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Intermediate Deep Feature Compression: the Next Battlefield of Intelligent Sensing
[article]
2018
arXiv
pre-print
The recent advances of hardware technology have made the intelligent analysis equipped at the front-end with deep learning more prevailing and practical. To better enable the intelligent sensing at the front-end, instead of compressing and transmitting visual signals or the ultimately utilized top-layer deep learning features, we propose to compactly represent and convey the intermediate-layer deep learning features of high generalization capability, to facilitate the collaborating approach
arXiv:1809.06196v1
fatcat:qzvvqtyjtvf6zjp2h4xa7r5qbm