Shape Matching and Object Recognition Using Low Distortion Correspondences

Distinctive Image Features from Scale-Invariant Keypoints

2004 • 52,232 citations

Object recognition from local scale-invariant features

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Robust Real-Time Face Detection

2004 • 14,086 citations

On Growth and Form

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Comparing images using the Hausdorff distance

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

2004 • 2,372 citations

Robust real-time object detection.

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Object class recognition by unsupervised scale-invariant learning

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Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories

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Distortion invariant object recognition in the dynamic link architecture

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A new point matching algorithm for non-rigid registration

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Local grayvalue invariants for image retrieval

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The Representation and Matching of Pictorial Structures

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

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A performance evaluation of local descriptors

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Feature detection in human vision: a phase-dependent energy model

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Real-time object detection for "smart" vehicles

1999 • 644 citations

Visual features of intermediate complexity and their use in classification

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Sharing features: efficient boosting procedures for multiclass object detection

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

2003 • 428 citations

Names and faces in the news

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Matching shapes

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

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Hands: A Pattern Theoretic Study of Biological Shapes

1990 • 336 citations

Affine invariant model-based object recognition

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Finding faces in cluttered scenes using random labeled graph matching

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Geometric blur for template matching

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Object recognition with informative features and linear classification

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Detecting and localizing edges composed of steps, peaks and roofs

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Joint induction of shape features and tree classifiers

1997 • 200 citations

A global solution to sparse correspondence problems

2003 • 199 citations

Shape contexts enable efficient retrieval of similar shapes

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Feature-centric evaluation for efficient cascaded object detection

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3D object modeling and recognition using affine-invariant patches and multi-view spatial constraints

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MOVPE growth for the fabrication of OEICs

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Detection of local features invariant to affines transformations

2002 • 16 citations