Rule Of Photography In Image Saliency Detection
Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
KBEI03_001
تاریخ نمایه سازی: 11 مرداد 1396
Abstract:
Photographers used a bunch of photography com positionrules to create high-quality and more attractive photos.In this work some rules are used to determine which place inan image attracts human attention. We present a novel saliencydetection method, which utilizes the knowledge of photographiccomposition to improve saliency detection results. For this purpose,MIT eye tracking dataset was utilized in which observer’seye path through the image was obtained and recorded in aground truth file. Then, low-level features such as orientation,color, intensity are combined and train a SVM classifier froma direct mapping those features to eye fixations. Comparisonbetween proposed model with some of state-of-the-art models wedemonstrates that our model reveal salient region in image whichis important for photographer’s view.
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Authors
Seyyed Mohammad Reza Hashemi
Health Technology Incubation Center,Semnan University of Medical Sciences Semnan, Iran
Mostafa Mohammadpour
Health Technology Incubation Center,Semnan University of Medical Sciences Semnan, Iran
Ehsan Kozegar
School of Computer Engineering Iran University of Science and Technology, Tehran, Iran
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