Publications

2024

• DiffCSG: Differentiable CSG via Rasterization

  Haocheng Yuan, Adrien Bousseau, Hao Pan, Chengquan Zhang, Niloy J. Mitra, Changjian Li

  Siggraph Asia 2024

  (Conditionally Accepted)
  

  [webpage]

  [paper]

  creativeAI

  structure-aware geometry processing

• Diffusion Models for Visual Content Generation

  Niloy J. Mitra, Duygu Ceylan, Or Patashnik, Daniel Cohen-Or, Paul Guerrero, Chun-Hao Huang, Minhyuk Sung

  Courses at Siggraph 2024

  [webpage]

  creativeAI

• Towards Computationally Efficient, Photorealistic, and Scalable 3D Generative Modelling

  Animesh Karnewar

  PhD thesis 2024

  [pdf]

  creativeAI

• Neural Surfaces

  Luca Morreale

  PhD thesis 2024

  [pdf]

  shape analysis

• Temporal Residual Jacobians for Rig-free Motion Transfer

  Sanjeev Muralikrishnan, Niladri Shekhar Dutt, Siddhartha Chaudhuri, Noam Aigerman, Vladimir Kim, Matthew Fisher, Niloy J. Mitra

  ECCV 2024

  [webpage]

  creativeAI

• Animal Avatars: Reconstructing Animatable 3D Animals from Casual Videos

  Remy Sabathier, Niloy J. Mitra, David Novotny

  ECCV 2024

  Selected for Oral presentation
  

  [paper]

  [webpage]

  [code]

  shape acquisition and abstraction

• GOEmbed: Representation Agnostic 3D Feature Learning

  Animesh Karnewar, Andrea Vedaldi, Roman Shapovalov, Tom Monnier, Niloy J. Mitra, David Novotny

  ECCV 2024

  [webpage]

  [paper]

  creativeAI

• SuperGaussian: Repurposing Video Models for 3D Super Resolution

  Yuan Shen, Duygu Ceylan, Paul Guerrero, Zexiang Xu, Niloy J. Mitra, Shenlong Wang, Anna Frühstück

  ECCV 2024

  [paper]

  [webpage]

  creativeAI

• Leveraging VLM-Based Pipelines to Annotate 3D Objects

  Rishabh Kabra, Loic Matthey, Alexander Lerchner, Niloy J. Mitra

  ICML 2024

  [paper]

  shape analysis

• LooseControl: Lifting ControlNet for Generalized Depth Conditioning

  Shariq Farooq Bhat, Niloy J. Mitra, Peter Wonka

  Siggraph 2024

  [paper]

  [webpage]

  [code]

  creativeAI

• Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features

  Niladri Shekhar Dutt, Sanjeev Muralikrishnan, Niloy J. Mitra

  CVPR 2024

  [paper]

  [webpage]

  creativeAI

• Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D

  Karran Pandey, Paul Guerrero, Matheus Gadelha, Yannick Hold-Geoffroy, Karan Singh, Niloy J. Mitra

  CVPR 2024

  Selected as Highlight

  [paper]

  [webpage]

  creativeAI

• CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs

  Haocheng Yuan, Jing Xu, Hao Pan, Adrien Bousseau, Niloy J. Mitra, Changjian Li

  CVPR 2024

  Selected as Highlight

  [paper]

  [webpage]

  creativeAI

• ProteusNeRF: Fast Lightweight NeRF Editing using 3D-Aware Image Context

  Binglun Wang, Niladri Shekhar Dutt, Niloy J. Mitra

  I3D 2024

  [paper]

  [webpage]

  creativeAI

• Neural Semantic Surface Maps

  Luca Morreale, Noam Aigerman, Vladimir Kim, Niloy J. Mitra

  Eurographics 2024

  [paper]

  [webpage]

  [code]

  shape analysis

• Diffusion Models for Visual Computing

  Niloy J. Mitra, Danny CohenOr, Minhyuk Sung, Duygu Ceylan, Chun-Hao Huang, Paul Guerrero

  Eurographics 2024

  Eurographics 2024 Tutorial

  [webpage]

  creativeAI

• BLiSS: Bootstrapped Linear Shape Space

  Sanjeev Muralikrishnan, Chun-Hao Paul Huang, Duygu Ceylan, Niloy J. Mitra

  3DV 2024

  [webpage]

  [paper]

  [code]

  shape acquisition and abstraction

2023

• HoloFusion: Towards Photorealistic 3D Generative Modeling

  Animesh Karnewar, Niloy J. Mitra, Andrea Vedaldi, David Novotny

  ICCV 2023

  [webpage]

  [paper]

  [code]

  creativeAI

• Pix2Video: Video Editing using Image Diffusion

  Duygu Ceylan, Chun-Hao Huang, Niloy J. Mitra

  ICCV 2023

  [webpage]

  [paper]

  [code]

  creativeAI

• Factored Neural Representation for Scene Understanding

  Yu-Shiang Wong, Niloy J. Mitra

  SGP 2023

  [webpage]

