Object Detection with Discriminatively Trained Part-Based Models

Distinctive Image Features from Scale-Invariant Keypoints

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Histograms of Oriented Gradients for Human Detection

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Robust Real-Time Face Detection

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Advances in kernel methods: support vector learning

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Active appearance models

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Making large scale SVM learning practical

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PCA-SIFT: a more distinctive representation for local image descriptors

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A discriminatively trained, multiscale, deformable part model

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Pictorial Structures for Object Recognition

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Object class recognition by unsupervised scale-invariant learning

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The PASCAL visual object classes challenge 2006 (VOC2006) results

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Local Features and Kernels for Classification of Texture and Object Categories: A Comprehensive Study

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Example-based learning for view-based human face detection

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Pegasos: primal estimated sub-gradient solver for SVM

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A general framework for object detection

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Feature extraction from faces using deformable templates

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Support Vector Machines for Multiple-Instance Learning

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The Representation and Matching of Pictorial Structures

1973 • 1,318 citations

A statistical method for 3D object detection applied to faces and cars

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Pegasos

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Robust Object Detection with Interleaved Categorization and Segmentation

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Putting Objects in Perspective

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A Tutorial on Energy-Based Learning

2006 • 808 citations

Untitled

2003 • 797 citations

Untitled

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Multiple Instance Boosting for Object Detection

2005 • 709 citations

Objects in Context

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Predicting Structured Data

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Hidden Conditional Random Fields

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A Stochastic Grammar of Images

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Human Face Detection in Visual Scenes

1995 • 366 citations

Hands: A Pattern Theoretic Study of Biological Shapes

1990 • 336 citations

A Stochastic Grammar of Images

2006 • 308 citations

Spatial Priors for Part-Based Recognition Using Statistical Models

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A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition

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A probabilistic approach to object recognition using local photometry and global geometry

1998 • 243 citations

Towards automatic discovery of object categories

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Context and Hierarchy in a Probabilistic Image Model

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Graphical templates for model registration

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POP: Patchwork of Parts Models for Object Recognition

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Efficient Deformable Template Detection and Localization without User Initialization

2000 • 101 citations

Training Deformable Models for Localization

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The Generalized A* Architecture

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An algorithm for constructing the aspect graph

1986 • 61 citations

Electromagnetic field representations and computations in complex structures I: complexity architecture and generalized network formulation

2002 • 58 citations

A Discriminative Framework for Modelling Object Classes

2005 • 56 citations

Part-Based Statistical Models for Object Classification and Detection

2005 • 33 citations

Efficient Learning of Relational Object Class Models

2007 • 31 citations

Deleted Work

1955 • 0 citations