Matches in SemOpenAlex for { <https://semopenalex.org/work/W3206526057> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W3206526057 endingPage "317" @default.
- W3206526057 startingPage "302" @default.
- W3206526057 abstract "Purpose One of the challenging issues in computer vision and pattern recognition is face image recognition. Several studies based on face recognition were introduced in the past decades, but it has few classification issues in terms of poor performances. Hence, the authors proposed a novel model for face recognition. Design/methodology/approach The proposed method consists of four major sections such as data acquisition, segmentation, feature extraction and recognition. Initially, the images are transferred into grayscale images, and they pose issues that are eliminated by resizing the input images. The contrast limited adaptive histogram equalization (CLAHE) utilizes the image preprocessing step, thereby eliminating unwanted noise and improving the image contrast level. Second, the active contour and level set-based segmentation (ALS) with neural network (NN) or ALS with NN algorithm is used for facial image segmentation. Next, the four major kinds of feature descriptors are dominant color structure descriptors, scale-invariant feature transform descriptors, improved center-symmetric local binary patterns (ICSLBP) and histograms of gradients (HOG) are based on clour and texture features. Finally, the support vector machine (SVM) with modified random forest (MRF) model for facial image recognition. Findings Experimentally, the proposed method performance is evaluated using different kinds of evaluation criterions such as accuracy, similarity index, dice similarity coefficient, precision, recall and F-score results. However, the proposed method offers superior recognition performances than other state-of-art methods. Further face recognition was analyzed with the metrics such as accuracy, precision, recall and F-score and attained 99.2, 96, 98 and 96%, respectively. Originality/value The good facial recognition method is proposed in this research work to overcome threat to privacy, violation of rights and provide better security of data." @default.
- W3206526057 created "2021-10-25" @default.
- W3206526057 creator A5026592509 @default.
- W3206526057 creator A5043223020 @default.
- W3206526057 creator A5091043619 @default.
- W3206526057 date "2021-10-15" @default.
- W3206526057 modified "2023-09-30" @default.
- W3206526057 title "An enhanced segmentation technique and improved support vector machine classifier for facial image recognition" @default.
- W3206526057 cites W190016885 @default.
- W3206526057 cites W2008778532 @default.
- W3206526057 cites W2014322185 @default.
- W3206526057 cites W2019111214 @default.
- W3206526057 cites W2070771575 @default.
- W3206526057 cites W2109506130 @default.
- W3206526057 cites W2150734399 @default.
- W3206526057 cites W2725010525 @default.
- W3206526057 cites W2770267376 @default.
- W3206526057 cites W2796376505 @default.
- W3206526057 cites W2897090465 @default.
- W3206526057 cites W2909658514 @default.
- W3206526057 cites W2910360307 @default.
- W3206526057 cites W2924472099 @default.
- W3206526057 cites W2989739113 @default.
- W3206526057 cites W3025554231 @default.
- W3206526057 cites W3043188691 @default.
- W3206526057 cites W3044807520 @default.
- W3206526057 cites W3046068674 @default.
- W3206526057 cites W3091259890 @default.
- W3206526057 cites W3154530859 @default.
- W3206526057 cites W4239720025 @default.
- W3206526057 cites W9976222 @default.
- W3206526057 doi "https://doi.org/10.1108/ijicc-08-2021-0172" @default.
- W3206526057 hasPublicationYear "2021" @default.
- W3206526057 type Work @default.
- W3206526057 sameAs 3206526057 @default.
- W3206526057 citedByCount "8" @default.
- W3206526057 countsByYear W32065260572021 @default.
- W3206526057 countsByYear W32065260572022 @default.
- W3206526057 countsByYear W32065260572023 @default.
- W3206526057 crossrefType "journal-article" @default.
- W3206526057 hasAuthorship W3206526057A5026592509 @default.
- W3206526057 hasAuthorship W3206526057A5043223020 @default.
- W3206526057 hasAuthorship W3206526057A5091043619 @default.
- W3206526057 hasConcept C115961682 @default.
- W3206526057 hasConcept C12267149 @default.
- W3206526057 hasConcept C136943445 @default.
- W3206526057 hasConcept C153180895 @default.
- W3206526057 hasConcept C154945302 @default.
- W3206526057 hasConcept C30387639 @default.
- W3206526057 hasConcept C31510193 @default.
- W3206526057 hasConcept C31972630 @default.
- W3206526057 hasConcept C34736171 @default.
- W3206526057 hasConcept C41008148 @default.
- W3206526057 hasConcept C52622490 @default.
- W3206526057 hasConcept C53533937 @default.
- W3206526057 hasConcept C89600930 @default.
- W3206526057 hasConceptScore W3206526057C115961682 @default.
- W3206526057 hasConceptScore W3206526057C12267149 @default.
- W3206526057 hasConceptScore W3206526057C136943445 @default.
- W3206526057 hasConceptScore W3206526057C153180895 @default.
- W3206526057 hasConceptScore W3206526057C154945302 @default.
- W3206526057 hasConceptScore W3206526057C30387639 @default.
- W3206526057 hasConceptScore W3206526057C31510193 @default.
- W3206526057 hasConceptScore W3206526057C31972630 @default.
- W3206526057 hasConceptScore W3206526057C34736171 @default.
- W3206526057 hasConceptScore W3206526057C41008148 @default.
- W3206526057 hasConceptScore W3206526057C52622490 @default.
- W3206526057 hasConceptScore W3206526057C53533937 @default.
- W3206526057 hasConceptScore W3206526057C89600930 @default.
- W3206526057 hasIssue "2" @default.
- W3206526057 hasLocation W32065260571 @default.
- W3206526057 hasOpenAccess W3206526057 @default.
- W3206526057 hasPrimaryLocation W32065260571 @default.
- W3206526057 hasRelatedWork W1983610137 @default.
- W3206526057 hasRelatedWork W2040719874 @default.
- W3206526057 hasRelatedWork W2066259560 @default.
- W3206526057 hasRelatedWork W2126100045 @default.
- W3206526057 hasRelatedWork W2134472250 @default.
- W3206526057 hasRelatedWork W2144059113 @default.
- W3206526057 hasRelatedWork W2336974148 @default.
- W3206526057 hasRelatedWork W2391959412 @default.
- W3206526057 hasRelatedWork W2486556835 @default.
- W3206526057 hasRelatedWork W2345184372 @default.
- W3206526057 hasVolume "15" @default.
- W3206526057 isParatext "false" @default.
- W3206526057 isRetracted "false" @default.
- W3206526057 magId "3206526057" @default.
- W3206526057 workType "article" @default.