کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10361307 870182 2005 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Indoor vs. outdoor scene classification in digital photographs
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Indoor vs. outdoor scene classification in digital photographs
چکیده انگلیسی
This paper proposes a new technique for the classification of indoor and outdoor images based on edge analysis. Our technique is based on analysing edge straightness in images. We make an original proposal that indoor images have a greater proportion of edges that are straight compared to outdoor images, and use multi-resolution estimates on edge straightness to improve our results. We also consider this method's possible applications in a real-time system. We compare our proposed technique with a number of other approaches that have been published on indoor/outdoor classification of images and convincingly show on a large database that our method generates much higher accuracy.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 38, Issue 10, October 2005, Pages 1533-1545
نویسندگان
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