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In CV systems, it is not clear what the role of the ISP is, or if it is even required at all for accurate prediction. ... Convolutional neural networks (CNNs) are now predominant components in a variety of computer vision (CV) systems. ... Recent research has focused on developing dedicated hardware for efficient deep learning inference  ,  . ...arXiv:1911.07954v4 fatcat:jkhajwhkgvamnajg55gxis5nby
2020 25th International Conference on Pattern Recognition (ICPR)
Matthew; Whatmough, Paul 779 ISP4ML: The Role of Image Signal Processing in Efficient Deep Learning Vision Systems DAY 1 -Jan 12, 2021 Liu, Dongfang; Cui, Yiming; Guo, Xiaolei; Ding, Wei; Yang ... of Stereo Vision Using Deep Learning- Based Prior Information of the Driving Environment DAY 2 -Jan 13, 2021 Mitsuno, Kakeru; Nomura, Yuichiro; Kurita, Takio 2083 Channel Planting for Deep Neural ...doi:10.1109/icpr48806.2021.9412725 fatcat:3vge2tpd2zf7jcv5btcixnaikm