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.

My Publications

Published August 1, 2019

iMapper: Interaction-guided Scene Mapping from Monocular Videos

ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Aron Monszpart, Paul Guerrero, Duygu Ceylan, Ersin Yumer, Niloy J. Mitra
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published September 12, 2018

SwapNet: Image Based Garment Transfer

European Conference on Computer Vision (ECCV)

Amit Raj, Patsorn Sankloy, Huiwen Chang, James Hays, Duygu Ceylan, Jingwan (Cynthia) Lu
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published July 15, 2018

Perception-Driven Semi-Structured Boundary Vectorization

ACM Transaction on Graphics (Proc. SIGGRAPH)

Edoardo Dominici, Shayan Hoshyari, Alla Sheffer, Nathan Carr, Duygu Ceylan, Zhaowen Wang, I-Chao Shen
  • AI & Machine Learning
  • Computer Vision, Imaging & Video

Published January 1, 2018

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

Transactions On Graphics

Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir Kim, Ersin Yumer
  • AI & Machine Learning
  • Graphics (2D & 3D)

Published December 1, 2016

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

ACM Transactions on Graphics (Proceedings SIGGRAPH Asia)

Li Yi, Vladimir Kim, Duygu Ceylan, I-Chao Shen, Mengyan Yan, Hao Su, Cewu Lu, Qixing Huang, Alla Sheffer, Leonidas Guibas
  • Computer Vision, Imaging & Video
  • Graphics (2D & 3D)