• SIFT

  • Referenced in 592 articles [sw16554]
  • paper presents a method for extracting distinctive invariant features from images that can be used...
  • SIMPLIcity

  • Referenced in 85 articles [sw14893]
  • methods, a wavelet-based approach for feature extraction, and integrated region matching based upon image...
  • KPCA plus LDA

  • Referenced in 69 articles [sw08766]
  • complete kernel Fisher discriminant framework for feature extraction and recognition. This paper examines the theory...
  • Camera Calibration

  • Referenced in 51 articles [sw13537]
  • video processing systems. You can perform feature detection, extraction, and matching; object detection and tracking...
  • SLEX

  • Referenced in 17 articles [sw08605]
  • develop a discriminant scheme that can extract local features of the time series, is consistent ... library has the ability to extract local spectral features of the time series. The first ... procedure, which is the feature extraction step based on work by Saito, is to find ... SLEX basis selected in the feature extraction step. We show that the discrimination method...
  • NUS-WIDE

  • Referenced in 19 articles [sw23017]
  • types of low-level features extracted from these images, including 64-D color histogram...
  • DeCAF

  • Referenced in 15 articles [sw17856]
  • Generic Visual Recognition. We evaluate whether features extracted from the activation of a deep convolutional ... visualize the semantic clustering of deep convolutional features with respect to a variety of such...
  • PREvaIL

  • Referenced in 10 articles [sw25073]
  • leveraging a comprehensive set of informative features extracted from multiple levels, including sequence, structure ... leveraging such differential but useful types of features and allowing us to significantly improve...
  • MIRtoolbox

  • Referenced in 5 articles [sw07369]
  • matlab toolbox for musical feature extraction from audio MIRtoolbox offers an integrated set of functions ... Matlab, dedicated to the extraction from audio files of musical features such as tonality, rhythm ... parametrize. This synthetic digest of feature extraction tools enables a capitalization of the originality offered ... toolbox also includes higher-level musical feature extraction tools, whose alternative strategies, and their multiple...
  • POSSUM

  • Referenced in 8 articles [sw24532]
  • powerful tool to facilitate feature extraction, selection, and benchmarking of machine learning-based models, thereby...
  • Why3

  • Referenced in 126 articles [sw04438]
  • construction OCaml programs through an automated extraction mechanism. WhyML is also used as an intermediate ... former Why platform. Among the new features are: numerous extensions to the input language...
  • DPP-PseAAC

  • Referenced in 5 articles [sw24764]
  • efficient and accurate way. Our model extracts meaningful information directly from the protein sequences, without ... functional domain or structural information. After feature extraction, we have employed Random Forest (RF) model ... have used Recursive Feature Elimination (RFE) method to extract an optimal set of features...
  • TFSAP

  • Referenced in 10 articles [sw29902]
  • Time-Scale distributions (TSDs), (2) extract efficient features for change detection and (3) select...
  • Pse-analysis

  • Referenced in 6 articles [sw23361]
  • following five procedures: (1) sample feature extraction, (2) optimal parameter selection, (3) model training...
  • iFeature

  • Referenced in 5 articles [sw27776]
  • python package and web server for features extraction and selection from protein and peptide sequences ... feature representation schemes from protein or peptide sequences. iFeature is capable of calculating and extracting ... schemes that encompass 53 different types of feature descriptors. Furthermore, iFeature also integrates five kinds...
  • FuRIA

  • Referenced in 3 articles [sw25134]
  • FuRIA: an inverse solution based feature extraction algorithm using fuzzy set theory for brain-computer ... This paper presents FuRIA, a trainable feature extraction algorithm for noninvasive brain-computer interfaces ... frequency bands can be used as features for any classifier ... evaluations of FuRIA showed that the extracted features were interpretable and can lead to high...
  • tsfresh

  • Referenced in 3 articles [sw28448]
  • Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh – A Python package). Time ... series feature engineering is a time-consuming process because scientists and engineers have to consider ... time series analysis for identifying and extracting meaningful features from time series ... Python package tsfresh (Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests) accelerates this...
  • DTAM

  • Referenced in 5 articles [sw18889]
  • reconstruction which relies not on feature extraction but dense, every pixel methods. As a single ... state of the art method using features; and also show the additional usefulness...
  • openSMILE

  • Referenced in 3 articles [sw21623]
  • present recent developments in the openSMILE feature extraction toolkit. Version 2.0 now unites feature extraction ... general sound events with basic video features for multi-modal processing. Descriptors from audio ... batch processing, and the extraction of statistical functionals (feature summaries), such as moments, peaks, regression...