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Richard Souvenir

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Richard Souvenir

  • College of Science and Technology

    • Graduate and Research Studies

      • Associate Dean

Research Interests

  • Computer vision Machine learning

Courses Taught

Number

Name

Level

CIS 4526

Foundations of Machine Learning

Undergraduate

Selected Publications

Recent

  • Black, S., Keshavarz, S., & Souvenir, R. (2021). Evaluation of Inpainting and Augmentation for Censored Image Queries. International Journal of Computer Vision, 129(4), 977-997. doi: 10.1007/s11263-020-01403-1.

  • Black, S., Keshavarz, S., & Souvenir, R. (2020). Evaluation of image inpainting for classification and retrieval. Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020, 1049-1058. doi: 10.1109/WACV45572.2020.9093362.

  • Keshavarz, S., Tran, Q., & Souvenir, R. (2020). Learning natural thresholds for image ranking. Proceedings - International Conference on Pattern Recognition, 8368-8375. doi: 10.1109/ICPR48806.2021.9412208.

  • Spurlock, S. & Souvenir, R. (2019). Multimodal 3D Human Pose Estimation from a Single Image. Proceedings - 2019 International Conference on 3D Vision, 3DV 2019, 663-670. doi: 10.1109/3DV.2019.00078.

  • Stylianou, A., Souvenir, R., & Pless, R. (2019). Visualizing deep similarity networks. Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019, 2029-2037. doi: 10.1109/WACV.2019.00220.

  • Stylianou, A., Xuan, H., Shende, M., Brandt, J., Souvenir, R., & Pless, R. (2019). Hotels-50K: A global hotel recognition dataset. 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, 726-733.

  • Stylianou, A., Schreier, J., Souvenir, R., & Pless, R. (2018). TraffickCam: Crowdsourced and computer vision based approaches to fighting sex trafficking. Proceedings - Applied Imagery Pattern Recognition Workshop, 2017-October. doi: 10.1109/AIPR.2017.8457947.

  • Kim, S., Spurlock, S., & Souvenir, R. (2018). Head pose estimation using learned discretization. Proceedings - International Conference on Image Processing, ICIP, 2017-September, 2687-2691. doi: 10.1109/ICIP.2017.8296770.

  • Wu, H., Spurlock, S., & Souvenir, R. (2018). Semi-supervised multi-output image manifold regression. Proceedings - International Conference on Image Processing, ICIP, 2017-September, 2413-2417. doi: 10.1109/ICIP.2017.8296715.

  • Xuan, H., Souvenir, R., & Pless, R. (2018). Deep Randomized Ensembles for Metric Learning. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11220 LNCS, 751-762. doi: 10.1007/978-3-030-01270-0_44.

  • Workman, S., Souvenir, R., & Jacobs, N. (2017). Understanding and Mapping Natural Beauty. Proceedings of the IEEE International Conference on Computer Vision, 2017-October, 5590-5599. doi: 10.1109/ICCV.2017.596.

  • Shan, J., Despot, J., Huynh, T., & Souvenir, R. (2017). Echocardiogram localization using barycentric interpolation. Proceedings - International Symposium on Biomedical Imaging, 1061-1065. doi: 10.1109/ISBI.2017.7950699.

  • Wu, H., Huynh, T., & Souvenir, R. (2017). Phase-aware echocardiogram stabilization using keyframes. Medical Image Analysis, 35, 172-180. doi: 10.1016/j.media.2016.06.039.