  [code]

  creativeAI

• Dynamic Scene Reconstruction and Understanding

  Yu-Shiang Wong

  PhD thesis 2023

  [pdf]

  creativeAI

  shape acquisition and abstraction

• ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives

  Kenny Jones, Paul Guerrero, Niloy J. Mitra, Daniel Ritchie

  SIGGRAPH 2023

  [webpage]

  shape analysis

  creativeAI

• COFS: COntrollable Furniture layout Synthesis

  Wamiq Para, Paul Guerrero, Niloy J. Mitra, Peter Wonka

  SIGGRAPH 2023

  [webpage]

  creativeAI

• HoloDiffusion: Training a 3D Diffusion Model using 2D Images

  Animesh Karnewar, Andrea Vedaldi, David Novotny, Niloy J. Mitra

  CVPR 2023

  [webpage]

  [paper]

  [code]

  creativeAI

• RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation

  Titas Anciukevičius, Zexiang Xu, Matthew Fisher, Paul Henderson, Hakan Bilen, Niloy J. Mitra, Paul Guerrero

  CVPR 2023

  [paper]

  [webpage]

  creativeAI

• 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]

  [webpage]

  creativeAI

• Neurosymbolic Models for Computer Graphics

  Daniel Ritchie, Paul Guerrero, Kenny Jones, Niloy J. Mitra, Adriana Schulz, Karl D. D. Willis, Jiajun Wu

  Eurographics 2023

  [paper]

  creativeAI

  structure-aware geometry processing

2022

• Search for Concepts: Discovering Visual Concepts Using Direct Optimization

  Pradyumna Reddy, Paul Guerrero, Niloy J. Mitra

  BMVC 2022

  [paper]

  [webpage]

  [code]

  creativeAI

  shape acquisition and abstraction

• NeuForm: Adaptive Overfitting for Neural Shape Editing

  Connor Z. Lin, Niloy J. Mitra, Gordon Wetzstein, Leonidas Guibas, Paul Guerrero

  NeurIPS 2022

  Selected for Oral presentation
  

  [paper]

  creativeAI

• Motion Guided Deep Dynamic 3D Garments

  Meng Zhang, Duygu Ceylan, Niloy J. Mitra

  Siggraph Asia 2022

  [webpage]

  [code]

  [paper]

  creativeAI

• CAD2Sketch: Generating Concept Sketches from CAD Sequences

  Felix Hähnlein, Changjian Li, Niloy J. Mitra, Adrien Bousseau

  Siggraph Asia 2022

  [webpage]

  shape analysis

  creativeAI

  shape acquisition and abstraction

• 3inGAN: Learning a 3D Generative Model from Images of a Self-similar Scene

  Animesh Karnewar, Tobias Ritschel, Oliver Wang, Niloy J. Mitra

  3DV 2022

  [webpage]

  creativeAI

  shape acquisition and abstraction

• ReLU Fields: The Little Non-linearity That Could

  Animesh Karnewar, Tobias Ritschel, Oliver Wang, Niloy J. Mitra

  SIGGRAPH 2022

  [webpage]

  [code]

  [paper]

  creativeAI

• Free2CAD: Parsing Freehand Drawings Into CAD Commands

  Changjian Li, Hao Pan, Adrien Bousseau, Niloy J. Mitra

  SIGGRAPH 2022

  Honorable Mention Best Paper Award

  [webpage]

  [paper]

  [code]

  [video]

  shape analysis

  creativeAI

  shape acquisition and abstraction

  structure-aware geometry processing

• MatFormer: A Generative Model for Procedural Materials

  Paul Guerrero, Miloš Hašan, Kalyan Sunkavalli, Radomír Měch, Tamy Boubekeur, Niloy J. Mitra

  SIGGRAPH 2022

  [webpage]

  [paper]

  creativeAI

• CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions

  Rameen Abdal, Peihao Zhu, John Femiani, Niloy J. Mitra, Peter Wonka

  SIGGRAPH 2022

  Selected for lab demo

  [webpage]

  [code]

  [paper]

  creativeAI

• GLASS: Geometric Latent Augmentation for Shape Spaces

  Sanjeev Muralikrishnan, Siddhartha Chaudhuri, Noam Aigerman, Vladimir Kim, Matthew Fisher, Niloy J. Mitra

  CVPR 2022

  [webpage]

  [code]

  [paper]

  creativeAI

• Neural Convolutional Surfaces

  Luca Morreale, Noam Aigerman, Paul Guerrero, Vladimir Kim, Niloy J. Mitra

  CVPR 2022

  [paper]

  [webpage]

  [code]

  shape analysis

• InsetGAN for Full-Body Image Generation

  Anna Frühstück, Krishna Kumar Singh, Eli Shechtman, Niloy J. Mitra, Peter Wonka, and Jingwan (Cynthia) Lu

