发明名称 |
Stable video super-resolution by edge strength optimization |
摘要 |
A method includes determining, by a hardware processor and based on an image frame, a first edge strength distribution on a horizontal edge map and a second edge strength distribution on a vertical edge map. The first and second edge strength distributions are redistributed to narrow at least one of the first and second edge strength distributions. Non-texture regions of pixels are determined based on a data correlation map of the image frame. Edge strength magnitudes for the pixels of the non-texture regions of the horizontal edge map and the vertical edge map are determined. A high resolution frame is generated by adjusting intensity of respective pixels of the non-texture region of the horizontal edge map and the vertical edge map, the adjusting being based on neighboring pixels edge strength magnitudes. |
申请公布号 |
US9478007(B2) |
申请公布日期 |
2016.10.25 |
申请号 |
US201514862005 |
申请日期 |
2015.10.19 |
申请人 |
Samsung Electronics Co., Ltd. |
发明人 |
Yang Bo;Tao Li |
分类号 |
G06T3/40;G06T7/00;G06K9/46;G06T5/00 |
主分类号 |
G06T3/40 |
代理机构 |
Sherman IP LLP |
代理人 |
Sherman IP LLP ;Sherman Kenneth L.;Laut Steven |
主权项 |
1. A method comprising:
determining, by a hardware processor and based on an image frame, a first edge strength distribution on a horizontal edge map and a second edge strength distribution on a vertical edge map; redistributing the first and second edge strength distributions to narrow at least one of the first and second edge strength distributions; determining non-texture regions of pixels based on a data correlation map of the image frame; determining edge strength magnitudes for the pixels of the non-texture regions of the horizontal edge map and the vertical edge map, wherein the edge strength magnitudes for the non-texture regions of the horizontal edge map and the vertical edge map are proportional to the strengths of the data correlation map; and generating a high resolution frame by adjusting intensity of respective pixels of the non-texture region of the horizontal edge map and the vertical edge map, the adjusting being based on neighboring pixels edge strength magnitudes. |
地址 |
Suwon-si KR |