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스마트시티를 위한 시각데이터의 활용  

Kim, Seon-Ho (University of Southern California)
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Korea Information Processing Society Review / v.27, no.2, 2020 , pp. 30-40 More about this Journal
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1 S. H. Kim, J. Shi, A. Alfarrarjeh, D. Xu, Y. Tan, and C. Shahabi, "Real-time traffic video analysis using intel viewmont coprocessor," in DNIS. Springer, 2013, pp. 150-160.
2 A. Alfarrarjeh, S. Agrawal, S. H. Kim, and C. Shahabi, "Geospatial multimedia sentiment analysis in disasters," in DSAA. IEEE, 2017, pp. 193-202.
3 A. Alfarrarjeh, D. Trivedi, S. H. Kim, and C. Shahabi, "A deep learning approach for road damage detection from smartphone images," in Big Data. IEEE, 2018, pp. 5184-5187.
4 A. Alfarrarjeh, D. Trivedi, S. H. Kim, H. Park, C. Huang, and C. Shahabi, "Recognizing material of a covered object: A case study with graffiti," IEEE International Conference on Image Processing (ICIP), 2019.
5 S. H. Kim, Y. Lu, J. Shi, A. Alfarrarjeh, C. Shahabi, G. Wang, and R. Zimmermann, "Key Frame Selection Algorithms for Automatic Generation of Panoramic Images from Crowdsourced Geo-tagged Videos," in W2GIS. Springer, 2014, pp. 67-84.
6 G. Wang, Y. Lu, L. Zhang, A. Alfarrarjeh, R. Zimmermann, S. H. Kim, and C. Shahabi, "Active Key Frame Selection for 3d Model Reconstruction from Crowdsourced Geo-tagged Videos," in ICME. IEEE, 2014, pp. 1-6.
7 "MyLA311 App," https://www.lacity.org/myla311.
8 Q. Contributor, "Why is it important to democratize machine learning?" 2016. [Online]. https://www.forbes.com/sites/quora/2016/12/28/why-is-itimportant-to-democratize-machine-learning/#39ca0f17582a
9 D. Wellers, J. Woods, D. Jendroska, and C. Koch, "Why machine learning and why now?" 2017. [Online]. http://www.digitalistmag.com/executive-research/why-machine-learning-and-why-now
10 A. Alfarrarjeh, S. H. Kim, S. Agrawal, M. Ashok, S. Y. Kim, and C. Shahabi, "Image classification to determine the level of street cleanliness: A case study," in BigMM. IEEE, 2018.
11 S. Bell, P. Upchurch, N. Snavely, et al., "Material recognition in the wild with the materials in context database," in CVPR, 2015, pp. 3479-3487.
12 P. Wieschollek and H. Lensch, "Transfer learning for material classification using convolutional networks," arXiv preprint arXiv:1609.06188, 2016.
13 S. H. Kim, A. Alfarrarjehy, G. Constantinouz, C. Shahabi. "TVDP: Translational Visual Data Platform for Smart Cities". International Workshop on Data-Driven Smart Cities in conjunction with ICDE, April 2019.
14 H. Maeda, Y. Sekimoto, T. Seto, T. Kashiyama, and H. Omata, "Road damage detection and classification using deep neural networks with smartphone images," CACAIE.