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cs.CV2018
Reservoir Computing based Neural Image Filters
Samiran Ganguly, Yunfei Gu, Yunkun Xie +3
Clean images are an important requirement for machine vision systems to recognize visual features correctly. However, the environment, optics, electronics of the physical imaging s…
cs.CV2018
Hardware based Spatio-Temporal Neural Processing Backend for Imaging Sensors: Towards a Smart Camera
Samiran Ganguly, Yunfei Gu, Mircea R. Stan +1
In this work we show how we can build a technology platform for cognitive imaging sensors using recent advances in recurrent neural network architectures and training methods inspi…