A. Verri and V. Torre
Absolute Depth Estimate in Stereopsis
J Opt Soc Am, 3: 297-299 (1986)
S. Uras, F. Girosi, A. Verri, and V. Torre
A Computational Approach to Motion Perception
Biol Cybern, 60: 79-87 (1988)
A. Verri and A. Yuille
Some Perspective Projection Invariants
J Opt Soc Am A, 5: 426-431 (1988)
A. Verri, F. Girosi, and V. Torre
Mathematical Properties of the Motion Field: from Singular Points to Motion Parameters
J Opt Soc Am A, 6: 698-712 (1989)
A. Verri and T. Poggio
Motion Field and Optical Flow: Qualitative Properties
IEEE Trans Pattern Anal Mach Intell, 11: 490-498 (1989)
A. Verri and F. Aicardi
Limit Cycles of the Two-Dimensional Motion Field
Biol Cybern, 64: 141-144 (1990)
A. Verri, F. Girosi, and V. Torre
Differential Techniques for Optical Flow
J Opt Soc Am A, 7: 912-922 (1990)
M. Campani and A. Verri
Motion Analysis from First Order Properties of Optical Flow
Comput Vision Image Understanding, 56: 90-107 (1992)
G.A. Orban, L. Lagae, A. Verri, S. Raiguel, D. Xiao, H. Maes, and V. Torre
First Order Analysis of Optical Flow in Monkey Brain
Proc Nat Acad Sci U S A, 89: 2595-2599 (1992)
A. Verri, M. Straforini, and V. Torre
Computational Aspects of Motion Perception in Artificial and Natural Visual Systems
Philos Trans R Soc London Ser B, 337: 429-443 (1992)
A. Verri, C. Uras, P. Frosini, and M. Ferri
On the Use of Size Functions for Shape Analysis
Biol Cybern, 70: 99-107 (1993)
A. Verri and C. Uras
Metric-Topological Approach to Shape Representation and Recognition
Image Vision Comput, 14: 189-207 (1996)
C. Uras and A. Verri
Computing Size Functions from Edge Maps
Int J Comput Vision, 23: 169-183 (1997)
A. Verri
There is more to Vision than Geometry
Comput Vision Image Understanding, 65: 439-441 (1997)
M. Pallavicini, C. Patrignani, M. Pontil, and A. Verri
The Nearest-Neighbor Technique for Particle Identification
Nucl Instrum Methods A, 405: 133-138 (1998)
M. Pontil and A. Verri
Properties of Support Vector Machines
Neural Comput, 10: 977-996 (1998)
M. Pontil and A. Verri
Support Vector Machines for 3-D Object Recognition
IEEE Trans Pattern Anal Mach Intell, 20: 637-646 (1998)
A. Verri and E. Trucco
Finding the Epipole from Uncalibrated Optical Flow
Image Vision Computing, 17: 605-609 (1999)
A. Fusiello, E. Trucco, and A. Verri
A Compact Algorithm for Rectification of Stereo Pairs
Mach Vision Appl, 12: 16-22 (2000)
M. Pittore, M. Campani, and A. Verri
Learning to Recognize Visual Dynamic Events from Examples
Int J Comput Vision, 38: 35-44 (2000)
F. Odone, E. Trucco, and A. Verri
A Trainable System for Grading Fish from Images
Appl Artif Intell, 15: 735-746 (2001)
T. Evgeniou, T. Poggio, M. Pontil, and A. Verri
Regularization and Statistical Learning Theory for Data Analysis
Comput Stat Data Anal, 38: 421-432 (2002)
B. Heisele, A. Verri, and T. Poggio
Learning and Vision Machines
Proc IEEE, 90(7): 1164-1177 (2002)
E. De Vito, L. Rosasco, A. Caponnetto, M. Piana, and A. Verri
Some Properties of Regularized Kernel Methods
J Mach Learn Res, 5: 1363-1390 (2004)
L. Rosasco, E. De Vito, A. Caponnetto, M. Piana, and A. Verri
Are Loss Functions All the Same?
