Classification of multispectral image using SVM and gabor filter
A. Daamouche, Mohamed Amine Blil, Kheire Eddine Amara
معهد الهندسة الكهربائية والإلكترونيك-جامعة أمحمد بوقرة - بومرداس · الجزائر
الموضوعات
علوم تطبيقية وتكنولوجية
الملخص
The present work deals with image classification in the field of remote sensing and retinal blood vessels which is a joint venture between image processing and classification techniques. The advancement in the imagery fieldin terms of resolution allowed the availability of very high resolution images. Therefore, new techniques and algorithms become necessary to cope with technology.In this regard, Gabor filters have been used in a variety of image processing applications. It had a distinctive effect in improving the image and increasing its clarity andquality for further processing. In this work, the effectiveness of the Gabor filteris explored. In particular, we used Gabor features in conjunction with the SVM to classifyre motely sensed data and retinal blood vessels images. The simulation results on different datasets showed that our approachis promising in the field of image classification.
روابط وملفات
التعريف والنوع
- رقم الوثيقة
- ff6e9676-40e3-4bba-b982-8c7abbc8b3d1
- رقم العقد
- 0
- نوع الوسائط
- Crawler
- نوع المحتوى
- الرسائل العلمية
- صيغة المصدر
- ماستر (LMD)
- نوع الملف
- pdf text
- أسماء الملفات
- 2195037_1.pdf
بيانات النشر
- ألقاب المؤلفين
- [{"name_ar":" A. Daamouche","title_ar":"اشراف","title_en":"Supervision"},{"name_ar":" Mohamed Amine Blil","title_ar":"اعداد","title_en":"Preparation"},{"name_ar":"Kheire Eddine Amara","title_ar":"اعداد","title_en":"Preparation"}]
- اللغة
- English
المصدر والدورية
- اسم المصدر
- Classification of multispectral image using SVM and gabor filter
المحتوى والصفحات
- عدد الصفحات
- 0
- كلمات الباحثين
- Gabor filter
إشراف وإعداد
- الإشراف
- A. Daamouche
- الإعداد
- Mohamed Amine Blil, Kheire Eddine Amara
الاقتباسات الببليوغرافية
APA
MLA