Study of normal ocular thermogram using textural parameters
Ocular surface temperature (OST) has been studied with numerous approach and Infrared (IR) thermography has proved to be the best way to capture temperature distribution over some surfaces. It is applied to a number of biomedical applications including studies in the field of ophthalmology. However,...
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| Published in | Infrared physics & technology Vol. 53; no. 2; pp. 120 - 126 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Amsterdam
Elsevier B.V
01.03.2010
Elsevier |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1350-4495 1879-0275 |
| DOI | 10.1016/j.infrared.2009.10.006 |
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| Abstract | Ocular surface temperature (OST) has been studied with numerous approach and Infrared (IR) thermography has proved to be the best way to capture temperature distribution over some surfaces. It is applied to a number of biomedical applications including studies in the field of ophthalmology. However, the analysis of an ocular thermogram is largely in nascent stage, and is usually achieved by first-order texture analysis. This current study conducted second-order texture analysis on ocular thermal images, mainly by cross co-occurrence matrix together with first-order texture analysis, moments and difference histogram. It was found that, for subjects aged above 35
years old their interocular difference in median, textural contrast, moment 2 and moment 3 (in absolute value) were significantly higher than younger peers. Several significant linear correlations among investigated features were observed. The features extracted from cross co-occurrence matrix may play an important role in the diagnosis of ocular diseases. |
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| AbstractList | Ocular surface temperature (OST) has been studied with numerous approach and Infrared (IR) thermography has proved to be the best way to capture temperature distribution over some surfaces. It is applied to a number of biomedical applications including studies in the field of ophthalmology. However, the analysis of an ocular thermogram is largely in nascent stage, and is usually achieved by first-order texture analysis. This current study conducted second-order texture analysis on ocular thermal images, mainly by cross co-occurrence matrix together with first-order texture analysis, moments and difference histogram. It was found that, for subjects aged above 35 years old their interocular difference in median, textural contrast, moment 2 and moment 3 (in absolute value) were significantly higher than younger peers. Several significant linear correlations among investigated features were observed. The features extracted from cross co-occurrence matrix may play an important role in the diagnosis of ocular diseases. Ocular surface temperature (OST) has been studied with numerous approach and Infrared (IR) thermography has proved to be the best way to capture temperature distribution over some surfaces. It is applied to a number of biomedical applications including studies in the field of ophthalmology. However, the analysis of an ocular thermogram is largely in nascent stage, and is usually achieved by first-order texture analysis. This current study conducted second-order texture analysis on ocular thermal images, mainly by cross co-occurrence matrix together with first-order texture analysis, moments and difference histogram. It was found that, for subjects aged above 35 years old their interocular difference in median, textural contrast, moment 2 and moment 3 (in absolute value) were significantly higher than younger peers. Several significant linear correlations among investigated features were observed. The features extracted from cross co-occurrence matrix may play an important role in the diagnosis of ocular diseases. |
| Author | Chee, C. Tan, Jen-Hong Ng, E.Y.K. Rajendra Acharya, U. |
| Author_xml | – sequence: 1 givenname: Jen-Hong surname: Tan fullname: Tan, Jen-Hong email: mykng@ntu.edu.sg organization: School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore – sequence: 2 givenname: E.Y.K. surname: Ng fullname: Ng, E.Y.K. organization: School of Mechanical and Aerospace Engineering, College of Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore – sequence: 3 givenname: U. surname: Rajendra Acharya fullname: Rajendra Acharya, U. organization: Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore – sequence: 4 givenname: C. surname: Chee fullname: Chee, C. organization: Medical and Surgical Retinal Centre, Department of Ophthalmology, National University Hospital, 119074 Singapore. Singapore |
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| Keywords | Texture analysis Thermogram Infrared Cross co-occurrence matrix Difference histogram Infrared thermography Temperature distribution Surface temperature Ophthalmology Diseases |
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| SubjectTerms | Correlation Cross co-occurrence matrix Diagnosis Difference histogram Exact sciences and technology Infrared Infrared radiation Instruments, apparatus, components and techniques common to several branches of physics and astronomy Ophthalmology Physics Surface layer Texture Texture analysis Thermal instruments, apparatus and techniques Thermogram Thermometry |
| Title | Study of normal ocular thermogram using textural parameters |
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