Bilinear classifiers for visual recognition

Convex Optimization

2004 • 32,626 citations

Histograms of Oriented Gradients for Human Detection

2005 • 30,198 citations

Object Detection with Discriminatively Trained Part-Based Models

2009 • 9,815 citations

A Multilinear Singular Value Decomposition

2000 • 3,997 citations

Recognizing human actions: a local SVM approach

2004 • 2,988 citations

A discriminatively trained, multiscale, deformable part model

2008 • 2,784 citations

Large Margin Methods for Structured and Interdependent Output Variables

2005 • 2,005 citations

On the algorithmic implementation of multiclass kernel-based vector machines

2002 • 1,762 citations

Human Detection Using Oriented Histograms of Flow and Appearance

2006 • 1,629 citations

A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data

2005 • 1,414 citations

Pedestrian detection: A benchmark

2009 • 1,283 citations

Action MACH a spatio-temporal Maximum Average Correlation Height filter for action recognition

2008 • 1,212 citations

Multitask learning

1998 • 1,180 citations

General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

2007 • 1,154 citations

Maximum-Margin Matrix Factorization

2004 • 995 citations

Fast maximum margin matrix factorization for collaborative prediction

2005 • 982 citations

Separating Style and Content with Bilinear Models

2000 • 879 citations

Multilinear Analysis of Image Ensembles: TensorFaces

2002 • 839 citations

Biconvex sets and optimization with biconvex functions: a survey and extensions

2007 • 662 citations

Jointly Constrained Biconvex Programming

1983 • 544 citations

Non-negative tensor factorization with applications to statistics and computer vision

2005 • 497 citations

Finding People in Images and Videos

2006 • 271 citations

Discriminant Analysis with Tensor Representation

2005 • 185 citations

Optimized cutting plane algorithm for support vector machines

2008 • 124 citations

Modeling Appearances with Low-Rank SVM

2007 • 68 citations

Scene Discovery by Matrix Factorization

2008 • 50 citations