Neural Comput, 16: 1063-1076 (2004)
F. Camastra and A. Verri
A Novel Kernel Method for Clustering
IEEE Trans Pattern Anal Mach Intell, 27: 801-805 (2005)
F. Odone, A. Barla, and A. Verri
Building Kernels from Binary Strings for Image Matching
IEEE Trans Image Process, 14: 169-180 (2005)
E. Delponte, F. Isgrò, F. Odone, and A. Verri
SVD-Matching Using SIFT Features
Graph Models, 68: 415-431 (2006)
C. Basso and A. Verri
Fitting 3D Morphable Models Using Implicit Representations
J Virtual Reality and Broadcasting, 4 (2007)
L. Lo Gerfo, L, Rosasco, F. Odone, E. De Vito, and A. Verri
Spectral Algorithms for Supervised Learning
Neural Comput, 20(7): 1873-1897 (2008)
C. De Mol, S. Mosci, M. Traskine, and A. Verri
A Regularized Method for Selecting Nested Group of Genes from Microarray Data
J Comput Biol, 16: 677-690 (2009)
A. Destrero, C. De Mol, F. Odone, and A. Verri
A Regularized Framework for Feature Selection in Face Detection and Authentication
Int J Comput Vision, 83: 164-177 (2009)
A. Destrero, C. De Mol, F. Odone, and A. Verri
A Sparsity-Enforcing Method for Learning Face Features
IEEE Trans Image Process, 18: 188-201 (2009)
A. Destrero, S. Mosci, C. De Mol, A. Verri, and F. Odone
Feature Selection for High Dimensional Data
Comput Manage Sci, 6: 25-40 (2009)
C. Malattia, M. B. Damasio, C. Basso, A. Verri, F. Magnaguagno, S. Viola, M. Gattorno, A. Ravelli, P. Tomà, and A. Martini
Dynamic contrast-enhanced magnetic resonance imaging in the assessment of disease activity in patients with juvenile idiopathic arthritis
Rheumatology, 49(1): 178-185 (2009)
P. Fardin, A. Barla, S. Mosci, L. Rosasco, A. Verri, and L. Varesio
The l1-l2 Regularization Framework Unmasks the Hypoxic Signature Hidden in the Transcriptome of a Set of Heterogeneous Neuroblastoma Cell Lines
BMC Genomics, 16: 474-489 (2010)
P. Fardin, A. Barla, S. Mosci, L. Rosasco, A. Verri, R. Versteeg, H. Caron, J. Molenaar, I. Ora, A. Eva, M. Puppo, and L. Varesio
A Biology-driven Approach Identifies the Hypoxia Gene Signature as a Predictor of the Outcome of Neuroblastoma Patients
Mol Cancer, 9: 185-199 (2010)
P. Fardin, A. Cornero, A. Barla, S. Mosci, M. Acquaviva, L. Rosasco, C. Gambini, A. Verri, and L. Varesio
Identification of Multiple Hypoxia Signatures in Neuroblastoma Cell Lines by l1-l2 Regularization and Data Reduction
J Biomed Biotechnol 2010 (2010)
N. Rebagliati and A. Verri
Spectral Clustering with More than K eigenvectors
Neurocomputing, 74: 1391-1401 (2011)
S. Villa, L. Rosasco, S. Mosci, and A. Verri
Consistency of Learning Algorithms Using Attouch–Wets Convergence
Optimization, 61: 287-305 (2012)
L. Baldassarre, L. Rosasco, A. Barla, and A. Verri
Multi-Ouput Learning via Spectral Filtering
Machine Learning, 87: 259-301 (2012)
G. Zycinski, A. Barla, M. Squillario, T. Sanavia, B. Di Camillo, and A. Verri
Knowledge Driven Variable Selection (KDVS) - a New Approach to Enrichment Analysis of Gene Signatures Obtained from High-throughput Data
Source Code for Biology and Medicine, 8(2): 1-14 (2013)
C. De Ambrosi, A. Barla, L. Tortolina, N. Castagnino, R. Pesenti, A. Verri, A. Ballestrero, F. Patrone, and S. Parodi
Parameter Space Exploration within Dynamic Simulations of Signalling Networks
Math Biosci and Eng, 10(1): 103-120 (2013)
S. Mascelli, A. Barla, A. Raso, S. Mosci, P. Nozza, R. Biassoni, G. Morana, M. Huber, C. Mircean, D. Fasulo, K. Noy, G. Wittemberg, S. Pignatelli, G. Piatelli, A. Cama, M. L. Garre, V. Capra, and A. Verri
Molecular Fingerprinting Reflects Different Histotypes and Brain Region in Low Grade Gliomas
BMC Cancer, 13: 387-418 (2013)
L. Rosasco, S. Villa, S. Mosci, M. Santoro, and A. Verri
Nonparametric Sparsity and Regularization
