Local Feature Detection Approaches

Focus is placed on characterizing and detecting local features within images. This cluster includes surveys and techniques related to invariant feature detectors and their applications.

local features
invariant detectors
blob detection
feature extraction
image analysis

550 papers

Parent topic: Computer Vision Detection Techniques

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Papers Over Time

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Top Papers

Local Invariant Feature Detectors: A Survey

2007 · 1,044 citations

Fast Radial Symmetry For Detecting Points Of Interest

2003 · 458 citations

A Generalized Laplacian Of Gaussian Filter For Blob Detection And Its Applications

2013 · 271 citations

Boundary-based Corner Detection Using Eigenvalues Of Covariance Matrices

1999 · 84 citations

Low Resolution Person Detection With A Moving Thermal Infrared Camera By Hot Spot Classification

2014 · 58 citations

Geometric Means And Medians With Applications To Target Detection

2017 · 54 citations

Object Detection Using Non-Redundant Local Binary Patterns

2010 · 51 citations

A New Efficient SVM-based Edge Detection Method

2004 · 46 citations

Pedestrian Detection Using Sparse Gabor Filter And Support Vector Machine

2005 · 45 citations

Fast Reflectional Symmetry Detection Using Orientation Histograms

1999 · 45 citations

Feature Agglomeration Networks For Single Stage Face Detection

2020 · 45 citations

Local Invariant Feature Detectors: A Survey

2007 · 41 citations

Robust Cascaded Skin Detector Based On AdaBoost

2018 · 39 citations

On The Edge Location Error For Local Maximum And Zero-Crossing Edge Detectors

1994 · 37 citations

A Skin Segmentation Algorithm Based On Stacked Autoencoders

2017 · 36 citations

Contrast Invariant Features For Human Detection In Far Infrared Images

2012 · 33 citations

Symmetry Information Based Fuzzy Clustering For Infrared Pedestrian Segmentation

2018 · 33 citations

Decision Rules For Choice Of Neighbors In Random Field Models Of Images

1981 · 32 citations

Gaussian Field Consensus: A Robust Nonparametric Matching Method For Outlier Rejection

2018 · 30 citations

Digital Hair Segmentation Using Hybrid Convolutional And Recurrent Neural Networks Architecture

2019 · 30 citations