Low-power video acquisition with super-resolution reconstruction for mobile devices
Minmin Shen, Ping Xue · IEEE Transactions on Consumer Electronics · 2010
With the VASI, we propose a low-power video acquisition, which captures a video at low-resolution (LR) interlaced with some at full-resolution. The power consumed during acquisition is reduced by turning off some of the sensors when acquiring LR frames. Afterwards, an efficient super-resolution (SR) technique is employed to reconstruct the LR frames to high-resolution (HR). Another application of the proposed framework is to overcome the pixel transfer rate limit to obtain high-frame-rate and HR video. Experiments verify the efficacy of the proposed framework in both saving power and enhancing video quality.