  CVPR 2022

  [webpage]

  creativeAI

• ShapeFormer: Transformer-based Shape Completion via Sparse Representation

  Xingguang Yan, Liqiang Lin, Niloy J. Mitra, Dani Lischinski, Danny Cohen-Or, Hui Huang

  CVPR 2022

  [paper]

  [code]

  [webpage]

  shape analysis

  creativeAI

• MoCo-Flow: Neural Motion Consensus Flow for Dynamic Humans in Stationary Monocular Cameras

  Xuelin Chen, Weiyu Li, Daniel Cohen-Or, Niloy J. Mitra, Baoquan Chen

  Eurographics 2022

  [paper]

  [webpage]

  creativeAI

• Z2P: Instant Rendering of Point Clouds

  Gal Metzer, Rana Hanocka, Raja Giryes, Niloy J. Mitra, Daniel Cohen-Or

  Eurographics 2022

  [paper]

  shape analysis

  creativeAI

2021

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

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

  International Conference on 3D Vision 2021

  Selected for Oral presentation main conference
  

  [paper]

  [webpage]

  creativeAI

• Softmesh: Learning Probabilistic Mesh Connectivity via Image Supervision

  Eric-Tuan Lê, Niloy J. Mitra, Iasonas Kokkinos

  International Conference on 3D Vision 2021

  [paper]

  creativeAI

• A Multi-Implicit Neural Representation for Fonts

  Pradyumna Reddy, Zhifei Zhang, Matthew Fisher, Hailin Jin, Zhaowen Wang, Niloy J. Mitra

  NeurIPS 2021

  [paper]

  [webpage]

  [code]

  shape analysis

  structure-aware geometry processing

• SketchGen: Generating Constrained CAD Sketches

  Wamiq Reyaz Para, Shariq Farooq Bhat, Paul Guerrero, Tom Kelly, Niloy Mitra, Leonidas Guibas, Peter Wonka

  NeurIPS 2021

  [paper]

  [webpage]

  shape analysis

  structure-aware geometry processing

• Dynamic Neural Garments

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

  Siggraph Asia 2021

  [webpage]

  creativeAI

• Generative Modelling of BRDF Textures from Flash Images

  Philipp Henzler, Valentin Deschaintre, Niloy J. Mitra, Tobias Ritschel

  Siggraph Asia 2021

  [paper]

  [webpage]

  [code]

  creativeAI

• Differentiable Surface Triangulation

  Marie-Julie Rakotosaona, Paul Guerrero, Noam Aigerman, Niloy, Maks Ovsjanikov

  Siggraph Asia 2021

  [paper]

  [webpage]

  shape analysis

• 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

  [webpage]

  creativeAI

• Labels4Free: Unsupervised Segmentation using StyleGAN

  Rameen Abdal, Peihao Zhu, Niloy J. Mitra, Peter Wonka

  ICCV 2021

  [paper]

  [webpage]

  creativeAI

• Inverse Graphics via Simulation-driven Learning

  Carlo Innamorati

  PhD thesis 2021

  [pdf]

  creativeAI

• ShapeMOD: Macro Operation Discovery for 3D Shape Programs

  Kenny Jones, David Charatan, Paul Guerrero, Niloy J. Mitra, Daniel Ritchie

  SIGGRAPH 2021

  shape analysis

  structure-aware geometry processing

• Im2Vec: Synthesizing Vector Graphics without Vector Supervision

  Pradyumna Reddy, Michael Gharbi, Michal Lukac, Niloy J. Mitra

  CVPR 2021

  Selected for Oral presentation main conference
  Selected for Oral presentation SketchDL workshop
  

  [paper]

  [webpage]

  [code]

  creativeAI

• Neural Surface Maps

  Luca Morreale, Noam Aigerman, Vladimir Kim, Niloy J. Mitra

  CVPR 2021

  [paper]

  [webpage]

  [code]

  shape analysis

• Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences

  Norman Müller, Yu-Shiang Wong, Niloy J. Mitra, Angela Dai, Matthias Nießner

  CVPR 2021

  [paper]

  [webpage]

  creativeAI

• Learning Delaunay Surface Elements for Mesh Reconstruction

  Marie-Julie Rakotosaona, Paul Guerrero, Noam Aigerman, Niloy J. Mitra , Maks Ovsjanikov

  CVPR 2021

  Selected for Oral presentation

  [paper]

  creativeAI

• Point2Skeleton: Learning Skeletal Representations from Point Clouds

  Cheng Lin, Changjian Li, Yuan Liu, Nenglun Chen, Yi-King Choi, Wenping Wang

  CVPR 2021

  Selected for Oral presentation
  Best Paper Candidate
  

  [paper]

  [webpage]

  [code]

  creativeAI

• StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows

  Rameen Abdal, Peihao Zhu, Niloy J. Mitra, Peter Wonka

  ACM TOG 2021

  [paper]

  [webpage]

  [video]