J Machine Lear Res, 14(1): 1665-1714 (2013)
S. Villa, S. Salzo, L. Baldassarre, and A. Verri
Accelerated and Inexact Forward-Backward Algorithms
SIAM J Optim, 23(3): 1607-1633 (2013)
G. Chiusano, A. Staglianò, C. Basso, and A. Verri
Unsupervised tissue segmentation from dynamic contrast-enhanced magnetic resonance imaging
Artif Intell Med, (61)1: 53-61 (2014)
S. Villa, L. Rosasco, S. Mosci, and A. Verri
Proximal methods for the latent group lasso penalty
Computational Optimization and Applications, 58(2): 381-407 (2014)
S. Salzo, S. Masecchia, A. Verri, and A. Barla
Alternating Proximal Regularized Dictionary Learning
Neural Comput, 26(12): 2855-2895 (2014)
V. Torre, A. Verri, and A. Fiumicelli
Stereo Accuracy for Robotics
In Proc. 3rd Int. Symp. Robotic Research, Gouvieux-Chantilly, 5-9 (1986)
A. Verri, and T. Poggio
Qualitative Information in the Optical Flow
In Proc. Image Understanding Workshop, Los Angeles CA, 825-834 (1987)
A. Verri, and T. Poggio
Against Quantitative Optical Flow
In Proc. 1st Int. Conf. Comput. Vis., London, 171-180 (1987)
P. Bellutta, G. Collini, A. Verri, and V. Torre
3D Visual Information from Vanishing Points
In Proc. IEEE Work. Interpretation of 3D Scenes, Austin TX, 41-49 (1989)
F. Girosi, A. Verri, and V. Torre
Constraints for the Computation of Optical Flow
In Proc. IEEE 1st Work. Visual Motion, Irvine CA, 116-124 (1989)
J.J. Little and A. Verri
Analysis of Differential and Matching Methods for Optical Flow
In Proc. IEEE 1st Work. Visual Motion, Irvine CA, 173-180 (1989)
A. Verri, F. Girosi, and V. Torre
Mathematical Properties of the 2D Motion Field: from Singular Points to Motion Parameters
In Proc. IEEE 1st Work. Visual Motion, Irvine CA, 190-200 (1989)
A. Verri, S. Uras, and E. De Micheli
Motion Segmentation from Optical Flow
In Proc. 5th Alvey Vis. Conf., Reading, 209-214 (1989)
M. Campani and A. Verri
Computing Optical Flow from an Overconstrained System of Linear Algebraic Equations
In Proc. 3rd Int. Conf. Comput. Vis., Osaka, 22-26 (1990)
A. Verri and M. Campani
An Algebraic Procedure for the Computation of Optical Flow
In Proc. IEEE 1st Work. Robust Comput. Vis., Seattle WA, 257-267 (1990)
E. De Micheli, A. Verri and S. Uras
3D Motion and Structure from Image Sequences
In Proc. IFIP TC7 on Modeling the Innovation, Roma, 349-356 (1990)
A. Malisia, M. Campani, and A. Verri
A Simple and Robust Method for Estimating the Motion of a Mobile Vehicle from Optical Flow
In Proc. IEEE 2nd Work. Robust Comput. Vis., Bonn, 257-267 (1992)
A. Rognone, M. Campani, and A. Verri
Identifying Multiple Motions from Optical Flow
In Proc. 2nd Eur. Conf. Comput. Vis., Santa Margherita, LNCS 800: 258-266 (1992)
E. De Micheli and A. Verri
Passive Navigation: One Dimension is Better than Two
In Proc. IEEE Int. Conf. Digital Signal Processing, Nicosia, Vol 2: 450-455 (1993)
E. De Micheli and A. Verri
Vehicle Guidance from One-Dimensional Optical Flow
In Proc. IEEE Symp. Intelligent Vehicles, Tokio, 183-188 (1993)
A. Verri and C. Uras
Invariant Size Functions
In Proc. 2nd Joint Eur.-US Work. Invariance in Comput. Vis., Azores, LNCS 825: 215-234 (1993)
A. Verri, C. Uras, P. Frosini, and M. Ferri
On the Use of Size Functions for Shape Analysis
In Proc. IEEE Work. Qualitative Vis., New York, 89-96 (1993)
A. Verri and C. Uras
Studying Shapes through Size Functions
In Proc. NATO ASI Series: Shape in picture, Driebergen, F(126): 81-89 (1994)
C. Uras and A. Verri
On the Recognition of the Alphabet of Sign Language through Size Functions
In Proc. 12th Int. Conf. Patt. Recog., Jerusalem, Vol 2: 334-338 (1994)
C. Uras and A. Verri
Hand Gesture Recognition from Edge Maps
