SONY DSC

Senior Research Scientist

Adobe Research London

e-mail: duygu.ceylan@gmail.com

I am a senior research scientist at Adobe Research. Prior to joining Adobe in 2014, I obtained my PhD degree from EPFL where I worked with Prof. Mark Pauly. I graduated from Computer Engineering Department of METU in 2007 and got my Master’s degree in CS from Bilkent University in 2009. During my Master’s studies I also worked as a software engineer at Aselsan Inc.

I received the Eurographics PhD Award in 2015 and the Eurographics Young Researcher Award in 2020.

My research interests include using machine learning techniques to infer and analyze 3D information from images and videos, focusing specifically on humans. I'm excited to work at the intersection of computer vision and graphics where I look for new methods to bridge the gap between 2D & 3D.

If you're interested in doing a research internship with me or joining my group at Adobe Research please send me an email with your resume and research interests.

Full CV

Publications


Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images

Hugo Bertiche, Niloy J. Mitra, Kuldeep Kulkarni, Chun-Hao Paul Huang, Tuanfeng Y. Wang, Meysam Madadi, Sergio Escalera, Duygu Ceylan

CVPR 2023 

Paper     Project   


Normal-guided Garment UV Prediction for Human Re-texturing

Yasamin Jafarian, Tuanfeng Y. Wang, Duygu Ceylan, Jimei Yang, Nathan Carr, Yi Zhou, Hyun Soo Park

CVPR 2023 - Highlight Paper

Paper     Project   


A Repulsive Force Unit for Garment Collision Handling in Neural Networks

Qingyang Tan, Yi Zhou, Tuanfeng Wang, Duygu Ceylan, Xin Sun, Dinesh Manocha

ECCV 2022

Paper     Project    Code 


Learning Visibility for Robust Dense Human Body Estimation

Chun-Han Yao, Jimei Yang, Duygu Ceylan, Yi Zhou, Yang Zhou, Ming-Hsuan Yang

ECCV 2022

Paper    Code 


Motion Guided Deep Dynamic 3D Garments

Meng Zhang, Duygu Ceylan, Niloy J. Mitra

SIGGRAPH Asia 2022

Paper    Project    Code 


Learning Motion-Dependent Appearance for High-Fidelity Rendering of Dynamic Humans from a Single Camera

Jae Shin Yoon, Duygu Ceylan, Tuanfeng Wang, Jingwan Lu, Jimei Yang, Zhixin Shu, Hyun Soo Park

CVPR 2022

Paper    Project


Dance In the Wild: Monocular Human Animation with Neural Dynamic Appearance Synthesis

Tuanfeng Wang, Duygu Ceylan, Krishna Kumar Singh, Niloy J. Mitra

3DV 2021 (Oral Paper)

Paper    Project


Neural Human Performer: Learning Generalizable Radiance Fields for Human Performance Rendering

Youngjoong Kwon, Dahun Kim, Duygu Ceylan, Henry Fuchs

NeurIPS 2021 (Spotlight Paper)

Paper    Project


Dynamic Neural Garments

Meng Zhang, Tuanfeng Wang, Duygu Ceylan, Niloy J. Mitra

SIGGRAPH Asia 2021

Paper    Project


Stochastic Scene-Aware Motion Prediction

Mohamed Hassan, Duygu Ceylan, Ruben Villegas, Jun Saito, Jimei Yang, Yi Zhou, Michael Black

ICCV 2021

Paper    Project


Contact-Aware Retargeting of Skinned Motion

Ruben Villegas, Duygu Ceylan, Aaron Hertzmann, Jimei Yang, Jun Saito

ICCV 2021

Paper    Project


CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds

Eric-Tuan Le, Minhyuk Sung, Duygu Ceylan, Radomir Mech, Tamy Boubekeur, Niloy J. Mitra

ICCV 2021

Paper    Project


A Deep Emulator for Secondary Motion of 3D Characters

Mianlun Zheng, Yi Zhou, Duygu Ceylan, Jerner Barbic

CVPR 2021 (Oral Paper)