  [code]

  creativeAI

• RigidFusion: RGB-D Scene Reconstruction with Rigidly-moving Objects

  Yu-Shiang Wong, Changjian Li, Matthias Niessner, Niloy J. Mitra

  Eurographics 2021

  [paper]

  [webpage]

  shape acquisition and abstraction

• Deep Detail Enhancement for Any Garment

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

  Eurographics 2021

  Honorable Mention Best Paper Award

  [paper]

  [webpage]

  [video]

  creativeAI

• Neural Graphics Pipeline for Controllable Image Generation

  Xuelin Chen, Daniel Cohen-Or, Baoquan Chen, Niloy J. Mitra

  Eurographics 2021

  [paper]

  [webpage]

  creativeAI

• Walk2Map: Extracting Floor Plans from Indoor Walk Trajectories

  Claudio Mura, Renato Pajarola, Konrad Schindler, Niloy J. Mitra

  Eurographics 2021

  [paper]

  creativeAI

2020

• Crafting Chaos: Computational Design of Contraptions with Complex Behaviour

  Robin Roussel

  PhD thesis 2020

  [pdf]

  creativeAI

• BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images

  Thu Nguyen-Phuoc, Christian Richardt, Long Mai, Yong-Liang Yang, Niloy Mitra

  NeurIPS 2020

  [paper]

  [webpage]

  [video]

  creativeAI

• RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces

  Sébastien Ehrhardt*, Oliver Groth*, Aron Monszpart, Martin Engelcke, Ingmar Posner, Niloy J. Mitra, Andrea Vedaldi

  NeurIPS 2020

  [paper]

  [webpage]

  shape acquisition and abstraction

• Discovering Pattern Structure Using Differentiable Compositing

  Pradyumna Reddy, Paul Guerrero, Matt Fisher, Wilmot Li, Niloy J. Mitra

  Siggraph Asia 2020

  [paper]

  [webpage]

  [video]

  [code]

  creativeAI

• Sketch2CAD: Sequential CAD Modeling by Sketching in Context

  Changjian Li, Hao Pan, Adrien Bousseau, Niloy J. Mitra

  Siggraph Asia 2020

  [paper]

  [webpage]

  [video]

  [code]

  creativeAI

• ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis

  R. Kenny Jones, Kai Wang, Theresa Barton, Xianghao Xu, Ellen Jiang, Paul Guerrero, Niloy Mitra, Daniel Ritchie

  Siggraph Asia 2020

  [paper]

  [webpage]

  creativeAI

• DeformSyncNet: Deformation Transfer via Synchronized Shape Deformation Spaces

  Minhyuk Sung, Zhenyu Jiang, Panos Achlioptas, Niloy J. Mitra, Leonidas Guibas

  Siggraph Asia 2020

  [paper]

  [webpage]

  creativeAI

• Point2Surf: Learning Implicit Surfaces from Point Cloud Patches

  Philipp Erler, Paul Guerrero, Stefan Ohrhallinger, Michael Wimmer, Niloy J. Mitra

  ECCV 2020

  Selected as a Spotlight

  [paper]

  [webpage]

  shape analysis

  shape acquisition and abstraction

• Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images

  Jiahui Lei, Srinath Sridhar, Paul Guerrero, Minhyuk Sung, Niloy J. Mitra, Leonidas Guibas

  ECCV 2020

  [paper]

  [webpage]

  shape analysis

  shape acquisition and abstraction

  structure-aware geometry processing

• How does Lipschitz Regularization Influence GAN Training?

  Yipeng Qin, Niloy J. Mitra, Peter Wonka

  ECCV 2020

  [paper]

  [webpage]

  creativeAI

• StructEdit: Learning Structural Shape Variations

  Kaichun Mo*, Paul Guerrero*, Li Yi, Hao Su, Peter Wonka, Niloy J. Mitra, Leonidas Guibas

  CVPR 2020

  [paper]

  [webpage]

  [code]

  creativeAI

• Learning a Neural 3D Texture Space from 2D Exemplars

  Philipp Henzler, Niloy J. Mitra, Tobias Ritschel

  CVPR 2020

  [paper]

  [webpage]

  [code]

  [trained_models]

  creativeAI

• Going Deeper with Point Networks

  Eric-Tuan Le, Iasonas Kokkinos, Niloy J. Mitra

  CVPR 2020

  [paper]

  [webpage]

  [code]

  creativeAI

• Computational Design and Optimization of Non-circular Gears

  Hao Xu, Tianwen Fu, Peng Song, Chi-Wing Fu, Mingjun Zhou, Niloy J. Mitra

  Eurographics 2020

  [paper]

  shape analysis

  structure-aware geometry processing

• Unpaired Point Cloud Completion on Real Scans using Adversarial Training

  Xuelin Chen, Baoquan Chen, Niloy J. Mitra

  ICLR 2020

  [paper]

  [code]

  creativeAI

2019

• StructureNet: Hierarchical Graph Networks for 3D Shape Generation

  Kaichun Mo*, Paul Guerrero*, Li Yi, Hao Su, Peter Wonka, Niloy J. Mitra, Leonidas Guibas