In Proc. 1st Int. Work. Automatic Face Gesture Recog., Zurich, 116-121 (1995)
C. Uras and A. Verri
Sign Language Recognition: an Application of the Theory of Size Functions
In Proc. 6th British Machine Vis. Conf., Birmingham, 711-720 (1995)
A. Verri and C. Uras
Aspect-Based Object Recognition with Size Functions
In Proc. 13th Int. Conf. Patt. Recog.,Vienna, Vol 1: 682-686 (1996)
A. Fusiello, E. Trucco, and A. Verri
Rectification with Unconstrained Stereo Geometry
In Proc. 8th British Machine Vis. Conf., Essex, 400-409 (1997)
M. Pontil and A. Verri
Direct Aspect Based 3D Object Recognition
In Proc. 9th Int. Conf. Image Anal. and Processing, Firenze, LNCS 1311: 300-307 (1997)
F. Odone, E. Trucco, and A. Verri
Visual Learning of Weight from Shape Using Support Vector Machines
In Proc. 9th British Machine Vis. Conf., Southampton, 469-477 (1998)
M. Pontil, S. Rogai, and A. Verri
Recognizing 3D Objects with Linear Support Vector Machines
In Proc. 5th Eur. Conf. Comput. Vis., Friburg, LNCS 1407: 469-483 (1998)
A. Verri and E. Trucco
Finding the Epipole from Uncalibrated Optical Flow
In Proc. 6th Int. Conf. Comput. Vis., Mumbai, 987-991 (1998)
N. Barabino, M. Pallavicini, A. Petrolini, M. Pontil, and A. Verri
Support Vector Machines vs. Multi-Layer Perceptrons in Particle Identification
In Proc. 7th Eur. Symp. Artif. Neural Networks, Bruges, 257-262 (1999)
M. Pittore, C. Basso, and A. Verri
Representing and Recognizing Visual Dynamic Events with Support Vector Machines
In Proc. 10th Int. Conf. Image Anal. and Processing, Venice, 18-23 (1999)
F. Odone, E. Trucco, and A. Verri
A Flexible Algorithm for Image Matching
In Proc. 11th Int. Conf. Image Anal. and Processing, Palermo, 290-295 (2001)
F. Odone, E. Trucco, and A. Verri
General Purpose Matching of Grey Level Arbitrary Images
In Proc. 4th Int. Work. Visual Form, Capri, LNCS 2059, 573-582 (2001)
A. Barla, E. Franceschi, F. Odone, and A. Verri
Image Kernels
In Proc. 1st Int. Work. Patt. Rec. with SVM, Niagara Falls, LNCS 2388, 83-96 (2002)
A. Barla, F. Odone, and A. Verri
Hausdorff Kernel for 3D Object Acquisition and Detection
In Proc. 7th Eur. Conf. Comput. Vis., Cophenagen, LNCS 2353, 20-33 (2002)
A. Barla, F. Odone, and A. Verri
Old Fashioned State-of-the-Art Image Classification
In Proc. 12th Int. Conf. Image Anal and Processing, Mantova, 566-571 (2003)
F. Odone, A. Barla, and A. Verri
Histogram Intersection Kernel for Image Classification
In Proc. IEEE Int. Conf. Image Processing, Barcelona, Vol 3: 513-516 (2003)
M. Delato, A. Martelli, M. Martelli, V. Mascardi, and A Verri
A Multimedia, Multichannel, and Personalized News Provider
In Proc. 1st Int. Work. on Multimedia Interactive Protocols and Systems, LNCS 2899, 388-399 (2003)
E. Franceschi, F. Odone, and A. Verri
Statistical Learning Approaches with Application to Face Detection
Advanced Studies in Biometrics, LNCS 3161, 91-104 (2005)
A. Caponnetto, L. Rosasco, F. Odone, and A. Verri
Support Vector Algorithms as Regularization Networks
In Proc. 13th Eur. Symp. Artif. Neural Networks, Bruges, 595-600 (2005)
E. Delponte, F. Isgrò, F. Odone and A. Verri
Large Baseline Matching of Scale Invariant Features
In Proc. 13th Int. Conf. Image Anal. and Processing, Cagliari, LNCS 3617, 794-801 (2005)
E. Delponte, F. Isgrò, F. Odone and A. Verri
SVD-Matching Using SIFT Features
In Proc. Int. Conf. on Vis, Video and Graphics, Edinburgh, 125-132 (2005)
E. Franceschi, F. Odone, F. Smeraldi, and A. Verri
Feature Selection with Nonparametric Statistics
In Proc. IEEE Int. Conf. Image Processing, Genova, 325-328 (2005)
F. Isgrò, F. Odone, and A. Verri
An Open System for 3D Reconstruction from Multiple Sensors
