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Collaborations and top research areas from the last five years
Grants & Projects
- 10 Finished
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SBIR: The Recovery of Legacy Engineering Data from Charts III
Doermann, D. (PI)
US Air Force Office of Scientific Research
11/1/22 → 12/30/23
Project: Research
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DURIP - Reasons: Resilient, Adaptive, Scalable, Autonomy in Networked Swarms
Dantu, K. (PI), Chowdhury, S. (CoI), Doermann, D. (CoI), Murray, C. (CoI) & Qiao, C. (CoI)
US Air Force Office of Scientific Research
03/15/22 → 04/14/25
Project: Research
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STTR: The Recovery of Legacy Engineering Data from Charts
Doermann, D. (PI)
US Air Force Office of Scientific Research
08/6/21 → 10/6/22
Project: Research
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Preoperative Prediction of Esophageal Cancer Survival in CT via Tumor and Lymph Node Context and Geometry Modeling
Gong, X., Li, J., Wang, Y., Li, H., Yao, J., Zhong, L., Guo, D., Yan, K., Doermann, D., Lu, L., Jiao, F., Ho, T. Y., Zhang, L., Abuduxuku, A., Wang, H., Ye, X., Jin, D. & Wang, Q., 2026, (Accepted/In press) In: IEEE Transactions on Medical Imaging.Research output: Contribution to journal › Article › peer-review
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Textured Geometry Evaluation: Perceptual 3D Textured Shape Metric via 3D Latent-Geometry Network
Luan, T., Feng, X., Zhu, Z., Nuney, P., Liu, S., Gong, X., Doermann, D., Qiao, C. & Yuan, J., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 9, p. 7653-7661 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
DFM: Differentiable Feature Matching for Anomaly Detection
Wu, S., Wang, Y., Liu, X., Yang, Y., Wang, R., Guo, G., Doermann, D. & Zhang, B., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 15224-15233 10 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
ETLNet: An Efficient TCN-BiLSTM Network for Road Anomaly Detection Using Smartphone Sensors
Ansari, M. F., Sandilya, R., Javed, M. & Doermann, D., 2025, Pattern Recognition. ICPR 2024 International Workshops and Challenges - Kolkata, India, December 1, 2024, Proceedings. Palaiahnakote, S., Schuckers, S., Ogier, J.-M., Bhattacharya, P., Pal, U. & Bhattacharya, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 318-334 17 p. (Lecture Notes in Computer Science; vol. 15619 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Expanding the Image Embedding Space for Language-Free Text-to-Face Image Generation
Jensen, J., Chanda, S., Krishnan, N. C. & Doermann, D., 2025, Pattern Recognition - 46th DAGM German Conference, DAGM GCPR 2024, Proceedings. Cremers, D., Lähner, Z., Moeller, M., Nießner, M., Ommer, B. & Triebel, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 72-86 15 p. (Lecture Notes in Computer Science; vol. 15298 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review