Rapid Online Analysis of Local Feature Detectors and Their Complementarity

Rapid Online Analysis of Local Feature Detectors and Their Complementarity

A vision system that can assess its own performance and take appropriate actions online to maximize its effectiveness would be a step towards achieving the long-cherished goal of imitating humans. This paper proposes a method for performing an online performance analysis of local feature detectors,...

Full description

Bibliographic Details
Main Authors:	Shoaib Ehsan, Adrian F. Clark, Klaus D. McDonald-Maier
Format:	Article
Language:	English
Published:	MDPI AG 2013-08-01
Series:	Sensors
Subjects:	local feature detection coverage complementarity combining feature detectors prediction-based framework
Online Access:	http://www.mdpi.com/1424-8220/13/8/10876

Similar Items

Performance Characterization of Image Feature Detectors in Relation to the Scene Content Utilizing a Large Image Database
by: Bruno Ferrarini, et al.
Published: (2018-01-01)

A Generic Framework for Assessing the Performance Bounds of Image Feature Detectors
by: Shoaib Ehsan, et al.
Published: (2016-11-01)

Comparative Analysis of Detectors and Feature Descriptors for Multispectral Image Matching in Rice Crops
by: Manuel G. Forero, et al.
Published: (2021-08-01)

Multi-Feature Fusion and Enhancement Single Shot Detector for Traffic Sign Recognition
by: Yanmei Jin, et al.
Published: (2020-01-01)

Comparing Effectiveness of Feature Detectors in Obstacles Detection from a Video
by: Shaohua Qian, et al.
Published: (2014-12-01)

A Hybrid Feature Extractor using Fast Hessian Detector and SIFT
by: Mehmet Serdar Güzel
Published: (2015-05-01)

A Descriptor-Based Advanced Feature Detector for Improved Visual Tracking
by: Kai Yit Kok, et al.
Published: (2021-07-01)

On the Benefits of Color Information for Feature Matching in Outdoor Environments
by: Annika Hoffmann
Published: (2020-10-01)

Random Collective Representation-Based Detector with Multiple Features for Hyperspectral Images
by: Zhongheng Li, et al.
Published: (2021-02-01)

Foreground Feature Attention Module Based on Unsupervised Saliency Detector for Few-Shot Learning
by: Zhengmin Kong, et al.
Published: (2021-01-01)

Constructing Reliable Skin Detector Based on Combining Texture and Color Features
by: Alaa Yaseen Taqa, et al.
Published: (2012-09-01)

Pedestrian Detection Using Integrated Aggregate Channel Features and Multitask Cascaded Convolutional Neural-Network-Based Face Detectors
by: Barmpoutis, P., et al.
Published: (2022)

A Multipath Fusion Strategy Based Single Shot Detector
by: Shuyi Qu, et al.
Published: (2021-02-01)

Complementarity Roses Evaluating Spatial Complementarity in Time between Energy Resources
by: Alfonso Risso, et al.
Published: (2018-07-01)

Correlation feature-based detector for range distributed target in sea clutter
by: Ye Yuan, et al.
Published: (2018-04-01)

Efficient Generation and Selection of Combined Features for Improved Classification
by: Shono, Ahmad N.
Published: (2014)

A note on complementarity problem
by: Antonio Carbone
Published: (1998-01-01)

Assessing the joint adoption and complementarity between in-field conservation practices of Kansas farmers
by: Bergtold, J.S, et al.
Published: (2021)

Phytotoponyms, Geographical Features and Vegetation Coverage in Western Hubei, China
by: Guanghui Shi, et al.
Published: (2015-03-01)

Risk Factor Detection and Landslide Susceptibility Mapping Using Geo-Detector and Random Forest Models: The 2018 Hokkaido Eastern Iburi Earthquake
by: Yimo Liu, et al.
Published: (2021-03-01)

MACRO- AND MICROSCOPIC FEATURES DETERMINATION OF THE COMBINATION PLANT MEDICINAL PRODUCT «LORPOLIPHYT» POWDER
by: U. N. Bukhanova, et al.
Published: (2019-01-01)

Innovative Development in the Context of Complementarity
by: Rybak Hanna I.
Published: (2021-06-01)

Visual Localization across Seasons Using Sequence Matching Based on Multi-Feature Combination
by: Yongliang Qiao, et al.
Published: (2017-10-01)

Fusion of Feature Selection Methods and Regression Algorithms for Predicting the Canopy Water Content of Rice Based on Hyperspectral Data
by: Osama Elsherbiny, et al.
Published: (2021-01-01)

A proposal concerning the application of the principle of complementarity in philosophy
by: Copeland, Brian Dwight
Published: (2010)

A Refined Single-Stage Detector With Feature Enhancement and Alignment for Oriented Objects
by: Si-Bao Chen, et al.
Published: (2021-01-01)

PUGTIFs: Passively User-Generated Thermal Invariant Features
by: Edward Jackson, et al.
Published: (2019-01-01)

de Sitter Complementarity, TCC, and the Swampland
by: Alek Bedroya
Published: (2021-03-01)

End-to-End Noisy Speech Recognition Using Fourier and Hilbert Spectrum Features
by: Daria Vazhenina, et al.
Published: (2020-07-01)

Face Recognition Using Local and Global Features
by: Lai JH, et al.
Published: (2004-01-01)

Feature Location using Unit Test Coverage in an Agile Development Environment
by: DeLozier, Gregory Steven
Published: (2014)

Online Streaming Feature Selection via Conditional Independence
by: Dianlong You, et al.
Published: (2018-12-01)

Robust Visual Tracking Based on Adaptive Multi-Feature Fusion Using the Tracking Reliability Criterion
by: Lin Zhou, et al.
Published: (2020-12-01)

On the nonlinear implicit complementarity problem
by: A. H. Siddiqi, et al.
Published: (1993-01-01)

Blur-Countering Keypoint Detection via Eigenvalue Asymmetry
by: Chao Zhang, et al.
Published: (2020-01-01)

Improving the Performance of VGG Through Different Granularity Feature Combinations
by: Yuepeng Zhou, et al.
Published: (2021-01-01)

Pedestrian tracking using probability fields and a movement feature space
by: Pablo Negri, et al.
Published: (2017-01-01)

An Integrated Framework With Feature Selection for Dropout Prediction in Massive Open Online Courses
by: Lin Qiu, et al.
Published: (2018-01-01)

Existence theorems for the implicit complementarity problem
by: G. Isac, et al.
Published: (1993-01-01)

A Lane Detection Method Based on a Ridge Detector and Regional G-RANSAC
by: Zefeng Lu, et al.
Published: (2019-09-01)