کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
526867 869251 2015 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Precise localization of eye centers in low resolution color images
ترجمه فارسی عنوان
محل دقیق مراکز چشم در تصاویر رنگی با وضوح پایین
کلمات کلیدی
محلی سازی چشم، تشخیص چشم، شناسایی ویژگی های صورت، تقارن شعاعی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی


• Use of color information for accurately localizing eye centers.
• Statistical analysis of the color distribution of the skin, eye areas and irises.
• Radial symmetry computation both in grayscale images and in chrominance eye maps.
• We report high accuracy rates for low resolution color images.

The localization of eye centers and tracking of gaze constitutes an integral component of many human–computer interaction applications. A number of constraints including intrusiveness, mobility, robustness and high-price of eye tracking systems have hindered the way of the integration of eye trackers in everyday applications. Several ‘passive’ systems based on a single camera have been lately proposed in the literature, exhibiting though subordinate precision compared to the commercial, hardware-based eye tracking devices. In this paper we introduce an automatic, non-intrusive method for precise eye center localization in low resolution images, acquired from single low-cost cameras. To this end, the proposed system uses color information to derive a novel eye map that emphasizes the iris area and a radial symmetry transform which operates both on the original eye images and the eye map. The performance of the proposed method is extensively evaluated on four publicly available databases containing low resolution images and videos. Experimental results demonstrate great accuracy in challenging cases and resilience to pose and illumination variations, achieving significant improvement over existing methods.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Image and Vision Computing - Volume 36, April 2015, Pages 51–60
نویسندگان
, ,