  SIGGRAPH Asia 2019

  [paper]

  [webpage]

  [code]

  creativeAI

• Learning an intrinsic garment space for interactive authoring of garment animation

  Tuanfeng Y. Wang, Tianjia Shao, Kai Fu, Niloy J. Mitra

  SIGGRAPH Asia 2019

  [paper]

  [webpage]

  [code]

  creativeAI

• Neural Re-Simulation for Generating Bounces in Single Images

  Carlo Innamorati, Bryan Russell, Danny Kaufman, Niloy J. Mitra

  ICCV 2019

  [paper]

  [webpage]

  creativeAI

• Escaping Plato's Cave: 3D Shape From Adversarial Rendering

  Philipp Henzler, Niloy J. Mitra, Tobias Ritschel

  ICCV 2019

  [paper]

  [webpage]

  [code]

  [poster]

  creativeAI

• Learning on the Edge: Investigating Boundary Filters in CNNs

  Carlo Innamorati, Tobias Ritschel, Tim Weyrich, Niloy J. Mitra

  IJCV 2019

  [paper]

  [webpage]

  creativeAI

• CreativeAI: Deep Learning for Computer Graphics

  Niloy Mitra, Iasonas Kokkinos, Paul Guerrero, Nils Thuerey, Vladimir Kim, Leonidas Guibas

  Course at SIGGRAPH 2019

  [webpage]

  [code]

  creativeAI

• iMapper: Interaction-guided Scene Mapping from Monocular Videos

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

  SIGGRAPH 2019

  [webpage]

  [paper]

  [code]

  [video]

  [slides]

  [data]

  creativeAI

• Designing Chain Reaction Contraptions from Causal Graphs

  Robin Roussel, Marie-Paule Cani, Jean-Claude Léon, Niloy J. Mitra

  SIGGRAPH 2019

  Invited to VIS 2019 for Oral presentation

  [webpage]

  [paper]

  [video]

  [code]

  [slides]

  creativeAI

• Taking Visual Motion Prediction To New Heightfields

  Sébastien Ehrhardt, Aron Monszpart, Niloy J. Mitra, Andrea Vedaldi

  CVIU 2019

  [webpage]

  [paper]

  [video]

  shape acquisition and abstraction

• PointCleanNet: Learning to Denoise and Remove Outliersfrom Dense Point Clouds

  Marie-Julie Rakotosaona*, Vittorio La Barbera*, Paul Guerrero, Niloy J. Mitra, Maks Ovsjanikov

  Computer Graphics Forum 2019

  [webpage]

  [paper]

  [code]

  creativeAI

  shape acquisition and abstraction

• CreativeAI: Deep Learning for Computer Graphics

  Michael Bronstein, Leonidas Guibas, Iasonas Kokkinos, Or Litany, Niloy Mitra, Federico Monti, Emanuele Rodolà

  Tutorial at Eurographics 2019

  [webpage]

  [code]

  creativeAI

• String-Based Synthesis of Structured Shapes

  Javor Kalojanov, Isaak Lim, Niloy J. Mitra, Leif Kobbelt

  EUROGRAPHICS 2019

  [webpage]

  creativeAI

2018

• Generating High-quality 3D Assetsfrom Easy-to-access 2D content

  Tuanfeng Y. Wang

  PhD Thesis 2018

  [pdf]

  creativeAI

• Unsupervised Intuitive Physics from Visual Observations

  Sébastien Ehrhardt, Aron Monszpart, Niloy J. Mitra, Andrea Vedaldi

  ACCV 2018

  [webpage]

  [paper]

  [data]

  [poster]

  shape acquisition and abstraction

• CreativeAI: Deep Learning for Computer Graphics

  Niloy J. Mitra, Iasonas Kokkinos, Paul Guerrero, Nils Thuerey, Tobias Ritschel

  Course at SIGGRAPH Asia 2018

  [webpage]

  [code]

  creativeAI

• FrankenGAN: Guided Detail Synthesis for Building Mass Models Using Style-Synchonized GANs

  Tom Kelly*, Paul Guerrero*, Anthony Steed, Peter Wonka^, Niloy J. Mitra^

  SIGGRAPH Asia 2018

  [webpage]

  [paper]

  [video]

  [code]

  creativeAI

• Learning a Shared Shape Space for Multimodal Garment Design

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

  SIGGRAPH Asia 2018

  [webpage]

  [paper]

  [video]

  creativeAI

• CurveFusion: Reconstructing Thin Structures from RGBD Sequences

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

  SIGGRAPH Asia 2018

  [webpage]

  [paper]

  [code]

  [data]

  shape acquisition and abstraction

• Learning on the Edge: Explicit Boundary Handling in CNNs

  Carlo Innamorati, Tobias Ritschel, Tim Weyrich, Niloy J. Mitra

  BMVC 2018

  Selected for Oral presentation
  Best Paper Award Honorable Mention
  

  [webpage]

