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In this paper, we fill the research gap by adopting state-of-the-art computer vision techniques for the data extraction stage in a data mining system.
Molla, M.K.I., Talukder, K.H., Hossain, M.A.: Line chart recognition and data extraction technique. In: International Conference on Intelligent Data Engineering and Automated Learning. pp. 865–870. Springer (2003)
2003
Earlier work this paper cites.
Savva, M., Kong, N., Chhajta, A., Fei-Fei, L., Agrawala, M., Heer, J.: Revision: Automated classification, analysis and redesign of chart images. In: Proceedings of the 24th annual ACM symposium on User interface software and technology. pp. 393–402 (2011)
2011
Earlier work this paper cites.
Liu, Y., Lu, X., Qin, Y., Tang, Z., Xu, J.: Review of chart recognition in document images. In: Visualization and Data Analysis 2013. vol. 8654, p. 865410. International Society for Optics and Photonics (2013)
2013
Earlier work this paper cites.
Siricharoen, W.V.: Infographics: the new communication tools in digital age. In: The international conference on e-technologies and business on the web (ebw2013). pp. 169–174 (2013)
2013
Earlier work this paper cites.
Lin, T.Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., Zitnick, C.L.: Microsoft coco: Common objects in context. In: Proceedings of the European Conference on Computer Vision. pp. 740–755. Springer (2014)
2014
Earlier work this paper cites.
Purchase, H.C.: Twelve years of diagrams research. Journal of Visual Languages & Computing 25
2014
Earlier work this paper cites.
Reddy, V.K., Kaushik, C.: Image processing based data extraction from graphical representation. In: Proceedings of the IEEE Conference on Computer Graphics, Vision and Information Security. pp. 190–194. IEEE (2015)
2015
Earlier work this paper cites.
Schroff, F., Kalenichenko, D., Philbin, J.: Facenet: A unified embedding for face recognition and clustering. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 815–823 (2015)
2015
Earlier work this paper cites.
He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 770–778 (2016)
2016
Earlier work this paper cites.
Liu, W., Anguelov, D., Erhan, D., Szegedy, C., Reed, S., Fu, C.Y., Berg, A.C.: Ssd: Single shot multibox detector. In: Proceedings of the European Conference on Computer Vision. pp. 21–37. Springer (2016)
2016
Earlier work this paper cites.
Ray Choudhury, S., Wang, S., Giles, C.L.: Curve separation for line graphs in scholarly documents. In: Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries. pp. 277–278 (2016)
2016
Cited alongside, same era.
Ren, S., He, K., Girshick, R., Sun, J.: Faster r-cnn: towards real-time object detection with region proposal networks. IEEE Transactions on Pattern Analysis and Machine Intelligence 39
2016
Cited alongside, same era.
Shrivastava, A., Gupta, A., Girshick, R.: Training region-based object detectors with online hard example mining. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 761–769 (2016)
2016
Cited alongside, same era.
Stewart, R., Andriluka, M., Ng, A.Y.: End-to-end people detection in crowded scenes. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 2325–2333 (2016)
2016
Cited alongside, same era.
Cai, Z., Vasconcelos, N.: Cascade r-cnn: Delving into high quality object detection. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 6154–6162 (2018)
2018
Later among the works it cites.
Dai, W., Wang, M., Niu, Z., Zhang, J.: Chart decoder: Generating textual and numeric information from chart images automatically. Journal of Visual Languages & Computing 48
2018
Later among the works it cites.
Farhadi, A., Redmon, J.: Yolov3: An incremental improvement. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (2018)
2018
Later among the works it cites.
Mei, H., Ma, Y., Wei, Y., Chen, W.: The design space of construction tools for information visualization: A survey. Journal of Visual Languages & Computing 44
2018
Later among the works it cites.
Xiao, B., Wu, H., Wei, Y.: Simple baselines for human pose estimation and tracking. In: Proceedings of the European Conference on Computer Vision. pp. 466–481 (2018)
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Al-Zaidy, R.A., Giles, C.L.: A machine learning approach for semantic structuring of scientific charts in scholarly documents. In: Proceedings of the AAAI Conference on Artificial Intelligence. pp. 4644–4649 (2017)
2017
Cited alongside, same era.
Böschen, F., Scherp, A.: A comparison of approaches for automated text extraction from scholarly figures. In: International Conference on Multimedia Modeling. pp. 15–27. Springer (2017)
2017
Cited alongside, same era.
Cliche, M., Rosenberg, D., Madeka, D., Yee, C.: Scatteract: Automated extraction of data from scatter plots. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases. pp. 135–150. Springer (2017)
2017
Cited alongside, same era.
Lin, T.Y., Dollár, P., Girshick, R., He, K., Hariharan, B., Belongie, S.: Feature pyramid networks for object detection. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. pp. 2117–2125 (2017)
2017
Cited alongside, same era.
2018
Cited alongside, same era.
2018
Later among the works it cites.
Choi, J., Jung, S., Park, D.G., Choo, J., Elmqvist, N.: Visualizing for the non-visual: Enabling the visually impaired to use visualization. In: Computer Graphics Forum. vol. 38, pp. 249–260. Wiley Online Library (2019)
2019
Later among the works it cites.
Davila, K., Kota, B.U., Setlur, S., Govindaraju, V., Tensmeyer, C., Shekhar, S., Chaudhry, R.: Icdar 2019 competition on harvesting raw tables from infographics (chart-infographics). In: Proceedings of the IEEE Conference on Document Analysis and Recognition. pp. 1594–1599. IEEE (2019)
2019
Later among the works it cites.
2019
Later among the works it cites.
N. Methani, P. Ganguly, M.M.K., Kumar, P.: Data interpretation over plots. In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision (2020)
2020
Later among the works it cites.