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eess.IV2019
DRCAS: Deep Restoration Network for Hardware Based Compressive Acquisition Scheme
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi
We investigate the power and performance improvement in image acquisition devices by the use of CAS (Compressed Acquisition Scheme) and DNN (Deep Neural Networks). Towards this end…
eess.IV2017
Image Acquisition System Using On Sensor Compressed Sampling Technique
Pravir Singh Gupta, Gwan Seong Choi
Advances in CMOS technology have made high resolution image sensors possible. These image sensor pose significant challenges in terms of the amount of raw data generated, energy ef…