  [paper]

  [slides]

  [supplementary]

  [code]

  creativeAI

• SeeThrough: Finding Chairs in Heavily Occluded Indoor Scene Images

  Moos Hueting, Pradyumna Reddy, Ersin Yumer, Vladimir G. Kim, Nathan Carr, Niloy J. Mitra

  3DV 2018

  Selected for Oral presentation

  [webpage]

  [paper]

  [slides]

  [supplementary]

  [code]

  shape analysis

  shape acquisition and abstraction

• Joint Material and Illumination Estimation from Photo Sets in the Wild

  Tuanfeng Y. Wang, Tobias Ritschel, Niloy J. Mitra

  3DV 2018

  Selected for Oral presentation

  [webpage]

  [paper]

  [supplementary]

  [slides]

  [video]

  [data]

  [code]

  shape analysis

  creativeAI

• Exploratory Design of Mechanical Devices with Motion Constraints

  Robin Roussel, Marie-Paule Cani, Jean-Claude Léon, Niloy J. Mitra

  Computer & Graphics 2018

  [webpage]

  [paper]

  creativeAI

• Deep Learning for Graphics

  Niloy J. Mitra, Iasonas Kokkinos, Paul Guerrero, Vladimir Kim, Kostas Rematas, Tobias Ritschel

  EUROGRAPHICS 2018

  [webpage]

  shape analysis

• Assistive Visual Content Creation Tools Via Multimodal Correlation Analysis

  James W. Hennessey

  EngD Thesis 2018

  [pdf]

  creativeAI

• PCPNET: Learning Local Shape Properties from Raw Point Clouds

  Paul Guerrero, Yanir Kleiman, Maks Ovsjanikov, Niloy J. Mitra

  Eurographics 2018

  [webpage]

  [paper]

  [code]

  [data]

  [slides]

  shape analysis

• Recovering Functional Mechanical Assemblies from Raw Scans

  Minmin Lin, Tianjia Shao, Youyi Zheng, Niloy J. Mitra, Kun Zhou

  IEEE TVCG 2018

  [paper]

  shape acquisition and abstraction

  structure-aware geometry processing

• DepthCut: Improved Depth Edge Estimation Using Multiple Unreliable Channels

  Paul Guerrero, Holger Winnemöller, Wilmot Li, Niloy J. Mitra

  CGI 2018

  [webpage]

  [paper]

  [supplementary]

  creativeAI

2017

• Taking Visual Motion Prediction To New Heightfields

  Sébastien Ehrhardt, Aron Monszpart, Niloy J. Mitra, Andrea Vedaldi

  arXiv 2017

  [webpage]

  [paper]

  [video]

  shape acquisition and abstraction

• Cross-Dimensional Analysis for Improved Scene Understanding

  Moos Hueting

  Ph.D. thesis 2017

  [pdf]

  shape analysis

• Transferring Image-based Edits for Multi-Channel Compositing

  James W. Hennessey, Wilmot Li, Bryan Russell, Eli Shechtman, Niloy J. Mitra

  SIGGRAPH Asia 2017

  [webpage]

  [paper]

  [video]

  [code]

  [supplementary]

  [slides]

  creativeAI

• BigSUR: Large-scale Structured Urban Reconstruction

  Tom Kelly, John Femiani, Peter Wonka, Niloy J. Mitra

  SIGGRAPH Asia 2017

  [webpage]

  [paper]

  [video]

  [code]

  [supplementary]

  [slides]

  [in the press]

  shape acquisition and abstraction

• Computational Design of Wind-up Toys

  Peng Song, Xiaofei Wang, Xiao Tang, Chi-Wing Fu, Hongfei Xu, Ligang Liu, Niloy J. Mitra

  SIGGRAPH Asia 2017

  Featured ACM SIGGRAPH Press Release

  [webpage]

  [press release]

  [paper]

  [video]

  [code]

  [slides]

  creativeAI

• Towards Zero-Waste Furniture Design

  Bongjin Koo*, Jean Hergel*, Sylvain Lefebvre, Niloy J. Mitra

  TVCG 2017

  [webpage]

  [paper]

  [video]

  creativeAI

• Decomposing Single Images for Layered Photo Retouching

  Carlo Innamorati, Tobias Ritschel, Tim Weyrich, Niloy J. Mitra

  Eurographics Symposium on Rendering 2017

  [webpage]

  [paper]

  [video]

  [code]

  [supplementary]

  [slides]

  creativeAI

• Image-based Reconstruction of Wire Art

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

  SIGGRAPH 2017

  Featured ACM SIGGRAPH Press Release

  [webpage]

  [press release]

  [paper]

  [video]

  [code]

  [slides]

  shape acquisition and abstraction

• String-Actuated Curved Folded Surfaces

  Martin Kilian, Aron Monszpart, Niloy J. Mitra

  ACM TOG (presented at SIGGRAPH 2017) 2017

  [webpage]

