مقاله رمزگذار عمیق خودکار برای وضوح فوق العاده تک تصویر

عنوان مقاله فارسی: رمزگذار عمیق خودکار برای وضوح فوق العاده تک تصویر عنوان مقاله لاتین: Coupled Deep Autoencoder for Single Image Super-Resolution نویسندگان: Kun Zeng; Jun Yu; Ruxin Wang; Cuihua Li; Dacheng Tao تعداد صفحات: 10 سال انتشار: 2017 زبان: لاتین Abstract: Sparse coding has been widely applied to learning-based single image super-resolution (SR) and has obtained promising performance by jointly learning effective representations for low-resolution (LR) and high-resolution (HR) image patch pairs. However, the resulting HR images often suffer from ringing, jaggy, and blurring artifacts due to the strong yet ad hoc assumptions that the LR image patch representation is equal to, is linear with, lies on a manifold similar to, or has the same support set as