Matches in SemOpenAlex for { <https://semopenalex.org/work/W4236491760> ?p ?o ?g. }
Showing items 1 to 49 of
49
with 100 items per page.
- W4236491760 endingPage "194" @default.
- W4236491760 startingPage "189" @default.
- W4236491760 abstract "This study demonstrates the application of CIELAB, Color intensity, and One Dimensional Scalar Constancy as features for image recognition and classifying benthic habitats in an image with the coastal areas of Hinatuan, Surigao Del Sur, Philippines as the study area. The study area is composed of four datasets, namely: (a) Blk66L005, (b) Blk66L021, (c) Blk66L024, and (d) Blk66L0114. SVM optimization was performed in Matlab<sup>®</sup> software with the help of Parallel Computing Toolbox to hasten the SVM computing speed. The image used for collecting samples for SVM procedure was Blk66L0114 in which a total of 134,516 sample objects of mangrove, possible coral existence with rocks, sand, sea, fish pens and sea grasses were collected and processed. The collected samples were then used as training sets for the supervised learning algorithm and for the creation of class definitions. The learned hyper-planes separating one class from another in the multi-dimensional feature space can be thought of as a super feature which will then be used in developing the C (classifier) rule set in eCognition<sup>®</sup> software. The classification results of the sampling site yielded an accuracy of 98.85% which confirms the reliability of remote sensing techniques and analysis employed to orthophotos like the CIELAB, Color Intensity and One dimensional scalar constancy and the use of SVM classification algorithm in classifying benthic habitats." @default.
- W4236491760 created "2022-05-12" @default.
- W4236491760 creator A5016996352 @default.
- W4236491760 creator A5024184543 @default.
- W4236491760 date "2016-06-21" @default.
- W4236491760 modified "2023-10-18" @default.
- W4236491760 title "THE APPLICATION OF SUPPORT VECTOR MACHINE (SVM) USING CIELAB COLOR MODEL, COLOR INTENSITY AND COLOR CONSTANCY AS FEATURES FOR ORTHO IMAGE CLASSIFICATION OF BENTHIC HABITATS IN HINATUAN, SURIGAO DEL SUR, PHILIPPINES" @default.
- W4236491760 doi "https://doi.org/10.5194/isprsarchives-xli-b7-189-2016" @default.
- W4236491760 hasPublicationYear "2016" @default.
- W4236491760 type Work @default.
- W4236491760 citedByCount "1" @default.
- W4236491760 countsByYear W42364917602023 @default.
- W4236491760 crossrefType "journal-article" @default.
- W4236491760 hasAuthorship W4236491760A5016996352 @default.
- W4236491760 hasAuthorship W4236491760A5024184543 @default.
- W4236491760 hasBestOaLocation W42364917601 @default.
- W4236491760 hasConcept C12267149 @default.
- W4236491760 hasConcept C153180895 @default.
- W4236491760 hasConcept C154945302 @default.
- W4236491760 hasConcept C33923547 @default.
- W4236491760 hasConcept C41008148 @default.
- W4236491760 hasConcept C82789328 @default.
- W4236491760 hasConcept C83665646 @default.
- W4236491760 hasConceptScore W4236491760C12267149 @default.
- W4236491760 hasConceptScore W4236491760C153180895 @default.
- W4236491760 hasConceptScore W4236491760C154945302 @default.
- W4236491760 hasConceptScore W4236491760C33923547 @default.
- W4236491760 hasConceptScore W4236491760C41008148 @default.
- W4236491760 hasConceptScore W4236491760C82789328 @default.
- W4236491760 hasConceptScore W4236491760C83665646 @default.
- W4236491760 hasLocation W42364917601 @default.
- W4236491760 hasOpenAccess W4236491760 @default.
- W4236491760 hasPrimaryLocation W42364917601 @default.
- W4236491760 hasRelatedWork W2055221611 @default.
- W4236491760 hasRelatedWork W2087874231 @default.
- W4236491760 hasRelatedWork W2153189372 @default.
- W4236491760 hasRelatedWork W2160451891 @default.
- W4236491760 hasRelatedWork W2348964713 @default.
- W4236491760 hasRelatedWork W2384093694 @default.
- W4236491760 hasRelatedWork W2734744645 @default.
- W4236491760 hasRelatedWork W4285281467 @default.
- W4236491760 hasRelatedWork W2104085433 @default.
- W4236491760 hasRelatedWork W2187500075 @default.
- W4236491760 hasVolume "XLI-B7" @default.
- W4236491760 isParatext "false" @default.
- W4236491760 isRetracted "false" @default.
- W4236491760 workType "article" @default.