Classification using intersection kernel support vector machines is efficient

Support-vector networks

1995 • 35,844 citations

Histograms of Oriented Gradients for Human Detection

2005 • 30,198 citations

Untitled

1995 • 29,657 citations

Robust Real-Time Face Detection

2004 • 14,086 citations

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

2006 • 7,849 citations

Color indexing

1991 • 5,598 citations

One-shot learning of object categories

2006 • 2,897 citations

A discriminatively trained, multiscale, deformable part model

2008 • 2,784 citations

Training support vector machines: an application to face detection

2002 • 2,498 citations

The pyramid match kernel: discriminative classification with sets of image features

2005 • 1,499 citations

Support vector machines for histogram-based image classification

1999 • 1,432 citations

Representing shape with a spatial pyramid kernel

2007 • 1,407 citations

Untitled

2000 • 1,270 citations

An Experimental Study on Pedestrian Classification

2006 • 573 citations

Sharing features: efficient boosting procedures for multiclass object detection

2004 • 571 citations

Learning The Discriminative Power-Invariance Trade-Off

2007 • 521 citations

Simplified support vector decision rules

1996 • 441 citations

Improved fast gauss transform and efficient kernel density estimation

2003 • 406 citations

Building Support Vector Machines with Reduced Classifier Complexity

2006 • 271 citations

Detecting and localizing edges composed of steps, peaks and roofs

2002 • 216 citations

Hierarchical classification and feature reduction for fast face detection with support vector machines

2003 • 184 citations

Computationally efficient face detection

2002 • 182 citations

Reducing the Run-time Complexity in Support Vector Machines

1998 • 125 citations

Real-time Accurate Object Detection using Multiple Resolutions

2007 • 125 citations

Building kernels from binary strings for image matching

2005 • 112 citations

Generalized histogram intersection kernel for image recognition

2005 • 99 citations

Sparseness of Support Vector Machines---Some Asymptotically Sharp Bounds

2003 • 74 citations

Learning Additive Models Online with Fast Evaluating Kernels

2001 • 56 citations