Paper    Project


Deep Detail Enhancement for Any Garment

Meng Zhang, Tuanfeng Wang, Duygu Ceylan, Niloy J. Mitra

EUROGRAPHICS 2021

Paper    Video    Project


Learning Monocular Face Reconstruction using Multiview Supervision

Zhixin Shu, Duygu Ceylan, Kalyan Sunkavalli, Eli Shechtman, Sunil Hadap, Dimitris Samaras

FG 2020


Intuitive, Interactive Beard and Hair Synthesis with Generative Models

Kyle Olszewski, Duygu Ceylan, Jun Xing, Jose Echevarria, Zhili Chen, Weika Chen, Hao Li

CVPR 2020 (Oral Paper)

Paper    Project


Learning Generative Models of Shape Handles

Matheus Gadelha, Giorgio Gori, Duygu Ceylan, Radomir Mech, Nathan Carr, Tamy Boubekeur, Rui Wang, Subhransu Maji

CVPR 2020

Paper    Project


Unsupervised Learning of Intrinsic Structural Representation Points

Nenglun Chen, Lingjie Liu, Zhiming Cui, Runnan Chen, Duygu Ceylan, Changhe Tu, Wenping Wang

CVPR 2020

Paper   Code 


DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

Weiyue Wang*, Qiangeng Xu*, Duygu Ceylan, Radomír Měch, Ulrich Neumann

NeurIPS 2019

Paper   Code 


FreiHand: A Dataset for Markerless Capture of Hand Pose and Shape from Single Images

Christian Zimmermann, Duygu Ceylan, Jimei Yang, Bryan Russell, Max Argus, Thomas Brox

ICCV 2019


iMapper: Interaction-guided Scene Mapping from Monocular Videos

Aron Monszpart, Paul Guerrero, Duygu Ceylan, Ersin Yumer, Niloy J. Mitra

SIGGRAPH 2019

Paper   Video   Project


3DN: 3D Deformation Network

Weiyue Wang, Duygu Ceylan, Radomír Měch, Ulrich Neumann

CVPR 2019

Paper   Code 


Learning a Shared Shape Space for Multimodal Garment Design

Tuanfeng Y. Wang, Duygu Ceylan, Jovan Popovic, Niloy J. Mitra

SIGGRAPH Asia 2018

Paper   Video   Project


CurveFusion: Reconstructing Thin Structures from RGBD Sequences

Lingjie Liu*, Nenglun Chen*, Duygu Ceylan, Christian Theobalt, Wenping Wang, Niloy J. Mitra

SIGGRAPH Asia 2018

Paper   Video   Project


BodyNet: Volumetric Inference of 3D Human Body Shapes

Gul Varol, Duygu Ceylan, Bryan Russell, Jimei Yang, Ersin Yumer, Ivan Laptev, and Cordelia Schmid

ECCV 2018

Paper   Project


Perception-driven Semi-structured Boundary Vectorization

Shayan Hoshyari, Edoardo A. Dominici, Alla Sheffer, Nathan Carr, Duygu Ceylan, Zhaowen Wang, I-Chao Shen

SIGGRAPH 2018

Paper   Project


Neural Kinematic Networks for Unsupervised Motion Retargeting

Ruben Villegas, Jimei Yang, Duygu Ceylan, Honglak Lee

CVPR 2018 (Oral Paper)

Paper   Video  Project


PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image

Chen Liu, Jimei Yang, Duygu Ceylan, Ersin Yumer, Yasutaka Furukawa

CVPR 2018 (Spotlight Paper)

Paper   Project   Code


Learning Local Shape Descriptors from Point Correspondences with Multi-view Convolutional Networks

Haibin Huang, Evangelos Kalogerakis, Siddhartha Chaudhuri, Duygu Ceylan, Vladimir G. Kim, Ersin Yumer

ACM Transactions on Graphics 2018

Paper   Project


Material Editing Using a Physically Based Rendering Network

 Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien

ICCV 2017 (Spotlight Paper)

