic Face and Gesture Recognition (FG 2008)
R. Gomes, M. Welling, P. Perona. Incremental Learning of Nonparametric Bayesian Mixture Models
(8 pages pdf) [bibtex] IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska 2008
A.D. Holub, P. Perona, M. Burl. Entropy-Based Active Learning for Object Recognition
(8 pages pdf) [bibtex] CVPR 2008, Second IEEE Workshop on Online Learning for Classification, (OLC)
* Winner of Best Paper in the OLC Workshop Award!
M. Andreetto, L. Zelnik-Manor, P. Perona. Non-Parametric Probabilistic Image Segmentation
(8 pages pdf) [bibtex] Eleventh IEEE International Conference on Computer Vision (ICCV), Rio de Janeiro, Brazil,
2007
A.D. Holub, M. Welling, P. Perona Hybrid Generative-Discriminative Object Recognition.
(39 pages pdf) [bibtex] International Journal of Computer Vision (IJCV), 2007
A. Angelova, L. Matthies, D. Helmick, P. Perona.
Dimensionality Reduction
Using Automatic Supervision for Vision-Based Terrain Learning
(8 pages pdf) [bibtex] Robotics: Science and Systems (RSS), 2007
A. Angelova, L. Matthies, D. Helmick, P. Perona.
Fast Terrain Classification
Using Variable-Length Representation for Autonomous Navigation
(8 pages pdf) [bibtex] IEEE
Conference on Computer Vision and Pattern Recognition (CVPR), 2007
A.D. Holub, Yun-Hsueh Liu and P. Perona On Constructing Facial Similarity Maps
(8 pages pdf) [bibtex] IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2007
A. Angelova, L. Matthies, D. Helmick, P. Perona,
Learning Slip Behavior Using Automatic Mechanical Supervision
(8 pages pdf) [bibtex] IEEE International Conference on Robotics and Automation (ICRA), 2007
A. Angelova, L. Matthies, D. Helmick, P. Perona,
Learning And Prediction of Slip Using Visual Information Journal of Field Robotics, 2007
(Abstract)
P. Gehler, A.D. Holub,M. Welling
The Rate Adapting Poisson Model For Information Retrieval and Object Recognition
(8 pages pdf) [bibtex] International Conference on Machine Learning (ICML), 2006
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 (PAMI),
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 International Conference on Computer Vision and Pattern Recognition 2005
R. Fergus, L. Fei-Fei, P. Perona and A. Zisserman. Learning Object Categories from Google's Image Search
(8 pages pdf) IEEE International Conference on Computer Vision and Pattern Recognition. 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
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
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
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
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
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
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 Conf. Computer Vision (ECCV)
Dublin, Ireland, 2000
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
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., Grenoble, France, 2000
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
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
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
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
Leung, M.C. Burl and P. Perona. Finding Faces in Cluttered Scenes Using Random Labeled Graph Matching
(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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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
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
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
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
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
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
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
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
M. Munich, P. Perona. Camera-Based ID Verification by Signature Tracking
(ps file) Proc. of the 13th Int. Conference on Pattern Recognition (ICPR) 1998
M. Munich, P. Perona. Visual Input for Pen-Based Computers
(ps file) Proc. of the 13th Int. Conference on Pattern Recognition (ICPR) 1996
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
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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] Proc. of European Conference of Computer Vision (ECCV) Prague, 2004
S. Savarese and P. Perona. Local Analysis for 3D Reconstruction of Specular Surfaces
(17 pages pdf) IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR),
2001
S. Savarese and P. Perona. Local Analysis for 3D Reconstruction of Specular Surfaces -- part II
(66 pages pdf) Proc. of European Conference of Computer Vision (ECCV) Denmark, 2002
S. Savarese, H. Rushmeier, F. Bernardini and P. Perona. Shadow Carving
(8 pages pdf) Proc. of the International Conference on Computer Vision (ICCV), Vancouver, Canada, 2001
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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Y. Song, L. Goncalves, P. Perona. Unsupervised Learning of Human Motion
(14 pages pdf) [bibtex] IEEE Transactions on Pattern Analysis and Machine Intelligence Volume (PAMI) (25), 2003
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 (ECC), 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
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 Verla
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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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):pp 893-924. 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
J. Sun & P. Perona. Where is the Sun? (html file) Nature Neuroscience, vol 1, n. 3, pgs. 183-184. 1998
J. Sun & P. Perona. Shading and Stereo in Early Perception of Shape and Reflectance
(abstract) Perception, vol 26, n. 4, pgs. 519-529. 1997
J. Sun & P. Perona. Preattentive Perception of Elementary Three Dimensional Shapes
(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]
Project Web-Page Eighteenth Annual Conf. on Neural Information Processing Systems, (NIPS) 2004
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
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
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
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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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, 2007
*Author names in alphabetical order due to equal contribution
(Project | PDF | PPT) [bibtex]
L. Zelnik-Manor, G. Peters, and P. Perona. Squaring the Circle in Panoramas
(8 pages pdf) [bibtex] Proc. of the Int. Conference on Computer Vision (ICCV), Beijing, China 2005
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
Research supported by:
- ONR MURI grant, ONR grant N00014-06-1-0734
- the National Science Foundation, grant CMMI-0730689
- the National Institutes of Health, grant R01 DA022777
- the National Science Foundation, grant IIS-0413312
- 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
Claudio Fanti Caltech, 2008
P. Moreels. Probabilistic, Features-based Object Recognition (169 pgs pdf) Caltech, 2007
A. Angelova. Visual Prediction of Rover Slip: Learning Algorithms and Field Experiments (196 pgs pdf)
Caltech, 2007
C. Bassett. CMOS Imaging Technology with Embedded Early Image
Processing (176 pgs pdf) Caltech, 2007
A. Holub. Discriminative vs. Generative Object Recognition:
Objects, Faces, and the Web (157 pgs pdf)
Caltech, 2007
D. delVecchio. State Estimation In Multi-Agent Decision
and Control Systems (130 pgs pdf) Caltech, 2005
S. Savarese. Shape Reconstruction from Shadows and Reflections (141 pgs pdf) Caltech, 2005
L. Fei-Fei. Visual Recognition: Computational Models and Human Psychophysics (166 pgs pdf) Caltech, 2005
Y. Song. A Probabilistic Approach to Human Motion
Detection and Labeling (142 pgs pdf) Caltech, 2003
M. Weber. Unsupervised Learning of Models for Recognition (127 pages pdf) Caltech, 2000
M. Munich. Visual Input for Pen-based Computers (200 pgs pdf) Caltech, 2000
L. Goncalves. Automatic Observation and Synthesis of Human Motion (185 pgs pdf) Caltech, 2000
J .Y. Bouguet. Visual Methods for Three-Dimensional Modeling (236 pgs pdf) Caltech, 1999
M. Burl. Recognition of Visual Object Classes (220 pgs pdf) Caltech, 1997
C. Kolb. Two Themes in Perceptual Ecology: Visual Attention and Awareness (197 pgs pdf) Caltech, 1996
S. Soatto. A Geometric Framework for Dynamic Vision (307 pgs pdf) Caltech, 2006
R. Fergus. Visual Object Category Recognition (193 pages pdf) University of Oxford/Caltech, 2005
Complete list-In progress....
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