Browsing Year-2020 by Author "Wang, S."

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High-throughput CNN inference on embedded ARM big.little multi-core processors

Wang, S.; Ananthanarayanan, G.; Zeng, Y.; Goel, N.; Pathania, A.; Mitra, T. (2021-06-20)

IoT Edge intelligence requires Convolutional Neural Network (CNN) inference to take place in the edge devices itself. ARM big.LITTLE architecture is at the heart of prevalent commercial edge devices. It comprises of ...
REFUGE challenge: a unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

Orlando, J.I.; Fu, H.; Breda, J.B.; Keer, K.; Bathula, D.R.; Diaz-Pinto, A.; Fang, R.; Heng, P.; Kim, J.; Lee, J.; Lee, J.; Li, X.; Liu, P.; Lu, S.; Murugesan, B.; Naranjo, V.; Phaye, S.S.R.; Shankaranarayana, S.M.; Son, J.; Hengel, A.V.D.; Wang, S.; Wu, J.; Wu, Z.; Xu, G.; Xu, Y.; Yin, P.; Li, F.; Zhang, X.; Xu, Y.; Bogunovi ´c, H. (2020-03-17)

Glaucoma is one of the leading causes of irreversible but preventable blindness in working age popula- tions. Color fundus photography (CFP) is the most cost-effective imaging modality to screen for retinal disorders. ...

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