Forming Reliable Feature Correspondences and Distortion-free Graph Embedding with Deep Learning

  • Demirci, Muhammed (PI)

Project: FDCRGP

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  • 2021

    Fully Automatic CNN Design with Inception Blocks

    Barakbayeva, T. & Demirci, M. F., 2021, Thirteenth International Conference on Digital Image Processing, ICDIP 2021. Jiang, X. & Fujita, H. (eds.). SPIE, 118780Y. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11878).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2020

    Reducing Triangle Inequality Violations with Deep Learning and Its Application to Image Retrieval

    Khamiyev, I., Gabidolla, M., Iskakov, A. & Demirci, M. F., 2020, Advances in Visual Computing - 15th International Symposium, ISVC 2020, Proceedings. Bebis, G., Yin, Z., Kim, E., Bender, J., Subr, K., Kwon, B. C., Zhao, J., Kalkofen, D. & Baciu, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 310-318 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12510 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2019

    On Approximating Metric Nearness Through Deep Learning

    Gabidolla, M., Iskakov, A., Demirci, M. F. & Yazici, A., Jan 1 2019, Artificial Intelligence and Soft Computing - 18th International Conference, ICAISC 2019, Proceedings. Zurada, J. M., Pedrycz, W., Rutkowski, L., Scherer, R., Korytkowski, M. & Tadeusiewicz, R. (eds.). Springer Verlag, p. 62-72 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11508 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Selecting the best optimal feature correspondence with deep learning.

    Artykbayev, K., Temir, A. & Demirci, M., Nov 2019, 16th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2019). Institute of Electrical and Electronics Engineers Inc.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution