کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7225119 1470571 2018 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimized CNN Based Image Recognition Through Target Region Selection
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
Optimized CNN Based Image Recognition Through Target Region Selection
چکیده انگلیسی
Aiming at the problems above, we proposed one optimized CNN based image recognition model. Firstly, target region selected by bottom-up region proposals contributes to retrieve the target region of each learning instance. Secondly, enhancement weight based model is used to optimize the CNN model contributing to make full use of different learning instances. At last, adequate experiments show our method's superiority, especially compared to some other traditional methods.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Optik - Volume 156, March 2018, Pages 772-777
نویسندگان
, , , , ,