Feature Detection and Classification

This cluster discusses methodologies for detecting and classifying local features across diverse applications. It includes studies on energy-based detection and 3D imaging classification.

feature detection
classification
3D imaging
local features
energy-based methods

2,013 papers

Parent topic: Computer Vision Detection Techniques

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Papers Over Time

19751980198519901995200020052010201520202025

Top Papers

Automated Three-Dimensional Detection And Shape Classification Of Dendritic Spines From Fluorescence Microscopy Images

2008 · 519 citations

Feature Detection From Local Energy

1987 · 488 citations

Invariant Features From Interest Point Groups

2002 · 337 citations

Statistical Computations On Grassmann And Stiefel Manifolds For Image And Video-Based Recognition

2011 · 285 citations

Event-Based Moving Object Detection And Tracking

2018 · 213 citations

Local Maximum Edge Binary Patterns: A New Descriptor For Image Retrieval And Object Tracking

2012 · 178 citations

Robust Face Detection Using Local Gradient Patterns And Evidence Accumulation

2012 · 142 citations

The Detection Of Local Shape Changes Via The Geometry Of Hotelling's $T^2$ Fields

1999 · 110 citations

Automated Insect Identification Through Concatenated Histograms Of Local Appearance Features: Feature Vector Generation And Region Detection For Deformable Objects

2007 · 100 citations

A Straight Line Detection Using Principal Component Analysis

2006 · 69 citations

Generalized Histogram Intersection Kernel For Image Recognition

2005 · 60 citations

Probabilistic Recognition Of Activity Using Local Appearance

0 · 58 citations

Invariant Recognition Of Feature Combinations In The Visual System

2002 · 55 citations

Joint Manifold Distance: A New Approach To Appearance Based Clustering

0 · 54 citations

Object Detection By Global Contour Shape

2008 · 48 citations

Object Recognition In High Clutter Images Using Line Features

2005 · 44 citations

Two Hierarchical Linear Feature Representations: Edge Pyramids And Edge Quadtrees

1981 · 37 citations

A Biologically Inspired Scale-Space For Illumination Invariant Feature Detection

2013 · 36 citations

Image Feature Localization By Multiple Hypothesis Testing Of Gabor Features

2008 · 36 citations

Neural Networks For The Optical Recognition Of Defects In Cloth

1996 · 35 citations