Keyword

SIFT

Description: A feature-detection and description algorithm used in computer vision, though the acronym can also refer to a protein-variant prediction method.

Primary topic: Advanced Image and Video Retrieval Techniques (40%)

Wikidata ID: wiki/Q767770

OpenAlex ID: keywords/sift

A performance evaluation of local descriptors

2005 · K. Mikolajczyk, C. Schmid · IEEE Transactions on Pattern Analysis and Machine Intelligence · 6,729

SIFT: predicting amino acid changes that affect protein function

2003 · P. C. Ng · Nucleic Acids Research · 6,588

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Machine Learning for High-Speed Corner Detection

2006 · Edward Rosten, Tom Drummond · Lecture notes in computer science · 4,550

BRISK: Binary Robust invariant scalable keypoints

2011 · Stefan Leutenegger, Margarita Chli, et al. · International Conference on Computer Vision · 3,547

PCA-SIFT: a more distinctive representation for local image descriptors

2004 · Yan Ke, R. Sukthankar · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,239

Predicting Deleterious Amino Acid Substitutions

2001 · Pauline C. Ng, Steven Henikoff · Genome Research · 2,693

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SIFT web server: predicting effects of amino acid substitutions on proteins

2012 · Ngak-Leng Sim, Prateek Kumar, et al. · Nucleic Acids Research · 2,415

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Evaluating Color Descriptors for Object and Scene Recognition

2009 · Koen E A van de Sande, T Gevers, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1,783

Transforming Auto-Encoders

2011 · Geoffrey E. Hinton, Alex Krizhevsky, et al. · Lecture notes in computer science · 1,359

Identification of deleterious mutations within three human genomes

2009 · Sung Chun, Justin C. Fay · Genome Research · 1,097

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A SIFT-Based Forensic Method for Copy–Move Attack Detection and Transformation Recovery

2011 · I. Amerini, L. Ballan, et al. · IEEE Transactions on Information Forensics and Security · 1,045

A performance evaluation of local descriptors

2003 · K. Mikolajczyk, C. Schmid · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 950

Feature Extraction and Image Processing

2002 · Nixon, Mark S., Aguado, Alberto S., et al. · Elsevier eBooks · 875

BRIEF: Computing a Local Binary Descriptor Very Fast

2011 · Michael Calonder, Vincent Lepetit, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 866

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PredictSNP: Robust and Accurate Consensus Classifier for Prediction of Disease-Related Mutations

2014 · Jaroslav Bendl, Jan Stourac, et al. · PLoS Computational Biology · 858

M-CAP eliminates a majority of variants of uncertain significance in clinical exomes at high sensitivity

2016 · Karthik A Jagadeesh, Aaron M Wenger, et al. · Nature Genetics · 847

Automated inference of molecular mechanisms of disease from amino acid substitutions

2009 · Biao Li, Vidhya G. Krishnan, et al. · Bioinformatics · 828

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dbNSFP: A lightweight database of human nonsynonymous SNPs and their functional predictions

2011 · Xiaoming Liu, Xueqiu Jian, et al. · Human Mutation · 825

An Evaluation of Popular Copy-Move Forgery Detection Approaches

2012 · Vincent Christlein, Christian Riess, et al. · IEEE Transactions on Information Forensics and Security · 802

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SIFT Meets CNN: A Decade Survey of Instance Retrieval

2017 · Liang Zheng, Yi Yang, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 753

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An evaluation of the RGB-D SLAM system

2012 · Felix Endres, Jurgen Hess, et al. · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · 743

Accounting for Human Polymorphisms Predicted to Affect Protein Function

2002 · Pauline C. Ng, Steven Henikoff · Genome Research · 699

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Scale Invariant Feature Transform

2012 · Tony Lindeberg · Scholarpedia · 630

CenSurE: Center Surround Extremas for Realtime Feature Detection and Matching

2008 · Motilal Agrawal, Kurt Konolige, et al. · Lecture notes in computer science · 623

Inverting Visual Representations with Convolutional Networks

2016 · Alexey Dosovitskiy, Thomas Brox · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 614

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Works count: 6,996

Citation count: 114,800