Back to search

Efficient Learning of Relational Object Class Models

Data up to Jan 2025

Published2007
Citations31
References39

Total Citations Per Year

Abstract

References (39)

Statistical Learning Theory

1999 • 27,709 citations

Rapid object detection using a boosted cascade of simple features

2005 • 17,160 citations

Experiments with a new boosting algorithm

1996 • 7,607 citations

Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)

2000 • 6,687 citations

Basic objects in natural categories

1976 • 5,360 citations

Visual categorization with bags of keypoints

2004 • 4,232 citations

Improved boosting algorithms using confidence-rated predictions

1998 • 2,601 citations

Pictorial Structures for Object Recognition

2004 • 2,212 citations

Object class recognition by unsupervised scale-invariant learning

2003 • 2,065 citations

Untitled

1999 • 1,904 citations

On Discriminative vs. Generative Classifiers: A comparison of logistic regression and naive Bayes

2001 • 1,818 citations

Untitled

2001 • 1,202 citations

Learning to detect objects in images via a sparse, part-based representation

2004 • 857 citations

Combined Object Categorization and Segmentation With an Implicit Shape Model

2004 • 828 citations

The 2005 PASCAL Visual Object Classes Challenge

2006 • 747 citations

Visual features of intermediate complexity and their use in classification

2002 • 621 citations

Learning a Sparse Representation for Object Detection

2002 • 529 citations

Local feature view clustering for 3D object recognition

2005 • 483 citations

A Bayesian approach to unsupervised one-shot learning of object categories

2003 • 428 citations

Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes

2003 • 326 citations

Contextual Models for Object Detection Using Boosted Random Fields

2004 • 309 citations

Combining Top-Down and Bottom-Up Segmentation

2005 • 273 citations

Weak Hypotheses and Boosting for Generic Object Detection and Recognition

2004 • 269 citations

A Sparse Object Category Model for Efficient Learning and Exhaustive Recognition

2005 • 268 citations

Object recognition with informative features and linear classification

2003 • 264 citations

Discriminant Saliency for Visual Recognition from Cluttered Scenes

2004 • 198 citations

Generative versus Discriminative Methods for Object Recognition

2005 • 151 citations

Integrating representative and discriminant models for object category detection

2005 • 125 citations

Object Class Recognition Using Discriminative Local Features

2005 • 115 citations

Combining generative models and Fisher kernels for object recognition

2005 • 90 citations

A Discriminative Framework for Modelling Object Classes

2005 • 56 citations

A generative/discriminative learning algorithm for image classification

2005 • 52 citations

Machine learning challenges : evaluating predictive uncertainty visual object classification and recognizing textual entailment : First PASCAL Machine Learning Challenges Workshop, MLCW 2005, Southampton, UK, April 11-13, 2005 : revised selected papers

2006 • 50 citations

A Family of Probabilistic Kernels Based on Information Divergence

2004 • 47 citations

Appearance Based Qualitative Image Description for Object Class Recognition

2004 • 45 citations

Object Class Recognition by Boosting a Part-Based Model

2005 • 40 citations

Efficient learning of relational object class models

2005 • 33 citations

Efficient Unsupervised Learning for Localization and Detection in Object Categories

2005 • 22 citations

Deleted Work

1955 • 0 citations

Cited By (0)

No citing papers found in database

Efficient Learning of Relational Object Class Models (2007) – International Journal of Computer Vision | Metascience Observatory Explorer