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  1. NTU Theses and Dissertations Repository
  2. 電機資訊學院
  3. 生醫電子與資訊學研究所
請用此 Handle URI 來引用此文件: http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/26029
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dc.contributor.advisor宋孔彬(King-Bin Sung)
dc.contributor.authorKo-Yang Chenen
dc.contributor.author陳科仰zh_TW
dc.date.accessioned2021-06-08T06:58:48Z-
dc.date.copyright2010-04-28
dc.date.issued2009
dc.date.submitted2009-07-03
dc.identifier.citation[1] Arleo Eye Associates, “What Is Diabetic Retinopathy,” http://www.arleoeye.com/Pages/retin.html, 2009.
[2] J. G Arroyo, 'Retinal Tear and Detachment,' http://www.utdol.com/online/content/topic.do?topicKey=priophth/8273&selectedTitle=1~79&source=search_result, 2009.
[3] Centers for Disease Control and Prevention, “National Estimates on Diabetes,” National Diabetes FactSheet, http://www.cdc.gov/diabetes/pubs/estimates.htm#complications, 2006.
[4] R. N. Frank, “Diabetic Retinopathy,” New England Journal of Medicine, Vol. 350, No. 1, pp. 48-58, 2004.
[5] C. E. Fraser and D. J. D'Amico, 'Classification and Clinical Features of Diabetic Retinopathy,' http://www.utdol.com/online/content/topic.do?topicKey=diabetes/21756&selectedTitle=1~57&source=search_result#5, 2009.
[6] Liverpool Ocular Oncology Centre, 'First Visit,' http://www.eyetumour.com/visit_first.php, 2009.
[7] D. K. McCulloch, 'Screening for Diabetic Retinopathy,' http://www.utdol.com/online/content/topic.do?topicKey=diabetes/11804&selectedTitle=3~90&source=search_result, 2009.
[8] Image-Acquire.com, 'Canon CF-1 Digital Retinal Camera,' http://www.image-acquire.com/canon-cf-1-digital-retinal-camera, 2009.
[9] T. L. Jackson, “Clinical Notes,” http://www.timothyjackson.net/GP%20clinical%20notes.html, 2009.
[10] J. P. O'Hare, A. Hopper, C. Madhaven, M. Charny T. S. Purewell, B. Harney, and J. Griffiths, 'Adding Retinal Photography to Screening for Diabetic Retinopathy: A Prospective Study in Primary Care,' British Medical Journal, Vol. 16;312(7032), pp. 679-82, 1996.
[11] National Institute of Health, “NIHSeniorHealth: Diabetic Retinopathy - Causes and Risk Factors,' http://nihseniorhealth.gov/diabeticretinopathy/causesandriskfactors/02.html, 2005.
[12] National Eye Institute, National Institutes of Health, “Diabetic Macular Edema,” http://www.nei.nih.gov/photo/eyedis/index.asp, 2006.
[13] Ophthobook.com, 'Beginner's Guide to the Retina,' http://www.ophthobook.com/chapters/retina, 2008.
[14] H. D. Riley, 'Using the Direct Ophthalmoscope,' http://www.opt.indiana.edu/riley/HomePage/Direct_Oscope/Text_Direct_Oscopt.html, 2009.
[15] S. M. Sastry, 'Eye Disease Library,' http://www.bethesdaretina.com/library.htm, 2009.
[16] Visual Pathways, 'Automated Retinal Imaging System,' http://www.vispath.com/aris.html, 2009.
[17] Vitreoretinal Consultants, 'Diseases and Surgery of the Retina and Vitreous,' http://www.houstonretina.com/laserTreatment.html, 2006
[18] WebMD, 'Eye Health Center,' http://www.webmd.com/eye-health/ophthalmoscopy, 2007
[19] Wikipedia, 'Gamma Correction,' http://en.wikipedia.org/wiki/Gamma_compression, 2009.
[20] Wikipedia, 'Histogram Equalization,' http://en.wikipedia.org/wiki/Histogram_equalization, 2009.
[21] Wikipedia, 'Retinal Hemorrhage,' http://en.wikipedia.org/wiki/Retinal_haemorrhage, 2009.
[22] Wikipedia, 'Tone Mapping,' http://en.wikipedia.org/wiki/Tone_mapping, 2009.
dc.identifier.urihttp://tdr.lib.ntu.edu.tw/jspui/handle/123456789/26029-
dc.description.abstract由臨床醫學角度探討糖尿病病患視網膜病變的圖片處理。使用高動態範圍影像處理中的色調映射技巧,來提高臨床醫師及技術員對於早期篩檢糖尿病視網膜病變的診斷率,進而擬定治療計畫。zh_TW
dc.description.abstractWe process the ophthalmologic images of patients with diabetes clinically. By utilizing the tone-mapping techniques in high dynamic range imaging, we help facilitate the screening rate of diabetic retinopathy, and thus, decreasing the blindness rate of diabetic patients.en
dc.description.provenanceMade available in DSpace on 2021-06-08T06:58:48Z (GMT). No. of bitstreams: 1
ntu-98-R96945015-1.pdf: 2782117 bytes, checksum: 0351ebd3bd104bb381c171df267ef51f (MD5)
Previous issue date: 2009
en
dc.description.tableofcontents口試委員會審定書 i
誌 謝 ii
摘 要 iii
Abstract iv
Contents v
List of Figures vi
List of Tables vii
Chapter 1 Introduction 1
1.1 Motivation 1
1.2 Introduction to Diabetic Retinopathy 2
1.2.1 Importance of Ophthalmologic Images of Diabetic Patients 2
1.2.2 Clinical Census Data for Blindness in Diabetic Patients 2
1.3 The Characteristics of Ophthalmologic Image 4
1.3.1 Digital Image Characteristics 4
1.3.2 Macular Edema 4
1.3.3 Retinal Detachment 5
1.3.4 Retinal Hemorrhage 7
1.3.5 Neovascularization 8
1.3.6 Pathogenesis 9
Chapter 2 Screening Methods of Diabetic Retinopathy 10
2.1 Importance of Early Detection 10
2.2 Efficacy for Laser Therapy 10
2.3 Methods of Screening 11
2.3.1 Ophthalmoscopy 11
2.3.2 Seven-field Stereoscopic Fundus Photography 12
2.3.3 Fundal Photography 13
Chapter 3 Our Proposed Method 14
3.1 Histogram Equalization 15
3.2 Gamma Compression 17
3.3 Flow Chart 18
Chapter 4 Experiments and Results 20
4.1 Experimental Environment 20
4.2 Image Results 20
4.3 Census Data of Ophthalmologists 42
4.4 Discussion 44
Chapter 5 Conclusion and Future Work 46
5.1 Conclusion 46
5.2 Future Work 47
Reference 48
dc.language.isoen
dc.title高動態範圍影像處理篩檢糖尿病視網膜病變zh_TW
dc.titleHigh Dynamic Range Image Processing to Screen Diabetic Retinopathyen
dc.typeThesis
dc.date.schoolyear97-2
dc.description.degree碩士
dc.contributor.coadvisor傅楸善(Chiou-Shann Fuh)
dc.contributor.oralexamcommittee蔡景耀(Ching-Yao Tsai)
dc.subject.keyword糖尿病視網膜篩檢,高動態範圍,色調映射,zh_TW
dc.subject.keywordDiabetic Retinopathy Screening,High Dynamic Range,Tone Mapping,en
dc.relation.page50
dc.rights.note未授權
dc.date.accepted2009-07-03
dc.contributor.author-college電機資訊學院zh_TW
dc.contributor.author-dept生醫電子與資訊學研究所zh_TW
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