Independent Component Analysis of Edge Information for Face Recognition:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
2014
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| Series: | SpringerBriefs in Applied Sciences and Technology
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| Subjects: | |
| Online Access: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Item Description: | The book presents research work on face recognition using edge information as features for face recognition with ICA algorithms. The independent components are extracted from edge information. These independent components are used with classifiers to match the facial images for recognition purpose. In their study, authors have explored Canny and LOG edge detectors as standard edge detection methods. Oriented Laplacian of Gaussian (OLOG) method is explored to extract the edge information with different orientations of Laplacian pyramid. Multiscale wavelet model for edge detection is also proposed to extract edge information. The book provides insights for advance research work in the area of image processing and biometrics |
| Physical Description: | 1 Online-Ressource (XIII, 81 p.) 47 illus |
| ISBN: | 9788132215127 |
| DOI: | 10.1007/978-81-322-1512-7 |
Staff View
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Record in the Search Index
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| adam_text | INDEPENDENT COMPONENT ANALYSIS OF EDGE INFORMATION FOR FACE RECOGNITION
/ KARANDE, KAILASH JAGANNATH
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
CANNY EDGE DETECTION FOR FACE RECOGNITION USING ICA
LAPLACIAN OF GAUSSIAN (LOG) EDGE DETECTION FOR FACE RECOGNITION USING
ICA
ORIENTED LAPLACIAN OF GAUSSIAN (OLOG) EDGE DETECTION FOR FACE
RECOGNITION USING ICA
MULTISCALE WAVELET BASED EDGE DETECTION FOR FACE RECOGNITION USING ICA.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INDEPENDENT COMPONENT ANALYSIS OF EDGE INFORMATION FOR FACE RECOGNITION
/ KARANDE, KAILASH JAGANNATH
: 2014
ABSTRACT / INHALTSTEXT
THE BOOK PRESENTS RESEARCH WORK ON FACE RECOGNITION USING EDGE
INFORMATION AS FEATURES FOR FACE RECOGNITION WITH ICA ALGORITHMS.THE
INDEPENDENT COMPONENTS ARE EXTRACTED FROM EDGE INFORMATION. THESE
INDEPENDENT COMPONENTS ARE USED WITH CLASSIFIERS TO MATCH THE FACIAL
IMAGES FOR RECOGNITION PURPOSE. IN THEIR STUDY, AUTHORS HAVE EXPLORED
CANNY AND LOG EDGE DETECTORS AS STANDARD EDGE DETECTION METHODS.
ORIENTED LAPLACIAN OF GAUSSIAN (OLOG) METHOD IS EXPLORED TO EXTRACT THE
EDGE INFORMATION WITH DIFFERENT ORIENTATIONS OF LAPLACIAN PYRAMID.
MULTISCALE WAVELET MODEL FOR EDGE DETECTION IS ALSO PROPOSED TO EXTRACT
EDGE INFORMATION. THE BOOK PROVIDES INSIGHTS FOR ADVANCE RESEARCH WORK
IN THE AREA OF IMAGE PROCESSING AND BIOMETRICS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Karande, Kailash Jagannath |
| author_facet | Karande, Kailash Jagannath |
| author_role | aut |
| author_sort | Karande, Kailash Jagannath |
| author_variant | k j k kj kjk |
| building | Verbundindex |
| bvnumber | BV041471086 |
| collection | ZDB-2-ENG |
| contents | Canny Edge Detection for Face Recognition using ICA -- Laplacian of Gaussian (LOG) Edge Detection for Face Recognition using ICA -- Oriented Laplacian of Gaussian (OLOG) Edge Detection for Face Recognition using ICA -- Multiscale Wavelet based Edge Detection for Face Recognition using ICA. |
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| discipline | Elektrotechnik / Elektronik / Nachrichtentechnik |
| doi_str_mv | 10.1007/978-81-322-1512-7 |
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| illustrated | Not Illustrated |
| indexdate | 2025-02-20T06:39:01Z |
| institution | BVB |
| isbn | 9788132215127 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-026917228 |
| oclc_num | 869827619 |
| open_access_boolean | |
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| owner_facet | DE-Aug4 DE-92 DE-634 DE-859 DE-898 DE-BY-UBR DE-573 DE-861 DE-706 DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
| physical | 1 Online-Ressource (XIII, 81 p.) 47 illus |
| psigel | ZDB-2-ENG |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| record_format | marc |
| series2 | SpringerBriefs in Applied Sciences and Technology |
| spellingShingle | Karande, Kailash Jagannath Independent Component Analysis of Edge Information for Face Recognition Canny Edge Detection for Face Recognition using ICA -- Laplacian of Gaussian (LOG) Edge Detection for Face Recognition using ICA -- Oriented Laplacian of Gaussian (OLOG) Edge Detection for Face Recognition using ICA -- Multiscale Wavelet based Edge Detection for Face Recognition using ICA. Engineering Biometrics Signal, Image and Speech Processing Computational Intelligence Ingenieurwissenschaften |
| title | Independent Component Analysis of Edge Information for Face Recognition |
| title_auth | Independent Component Analysis of Edge Information for Face Recognition |
| title_exact_search | Independent Component Analysis of Edge Information for Face Recognition |
| title_full | Independent Component Analysis of Edge Information for Face Recognition by Kailash Jagannath Karande, Sanjay Talbar |
| title_fullStr | Independent Component Analysis of Edge Information for Face Recognition by Kailash Jagannath Karande, Sanjay Talbar |
| title_full_unstemmed | Independent Component Analysis of Edge Information for Face Recognition by Kailash Jagannath Karande, Sanjay Talbar |
| title_short | Independent Component Analysis of Edge Information for Face Recognition |
| title_sort | independent component analysis of edge information for face recognition |
| topic | Engineering Biometrics Signal, Image and Speech Processing Computational Intelligence Ingenieurwissenschaften |
| topic_facet | Engineering Biometrics Signal, Image and Speech Processing Computational Intelligence Ingenieurwissenschaften |
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