کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10998326 | 1414357 | 2017 | 9 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Improve a 3D distance measurement accuracy in stereo vision systems using optimization methods' approach
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
سایر رشته های مهندسی
مهندسی برق و الکترونیک
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
This paper presents a 3D distance measurement accuracy improvement for stereo vision systems using optimization methods A Stereo Vision system is developed and tested to identify common uncertainty sources. As the optimization methods are used to train a neural network, the resulting equation can be implemented in real time stereo vision systems. Computational experiments and a comparative analysis are conducted to identify a training function with a minimal error performance for such method. The offered method provides a general purpose modelling technique, attending diverse problems that affect stereo vision systems. Finally, the proposed method is applied in the developed stereo vision system and a statistical analysis is performed to validate the obtained improvements.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Opto-Electronics Review - Volume 25, Issue 1, May 2017, Pages 24-32
Journal: Opto-Electronics Review - Volume 25, Issue 1, May 2017, Pages 24-32
نویسندگان
J.C. RodrÃguez-Quiñonez, O. Sergiyenko, W. Flores-Fuentes, M. Rivas-lopez, D. Hernandez-Balbuena, R. Rascón, P. Mercorelli,