Duygu Ceylan

Senior Research Scientist

San Jose

Duygu joined Adobe Research in November 2014. Her research interests include 3D capture, shape analysis, and machine learning.

She obtained her Ph.D. in 2014 from École Polytechnique Fédérale de Lausanne under the supervision of Prof. Mark Pauly. Her Ph.D. work focuses on using computational shape understanding, specifically exploring symmetry priors, in the context of 3D reconstruction from images. More recently, she has been focusing on using machine learning techniques to infer and analyze 3D information from images and videos, focusing specifically on humans.

For more information about her and her work please visit her personal webpage.


Learning Monocular Face Reconstruction using Multi-View Supervision

Shu, Z., Ceylan, D., Sunkavalli, K., Shechtman, E., Hadap, S., Samaras, D. (Nov. 1, 2020)

Best Paper Runner Up award

Face and Gesture (FG'20)

Learning Generative Models of Shape Handles

Gadelha, M., Gori, G., Ceylan, D., Měch, R., Carr, N., Boubekeur, T., Wang, R., Maji, S. (Jun. 16, 2020)

IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

iMapper: Interaction-guided Scene Mapping from Monocular Videos

Monszpart, A., Guerrero, P., Ceylan, D., Yumer, E., Mitra, N. (Aug. 1, 2019)

ACM Transactions on Graphics (Proc. SIGGRAPH'19)

SwapNet: Image Based Garment Transfer

Raj, A., Sankloy, P., Chang, H., Hays, J., Ceylan, D., Lu, J. (Sep. 12, 2018)

European Conference on Computer Vision (ECCV 2018)

Perception-Driven Semi-Structured Boundary Vectorization

Dominici, E., Hoshyari, S., Sheffer, A., Carr, N., Ceylan, D., Wang, Z., Shen, I. (Jul. 15, 2018)

ACM Transaction on Graphics (Proc. SIGGRAPH)

Learning Local Shape Descriptors from Part Correspondences With Multi-view Convolutional Networks

Huang, H., Kalogerakis, E., Chaudhuri, S., Ceylan, D., Kim, V., Yumer, E. (Jan. 1, 2018)

Transactions On Graphics

A Scalable Active Framework for Region Annotation in 3D Shape Collections

Yi, L., Kim, V., Ceylan, D., Shen, I., Yan, M., Su, H., Lu, C., Huang, Q., Sheffer, A., Guibas, L. (Dec. 1, 2016)

ACM Transactions on Graphics (Proceedings SIGGRAPH Asia)