Paper   Project


Learning Dense Facial Correspondences in Unconstrained Images

 Ronald Yu, Shunsuke Saito, Haoxiang Li, Duygu Ceylan, Hao Li

ICCV 2017

Paper   Video


3D-PRNN: Generating Shape Primitives with Recurrent Neural Networks

Chuhang Zou, Ersin Yumer, Jimei Yang, Duygu Ceylan, Derek Hoiem

ICCV 2017

Paper   Code


Functionality-aware Retargeting of Mechanisms to 3D Shapes

 Ran Zhang, Thomas Auzinger, Duygu Ceylan, Wilmot Li, Bernd Bickel

SIGGRAPH 2017

Paper   Video   Project

 


Image-based Reconstruction of Wire Art

 Lingjie Liu,  Duygu Ceylan, Cheng Lin, Wenping Wang, Niloy J. Mitra

SIGGRAPH 2017

Paper   Video   Project    Code

 


Transformation-Grounded Image Generation Network for Novel 3D View Synthesis

 Eunbyung Park, Jimei Yang, Ersin Yumer, Duygu Ceylan, Alexander C. Berg

CVPR 2017

Paper     Project

 

6-DOF VR Videos with a Single 360 Camera

 Jingwei Huang, Zhili Chen, Duygu Ceylan, Hailin Jin

IEEE VR 2017

Paper     Video

 

sigAsia2016A Scalable Active Framework for Region Annotation in 3D Shape Collections

Li Yi, Vladimir G. Kim, Duygu Ceylan, I-Chao Shen, Mengyan Yan, Hao Su, Cewu Lu, Qixing Huang,

Alla Sheffer, Leonidas Guibas 

SIGGRAPH Asia 2016

Paper     Project

eccv2016Capturing Dynamic Textured Surfaces of Moving Targets

Ruizhe Wang, Lingyu Wei, Etienne Vouga, Qixing Huang, Duygu Ceylan, Gerard Medioni, Hao Li

ECCV 2016 (Spotlight Paper)

Paper     Video

cvpr16Dense Human Body Correspondence Using Convolutional Network

Lingyu Wei, Qixing Huang, Duygu Ceylan, Etienne Vouga, Hao Li

CVPR 2016 (Oral Paper)

Paper     Video

cgf2016Discovering Structured Variations via Template Matching

Duygu Ceylan*, Minh Dang*, Niloy J. Mitra, Boris Neubert, Mark Pauly (*equal contribution)

CGF 2016

Paper     Video     Supplementary Material

sigAsia2015Interactive Design of Probability Density Functions for Shape Grammars

Minh Dang, Stefan Lienhard, Duygu Ceylan, Boris Neubert, Peter Wonka, Mark Pauly

SIGGRAPH Asia 2015

Paper     Video     Project Page

 

coupledSFMCoupled Structure-from-Motion and 3D Symmetry Detection for Urban Facades

Duygu Ceylan, Niloy J. Mitra, Youyi Zheng, Mark Pauly

ACM TOG 2014

Paper     Video     Slides     Supplementary Material

safeSAFE: Structure-aware Facade Editing

Minh Dang, Duygu Ceylan, Boris Neubert, Mark Pauly

EUROGRAPHICS 2014

Paper     Video     Project Page

Designing and Fabricating Mechanical Automata from Mocap Sequences

Duygu Ceylan, Wilmot Li, Niloy J. Mitra, Maneesh Agrawala, Mark Pauly

SIGGRAPH Asia 2013

Paper     Video     Slides

cgf2013Symmetry in 3D Geometry: Extraction and Applications

Niloy J. Mitra, Mark Pauly, Michael Wand, Duygu Ceylan

CGF 2013

Paper     Eurographics 2012 STAR Report

eg2012Factored Facade Acquisition using Symmetric Linle Arrangements

Duygu Ceylan, Niloy J. Mitra, Hao Li, Thibaut Weise, Mark Pauly

EUROGRAPHICS 2012

Paper     Video     Slides

Thesis

thesesComputational Shape Understanding for 3D Reconstruction and Modeling

PhD Theses 2014 (Eurographics Best PhD Thesis Award 2015)

Thesis