  [fast forward]

  [paper]

  [video]

  [supplementary]

  [slides]

  structure-aware geometry processing

• SPIROU: Constrained Exploration for Mechanical Motion Design

  Robin Roussel, Marie-Paule Cani, Jean-Claude Léon, Niloy J. Mitra

  Symposium on Computational Fabrication 2017

  [webpage]

  [paper]

  [video]

  [supplementary]

  [slides]

  [code]

  creativeAI

• On Realism of Architectural Procedural Models

  Jan Beneš, Tom Kelly, Filip Děchtěrenko, Jaroslav Křivánek, Pascal Müller

  Eurographics 2017

  [webpage]

  [paper]

  [video]

  creativeAI

• How2Sketch: Generating Easy-To-Follow Tutorials for Sketching 3D Objects

  James W. Hennessey, Han Liu, Holger Winnemöller, Mira Dontcheva, Niloy J. Mitra

  i3D 2017

  [webpage]

  [paper]

  [video]

  [code]

  [tutorials]

  [two minute papers feature]

  creativeAI

  structure-aware geometry processing

2016

• Computational Fabrication Guided by Function and Material Usage

  Bongjin Koo

  Ph.D. thesis 2016

  [pdf]

  creativeAI

  structure-aware geometry processing

• Scene Structure Inference through Scene Map Estimation

  Moos Hueting, Viorica Pătrăucean, Maks Ovsjanikov, Niloy J. Mitra

  VMV 2016

  [webpage]

  [paper]

  [code]

  [slides]

  shape analysis

  shape acquisition and abstraction

• Data-Driven Shape Analysis and Processing

  Kai Xu, Vladimir G. Kim, Qixing Huang, Niloy J. Mitra, Evangelos Kalogerakis

  SIGGRAPH Asia 2016

  [webpage]

  [course notes]

  shape analysis

• Unsupervised Texture Transfer from Images to Model Collections

  Tuanfeng Wang, Hao Su, Qixing Huang, Jingwei Huang, Leonidas Guibas, Niloy J. Mitra

  SIGGRAPH Asia 2016

  [webpage]

  [paper]

  [additional material]

  [code]

  [slides (soon)]

  creativeAI

• SMASH: Physics-guided Reconstruction of Collisions from Videos

  Aron Monszpart, Nils Thuerey, Niloy J. Mitra

  SIGGRAPH Asia 2016

  [webpage]

  [paper]

  [video]

  [fast forward]

  [code]

  [data]

  shape acquisition and abstraction

• Relationship Templates for Creating Scene Variations

  Xi Zhao, Ruizhen Hu, Paul Guerrero, Niloy J. Mitra, Taku Komura

  SIGGRAPH Asia 2016

  [webpage]

  [paper]

  [additional material]

  [data (soon)]

  [slides (soon)]

  creativeAI

  structure-aware geometry processing

• Learning Semantic Deformation Flows with 3D Convolutional Networks

  M. Ersin Yumer, Niloy J. Mitra

  ECCV 2016

  [webpage]

  [paper]

  [additional material]

  creativeAI

• PATEX: Exploring Pattern Variations

  Paul Guerrero, Gilbert Bernstein, Wilmot Li, Niloy J. Mitra

  SIGGRAPH 2016

  [webpage]

  [paper]

  [video]

  [code]

  [data]

  [additional material]

  [slides]

  shape analysis

  creativeAI

• Computational Network Design from Functional Specifications

  Chi-han Peng, Yongliang Yang, Fan Bao, Daniel Fink, Dongming Yan, Peter Wonka, Niloy J. Mitra

  SIGGRAPH 2016

  [webpage]

  [paper]

  [slides]

  creativeAI

  structure-aware geometry processing

• Spectral Style Transfer for Human Motion between Independent Actions

  M. Ersin Yumer, Niloy J. Mitra

  SIGGRAPH 2016

  [webpage]

  [paper]

  [video]

  [additional material]

  [slides]

  creativeAI

• RAID: A Relation-Augmented Image Descriptor

  Paul Guerrero, Niloy J. Mitra, Peter Wonka

  SIGGRAPH 2016

  [webpage]

  [paper]

  [video]

  [code]

  [data]

  [additional material]

  [slides]

  shape analysis

  structure-aware geometry processing

• SmartCanvas: Context-inferred Interpretation of Sketches for Preparatory Design Studies

  Youyi Zheng*, Han Liu*, Julie Dorsey, Niloy J. Mitra

  Eurographics 2016

  [webpage]

  [paper]

  [video]

  [demo / data]

  [code]

  creativeAI

• Interactive Videos: Plausible Video Editing using Sparse Structure Points

  Chai Sheng Chang, Hung-Kuo Chu, Niloy J. Mitra

  Eurographics 2016

  [webpage]

  [paper]

  [video]

  [code]

