发明名称 |
METHOD AND APPARATUS OF MULTI-FRAME SUPER RESOLUTION ROBUST TO LOCAL AND GLOBAL MOTION |
摘要 |
A method for enhancing at least one image within a series of images is provided. The method includes: selecting the series of images; upscaling each image within the series of images; selecting a reference image among the series of images; performing image registration to align series of images with the reference image; evaluating the series of aligned images for a subset of pixel locations that exhibit high cross-frame variation; performing learning processing to substantially reduce noise and exclude motion biases at the subset of pixel locations; performing pixel fusion from the series of aligned and processed images to produce the super-resolution reference image. A computer program product and an imaging system are disclosed. |
申请公布号 |
US2016358314(A1) |
申请公布日期 |
2016.12.08 |
申请号 |
US201514868381 |
申请日期 |
2015.09.28 |
申请人 |
JI Zhengping;ZHANG Qiang;SHI Lilong;OVSIANNIKOV Ilia |
发明人 |
JI Zhengping;ZHANG Qiang;SHI Lilong;OVSIANNIKOV Ilia |
分类号 |
G06T3/40;G06T7/20;H04N19/36;G06K9/46;H04N5/345;G06T5/00;G06T7/00 |
主分类号 |
G06T3/40 |
代理机构 |
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代理人 |
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主权项 |
1. A method for providing a super-resolution image within a series of images, the method comprising:
selecting the series of images; upscaling each image within the series of images; selecting a reference image among the series of images; performing image registration to align the series of images with the reference image; evaluating the series of aligned images for a subset of pixel locations that exhibit high cross-frame variation; performing learning processing to substantially reduce noise and exclude motion biases at the identified subset of pixel locations; performing pixel fusion for the series of aligned and processed images to produce the super-resolution image. |
地址 |
Temple City CA US |