In Proc. Int. Work. on Comput Arch for Mach Perception, Palermo, 52-57 (2005)
F. Odone, A. Barla, E. Franceschi, and A. Verri
Web Tools to Support Image Classification
In Proc. SPIE Internet Imaging Conf., San Jose, Vol 5670: 197-206, (2005)
E. Delponte, E. Arnaud, F. Odone, and A. Verri
Analysis on a Local Approach to 3D Object Recognition
In Proc. DAGM06, LNCS 4174, 253-262 (2006)
E. Delponte, E. Arnaud, F. Odone, and A. Verri
Trains of Keypoints for 3D Object Recognition
In Proc. Int. Conf. on Patt. Rec., Hong Kong, Vol 2:1014-1017 (2006)
M.R. Daliri, E. Delponte, A. Verri, and V. Torre
Shape Categorization Using String Kernels
In Proc. Joint IAPR Int. Work. Structural, Syntactic, and Statistical Patt. Rec., Hong Kong, LNCS 4109: 297-305 (2006)
C. Basso and A. Verri
Fitting 3D Morphable Models Using Implicit Representations
In Proc. 2nd Int. Conf. on Comput. Graphics Theory and Applications, Barcelona, 45-52 (2007)
E. Delponte, N. Noceti, F. Odone, and A. Verri
Appearance-Based 3D Object Recognition with Time-Invariant Features
In Proc. Int. Conf. Image Anal. and Processing, 467-474 (2007)
A. Destrero, C. D. Mol, F. Odone, and A. Verri
A Regularized Approach to Feature Selection for Face Detection
In Proc. 8th Asian Conf. on Comput. Vis., LNCS 4844, 881-890 (2007)
A. Destrero, F. Odone, and A. Verri
A System for Face Detection and Tracking in Unconstrained Environments
In Proc. of the IEEE Int. Conf. on Advanced Video and Signal Based Surveillance, London, 499-504 (2007)
A. Destrero, F. Odone, and A. Verri
A Trainable System for Face Detection in Unconstrained Environments
In Proc. 14th Int. Conf. Image Anal. and Processing, Modena, 407-412 (2007)
S. Mosci, L. Rosasco, and A. Verri
Dimensionality Reduction and Generalization
In Proc. 24th Int. Conf. on Mach. Learning, Corvalis OR, ACM Int. Conf. Proc. Series 227: 657-664 (2007)
A. Barla, S. Mosci, L. Rosasco, and A. Verri
A Method for Robust Variable Selection with Significance Assessment
In Proc. 16th Eur. Symp. Artif. Neural Networks, Bruges, 83-88 (2008)
C. Basso, M. Santoro, A. Verri, and M. Esposito
Segmentation of Inflamed Synovia in Multi-Modal 3D MRI
In Proc. IEEE Int. Symp. Biomedical Imaging: From Nano to Macro, Boston MA, 229-232 (2009)
L. Rosasco, M. Santoro, S. Mosci, S. Villa, and A. Verri
Regularization approach to nonlinear variable selection
In Proc. 13th Int. Conf. Artif. Intell. and Stat, Chia Laguna Resort, Vol 9: 653-660, (2010)
S. Mosci, S. Villa, A. Verri, and L. Rosasco
A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups
In Proc. 24th Ann. Conf. Neural Inf. Processing Systems, Vancouver, 2604-2612 (2010)
S. Mosci, L. Rosasco, M. Santoro, A. Verri, and S. Villa
Solving Structured Sparsity Regularization with Proximal Methods
In Proc. Eur. Conf. Mach. Learning and Knowledge Discovery in Databases, Barcelona, LNCS 6321, Vol 2: 418-433 (2010)
L. Baldassarre, L. Rosasco, A. Barla, and A. Verri
Vector Field Learning via Spectral Filtering
In Proc. Eur. Conf. Mach. Learning and Knowledge Discovery in Databases, Barcelona, LNCS 6321, Vol 1: 418-433 (2010)
L. Zini, F. Odone, A. Verri, P. Lanza, and A. Marcer
Relative Pose Estimation for Planetary Entry Descent Landing
In Proc. ACCV Work. Comput. Vis. in Vechicle Tech.: from Earth to Mars, Queenstown, LNCS 6469, 255-264 (2010)
G. Chiusano, A. Staglianò, C. Basso, and A. Verri
DCE-MRI Analysis Using Sparse Adaptive Representations
In Proc. MICCAI Work. Mach. Learning in Medical Imaging, Toronto, LNCS 7009, 67-74 (2011)
C. Basso, M. Santoro, A. Verri, S. Villa
PADDLE: Proximal Algorithm for Dual Dictionaries Learning
In Proc. 21st Int Conf. on Artif. Neural Networks, Espoo, LNCS 6791, Vol. 1: 379-386 (2011)