کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
530492 869770 2010 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Semantic modeling of natural scenes based on contextual Bayesian networks
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Semantic modeling of natural scenes based on contextual Bayesian networks
چکیده انگلیسی

This paper presents a novel approach based on contextual Bayesian networks (CBN) for natural scene modeling and classification. The structure of the CBN is derived based on domain knowledge, and parameters are learned from training images. For test images, the hybrid streams of semantic features of image content and spatial information are piped into the CBN-based inference engine, which is capable of incorporating domain knowledge as well as dealing with a number of input evidences, producing the category labels of the entire image. We demonstrate the promise of this approach for natural scene classification, comparing it with several state-of-art approaches.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 43, Issue 12, December 2010, Pages 4042–4054
نویسندگان
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