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2025

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Rising Stars

D-Index
33
Citations
6357
World Ranking
910
National Ranking
148

Computer Science

D-Index
31
Citations
5264
World Ranking
13495
National Ranking
5397

Research.com Recognitions

  • 2025 - Research.com Rising Stars Award

Overview

Duygu Ceylan is affiliated with Adobe Systems in the United States and has contributed extensively to the fields of Engineering and Computer Science. Their research primarily focuses on areas such as Computational Mechanics, Computer Vision and Pattern Recognition, and Computer Graphics and Computer-Aided Design.

The main topics covered in their work include:

  • 3D Shape Modeling and Analysis
  • Computer Graphics and Visualization Techniques
  • Advanced Vision and Imaging
  • Human Motion and Animation
  • Human Pose and Action Recognition
  • 3D Surveying and Cultural Heritage
  • Generative Adversarial Networks and Image Synthesis

Duygu Ceylan has published multiple papers in notable venues, with frequent contributions to arXiv (Cornell University) totaling 18 publications. Other venues include:

  • Computer Graphics Forum (2 publications)
  • ACM Transactions on Graphics (2 publications)
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (2 publications)
  • 2021 International Conference on 3D Vision (3DV) (1 publication)

Recent significant publications include:

  • Task-Generic Hierarchical Human Motion Prior using VAEs, 2021, 2021 International Conference on 3D Vision (3DV)
  • Deep Detail Enhancement for Any Garment, 2021, Computer Graphics Forum
  • Dynamic neural garments, 2021, ACM Transactions on Graphics
  • CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
  • Motion Guided Deep Dynamic 3D Garments, 2022, ACM Transactions on Graphics

The scientist frequently collaborates with the following co-authors:

  • Niloy J. Mitra
  • Tuanfeng Y. Wang
  • Shuicheng Yan
  • Yi Zhou
  • Chun-Hao P. Huang

Best Publications

  • A scalable active framework for region annotation in 3D shape collections

    Li Yi;Vladimir G. Kim;Duygu Ceylan;I-Chao Shen

  • BodyNet: Volumetric Inference of 3D Human Body Shapes

    Gül Varol;Duygu Ceylan;Bryan C. Russell;Jimei Yang

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

    Qiangeng Xu;Weiyue Wang;Duygu Ceylan;Radomir Mech

  • FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape From Single RGB Images

    Christian Zimmermann;Duygu Ceylan;Jimei Yang;Bryan Russell

  • Symmetry in 3D Geometry: Extraction and Applications

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

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

    Eunbyung Park;Jimei Yang;Ersin Yumer;Duygu Ceylan

  • PlaneNet: Piece-Wise Planar Reconstruction from a Single RGB Image

    Chen Liu;Jimei Yang;Duygu Ceylan;Ersin Yumer

  • Dense Human Body Correspondences Using Convolutional Networks

    Lingyu Wei;Qixing Huang;Duygu Ceylan;Etienne Vouga

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

    Chuhang Zou;Ersin Yumer;Jimei Yang;Duygu Ceylan

  • Neural Kinematic Networks for Unsupervised Motion Retargetting

    Ruben Villegas;Jimei Yang;Duygu Ceylan;Honglak Lee

  • 6-DOF VR videos with a single 360-camera

    Jingwei Huang;Zhili Chen;Duygu Ceylan;Hailin Jin

  • Learning Local Shape Descriptors from Part Correspondences with Multiview Convolutional Networks

    Haibin Huang;Evangelos Kalogerakis;Siddhartha Chaudhuri;Duygu Ceylan

  • Learning a shared shape space for multimodal garment design

    Tuanfeng Y. Wang;Duygu Ceylan;Jovan Popović;Niloy J. Mitra

  • 3DN: 3D Deformation Network

    Weiyue Wang;Duygu Ceylan;Radomir Mech;Ulrich Neumann

  • Designing and fabricating mechanical automata from mocap sequences

    Duygu Ceylan;Wilmot Li;Niloy J. Mitra;Maneesh Agrawala

  • SwapNet: Image Based Garment Transfer

    Amit Raj;Patsorn Sangkloy;Huiwen Chang;James Hays

  • Material Editing Using a Physically Based Rendering Network

    Guilin Liu;Duygu Ceylan;Ersin Yumer;Jimei Yang

  • Learning Dense Facial Correspondences in Unconstrained Images

    Ronald Yu;Shunsuke Saito;Haoxiang Li;Duygu Ceylan

  • Coupled structure-from-motion and 3D symmetry detection for urban facades

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

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

    Youngjoong Kwon;Dahun Kim;Duygu Ceylan;Henry Fuchs

  • Dynamic neural garments

    Unknown

  • Unsupervised Learning of Intrinsic Structural Representation Points

    Nenglun Chen;Lingjie Liu;Zhiming Cui;Runnan Chen

  • SwapNet: Garment Transfer in Single View Images

    Amit Raj;Patsorn Sangkloy;Huiwen Chang;Jingwan Lu

  • FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images

    Christian Zimmermann;Duygu Ceylan;Jimei Yang;Bryan Russell

  • BodyNet: Volumetric Inference of 3D Human Body Shapes

    Gül Varol;Duygu Ceylan;Bryan Russell;Jimei Yang

Frequent Co-Authors

Jimei Yang
Jimei Yang Adobe Systems (United States)
Niloy J. Mitra
Niloy J. Mitra University College London
Ersin Yumer
Ersin Yumer Adobe Systems (United States)
Hao Li
Hao Li University of California, Berkeley
Mark Pauly
Mark Pauly École Polytechnique Fédérale de Lausanne
Radomir Mech
Radomir Mech Adobe Systems (United States)
Qixing Huang
Qixing Huang The University of Texas at Austin
Bryan C. Russell
Bryan C. Russell Adobe Systems (United States)
Wenping Wang
Wenping Wang Texas A&M University
Ulrich Neumann
Ulrich Neumann University of Southern California

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