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  5. An Improved Algorithm for Super-resolution Video

An Improved Algorithm for Super-resolution Video

来源 :The 2nd International Conference on Structural Health Monito | 被引量 : 0次 | 上传用户：ljiand
【摘 要】
：
Aiming at the characteristics of the UAV camera,camera data nowadays,a new improved method is proposed based on putting the low-resolution video reconstruction into high-resolution video.First,the low
【作 者】
：
ZHANG Yan JIANG Pan-pan 
【机 构】
：
Mechanical Engineering College,Shijiazhuang,China
【出 处】
：
The 2nd International Conference on Structural Health Monito
【发表日期】
：
2014年5期
【关键词】
：
video super-resolution frequency band decomposition POCS 
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论文部分内容阅读
　　Aiming at the characteristics of the UAV camera,camera data nowadays,a new improved method is proposed based on putting the low-resolution video reconstruction into high-resolution video.First,the low-resolution video frame is done spectrum analysis by Fourier transform.Second,find the maximum gradient descent point to determine the cutoff frequency.Finally making use of high-resolution images with high frequency detail,then motion compensated.Through POCS algorithm,then iterated,obtaining super-resolution reconstruction video and realizing the above by MATLAB simulation.
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