  [data]

  creativeAI

• Discovering Structured Variations via Template Matching

  Duygu Ceylan*, Minh Dang*, Niloy J. Mitra, Boris Neubert, Mark Pauly

  Computer Graphics Forum 2016

  [webpage]

  [video]

  [paper]

  shape analysis

• Open3D: Crowd-Sourced Distributed Curation of City Models

  Zhihan Lu, Paul Guerrero, Niloy J. Mitra, Anthony Steed

  Web3D 2016

  [webpage]

  [video]

  [paper]

  [slides]

  shape acquisition and abstraction

2015

• CrossLink: Joint Understanding of Image and 3D Model Collections through Shape and Camera Pose Variations

  Moos Hueting, Maks Ovsjanikov, Niloy J. Mitra

  Siggraph Asia 2015

  [webpage]

  [pdf]

  [code]

  shape analysis

• RAPter: Rebuilding Man-made Scenes with Regular Arrangements of Planes

  Aron Monszpart, Nicolas Mellado, Gabriel J. Brostow, Niloy J. Mitra

  Siggraph 2015

  [webpage]

  [pdf]

  [code]

  [data]

  [slides]

  shape acquisition and abstraction

• Guided Exploration of Physically Valid Shapes for Furniture Design

  Nobuyuki Umetani, Takeo Igarashi, Niloy J. Mitra

  Communications of the ACM 2015

  Communications of the ACM Research Highlight

  [article]

  [technical perspective]

  [original webpage]

  [pdf]

  [code / data]

  shape analysis

• Data-driven Modelling of Shape Structure

  Melinos Averkiou

  PhD Thesis 2015

  [pdf]

  [appendices]

  shape analysis

  structure-aware geometry processing

• Object Proposals Estimation in Depth Images Using Compact 3D Shape Manifolds (Oral)

  Shuai Zheng, Victor Adrian Prisacariu, Melinos Averkiou, Ming-Ming Cheng, Niloy J. Mitra, Jamie Shotton, Philip HS Torr, Carsten Rother

  GCPR 2015

  [pdf]

  [slides]

  shape analysis

• Autocorrelation Descriptor for Efficient Co-alignment of 3D Shape Collections

  Melinos Averkiou, Vladimir G. Kim, Niloy J. Mitra

  Computer Graphics Forum 2015

  [webpage]

  [pdf]

  [code]

  [slides]

  shape analysis

• Reforming Shapes for Material-aware Fabrication

  Yongliang Yang, Jun Wang, Niloy J. Mitra

  Symposium on Geometry Processing 2015

  [webpage]

  [pdf]

  [code]

  structure-aware geometry processing

• An Image Degradation Model for Depth-augmented Image Editing

  James W. Hennessey, Niloy J. Mitra

  Symposium on Geometry Processing 2015

  [webpage]

  [pdf]

  [slides]

  creativeAI

• Dynamic SfM: Detecting Scene Changes from Image Pairs

  Tuanfeng Y. Wang, Pushmeet Kohli, Niloy J. Mitra

  Symposium on Geometry Processing 2015

  [webpage]

  [pdf]

  [slides]

  [code]

  shape acquisition and abstraction

• A Sampler of Useful Computational Tools for Applied Geometry, Computer Graphics, and Image Processing

  Daniel Cohen-Or, Chen Greif, Tao Ju, Niloy J. Mitra, Ariel Shamir, Olga Sorkine-Hornung, Hao (Richard) Zhang

  A K Peters / CRC Press 2015

  [Amazon (UK)]

  [Amazon (US)]

  shape analysis

• Ergonomics-inspired Geometric Exploration and Reshaping of Model Collections

  Youyi Zheng, Han Liu, Julie Dorsey, Niloy J. Mitra

  IEEE Transactions on Visualization and Computer Graphics 2015

  [webpage]

  [pdf]

  shape analysis

  structure-aware geometry processing

• Fast Wavefront Propagation (FWP) for Computing Exact Geodesic Distances on Meshes

  Chunxu Xu, Tuanfeng Y. Wang, Yong-Jin Liu, Ligang Liu, and Ying He

  Transactions on Visualization and Computer Graphics 2015

  [pdf]

  [code]

  shape analysis

• Replaceable Substructures for Efficient Part-Based Modeling

  Han Liu, Ulysse Vimont, Michael Wand, Marie-Paule Cani, Stefanie Hahmann, Damien Rohmer, Niloy J. Mitra

  Eurographics 2015

  [webpage]

  [pdf]

  [video]

  [code]

  shape analysis

  structure-aware geometry processing

• SmartAnnotator: An Interactive Tool for Annotating Indoor RGBD Images

  Yu-Shiang Wong, Hung-Kuo Chu, Niloy J. Mitra

  Eurographics 2015

  [webpage]

  [pdf]

  [video]

  [code]

  [demo]

  creativeAI

2014

• Imagining the Unseen: Stability-based Cuboid Arrangements for Scene Understanding

  Tianjia Shao*, Aron Monszpart*, Youyi Zheng, Bongjin Koo, Weiwei Xu, