Matches in SemOpenAlex for { <https://semopenalex.org/work/W2766865527> ?p ?o ?g. }
- W2766865527 abstract "Breast cancer is the leading cancer that affects women in the world. Early diagnosis of cancer prevents morbidity and mortality rate. Thermography is an additional tool for early diagnosis of breast cancer. Low contrast, poor Signal to Noise Ratio (SNR) and complex breast boundaries are the inherent limitation of breast thermal images which makes segmentation a challenging task. In this work, an attempt is made to extract edge map from Type-I and Type-II breast images using Geometric Non linear Diffussion Filter (GNLDF) method to aid accurate segmentation. GNLDF is an iterative nonlinear filter which reduces the noise and preserves the edges based on the local image topology. The extracted edge maps are validated against the input images using betametric and Gradient Magnitude Similarity Deviation (GMSD). Result showed that edge map extracted using GNLDF method is distinct for both types of images. The beta metric and GMSD values are found to be 0.29 and 0.004 indicating high resemblance of filtered image edges with the input images. GNLDF method has improved the SNR of Type-I and Type-II images by 35dB compared to Perona Malik method. Hence, the edge map extracted using GNLD filter shall aid accurate segmentation of breast tissue to identify pathology for clinical interpretation and diagnosis." @default.
- W2766865527 created "2017-11-10" @default.
- W2766865527 creator A5014039017 @default.
- W2766865527 creator A5029673673 @default.
- W2766865527 creator A5037506317 @default.
- W2766865527 date "2017-03-01" @default.
- W2766865527 modified "2023-09-23" @default.
- W2766865527 title "Geometric nonlinear diffussion filter based edgemap extraction and its validation of infrared breast images" @default.
- W2766865527 cites W1480546554 @default.
- W2766865527 cites W1523035022 @default.
- W2766865527 cites W1536200267 @default.
- W2766865527 cites W1964859077 @default.
- W2766865527 cites W1985122306 @default.
- W2766865527 cites W2032751303 @default.
- W2766865527 cites W2044527533 @default.
- W2766865527 cites W2065640043 @default.
- W2766865527 cites W2071165097 @default.
- W2766865527 cites W2078678104 @default.
- W2766865527 cites W2130094715 @default.
- W2766865527 cites W2137676365 @default.
- W2766865527 cites W2137969878 @default.
- W2766865527 cites W2146052399 @default.
- W2766865527 cites W2150134853 @default.
- W2766865527 cites W2160162968 @default.
- W2766865527 cites W2325634577 @default.
- W2766865527 cites W2543427932 @default.
- W2766865527 cites W3011612142 @default.
- W2766865527 doi "https://doi.org/10.1109/icbsii.2017.8082281" @default.
- W2766865527 hasPublicationYear "2017" @default.
- W2766865527 type Work @default.
- W2766865527 sameAs 2766865527 @default.
- W2766865527 citedByCount "0" @default.
- W2766865527 crossrefType "proceedings-article" @default.
- W2766865527 hasAuthorship W2766865527A5014039017 @default.
- W2766865527 hasAuthorship W2766865527A5029673673 @default.
- W2766865527 hasAuthorship W2766865527A5037506317 @default.
- W2766865527 hasConcept C106131492 @default.
- W2766865527 hasConcept C115961682 @default.
- W2766865527 hasConcept C121608353 @default.
- W2766865527 hasConcept C124504099 @default.
- W2766865527 hasConcept C126322002 @default.
- W2766865527 hasConcept C153180895 @default.
- W2766865527 hasConcept C154945302 @default.
- W2766865527 hasConcept C162324750 @default.
- W2766865527 hasConcept C176217482 @default.
- W2766865527 hasConcept C193536780 @default.
- W2766865527 hasConcept C21547014 @default.
- W2766865527 hasConcept C31972630 @default.
- W2766865527 hasConcept C33923547 @default.
- W2766865527 hasConcept C41008148 @default.
- W2766865527 hasConcept C530470458 @default.
- W2766865527 hasConcept C71924100 @default.
- W2766865527 hasConcept C89600930 @default.
- W2766865527 hasConcept C9417928 @default.
- W2766865527 hasConcept C99498987 @default.
- W2766865527 hasConceptScore W2766865527C106131492 @default.
- W2766865527 hasConceptScore W2766865527C115961682 @default.
- W2766865527 hasConceptScore W2766865527C121608353 @default.
- W2766865527 hasConceptScore W2766865527C124504099 @default.
- W2766865527 hasConceptScore W2766865527C126322002 @default.
- W2766865527 hasConceptScore W2766865527C153180895 @default.
- W2766865527 hasConceptScore W2766865527C154945302 @default.
- W2766865527 hasConceptScore W2766865527C162324750 @default.
- W2766865527 hasConceptScore W2766865527C176217482 @default.
- W2766865527 hasConceptScore W2766865527C193536780 @default.
- W2766865527 hasConceptScore W2766865527C21547014 @default.
- W2766865527 hasConceptScore W2766865527C31972630 @default.
- W2766865527 hasConceptScore W2766865527C33923547 @default.
- W2766865527 hasConceptScore W2766865527C41008148 @default.
- W2766865527 hasConceptScore W2766865527C530470458 @default.
- W2766865527 hasConceptScore W2766865527C71924100 @default.
- W2766865527 hasConceptScore W2766865527C89600930 @default.
- W2766865527 hasConceptScore W2766865527C9417928 @default.
- W2766865527 hasConceptScore W2766865527C99498987 @default.
- W2766865527 hasLocation W27668655271 @default.
- W2766865527 hasOpenAccess W2766865527 @default.
- W2766865527 hasPrimaryLocation W27668655271 @default.
- W2766865527 hasRelatedWork W11499724 @default.
- W2766865527 hasRelatedWork W1498166635 @default.
- W2766865527 hasRelatedWork W1597221361 @default.
- W2766865527 hasRelatedWork W179169280 @default.
- W2766865527 hasRelatedWork W1968978651 @default.
- W2766865527 hasRelatedWork W1976540803 @default.
- W2766865527 hasRelatedWork W2108506383 @default.
- W2766865527 hasRelatedWork W2208095672 @default.
- W2766865527 hasRelatedWork W2268839818 @default.
- W2766865527 hasRelatedWork W2519145181 @default.
- W2766865527 hasRelatedWork W2582469721 @default.
- W2766865527 hasRelatedWork W2727188883 @default.
- W2766865527 hasRelatedWork W2730479676 @default.
- W2766865527 hasRelatedWork W2759542444 @default.
- W2766865527 hasRelatedWork W3119996362 @default.
- W2766865527 hasRelatedWork W3134866500 @default.
- W2766865527 hasRelatedWork W3142049735 @default.
- W2766865527 hasRelatedWork W3185341942 @default.
- W2766865527 hasRelatedWork W3199228666 @default.
- W2766865527 hasRelatedWork W90416070 @default.
- W2766865527 isParatext "false" @default.
- W2766865527 isRetracted "false" @default.
- W2766865527 magId "2766865527" @default.