Contour-based object detection as dominant set computation

Histograms of Oriented Gradients for Human Detection

2005 • 30,198 citations

Rapid object detection using a boosted cascade of simple features

2005 • 17,160 citations

The Pascal Visual Object Classes (VOC) Challenge

2009 • 16,797 citations

Object Detection with Discriminatively Trained Part-Based Models

2009 • 9,815 citations

Identification of common molecular subsequences

1981 • 9,753 citations

Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories

2006 • 7,849 citations

Shape matching and object recognition using shape contexts

2002 • 6,258 citations

One-shot learning of object categories

2006 • 2,897 citations

Learning to detect natural image boundaries using local brightness, color, and texture cues

2004 • 2,372 citations

Scene Labeling by Relaxation Operations

1976 • 1,420 citations

A spectral technique for correspondence problems using pairwise constraints

2005 • 1,208 citations

TextonBoost: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation

2006 • 1,174 citations

Shape Matching and Object Recognition Using Low Distortion Correspondences

2005 • 865 citations

Combined Object Categorization and Segmentation With an Implicit Shape Model

2004 • 828 citations

Maxima for Graphs and a New Proof of a Theorem of Turán

1965 • 718 citations

Groups of Adjacent Contour Segments for Object Detection

2007 • 566 citations

Dominant Sets and Pairwise Clustering

2006 • 481 citations

Class-specific Hough forests for object detection

2009 • 458 citations

Recognition using regions

2009 • 357 citations

Multiscale Categorical Object Recognition Using Contour Fragments

2008 • 338 citations

Object detection using a max-margin Hough transform

2009 • 302 citations

A Boundary-Fragment-Model for Object Detection

2006 • 301 citations

From Images to Shape Models for Object Detection

2009 • 297 citations

Quantitative measures of change based on feature organization: eigenvalues and eigenvectors

1996 • 222 citations

Common visual pattern discovery via spatially coherent correspondences

2010 • 190 citations

Graphical Models and Point Pattern Matching

2006 • 133 citations

Quantitative Measures of Change Based on Feature Organization: Eigenvalues and Eigenvectors

1998 • 131 citations

Contour Context Selection for Object Detection: A Set-to-Set Contour Matching Approach

2008 • 108 citations

MATLAB Functions for Computer Vision and Image Analysis

2004 • 96 citations

Active skeleton for non-rigid object detection

2009 • 81 citations

A shape-based object class model for knowledge transfer

2009 • 81 citations

Multi-scale object detection by clustering lines

2009 • 76 citations

Shape guided contour grouping with particle filters

2009 • 72 citations

Multi-stage Contour Based Detection of Deformable Objects

2008 • 66 citations

Object detection via boundary structure segmentation

2010 • 65 citations

Learning shape prior models for object matching

2009 • 40 citations

Free-shape subwindow search for object localization

2010 • 23 citations

Object recognition using wavelets, - graphs and synthesis of regions

2006 • 23 citations

Category-Specific Object Recognition and Segmentation Using a Skeletal Shape Model

2009 • 9 citations

Detection of unexpected multi-part objects from segmented contour maps

2009 • 4 citations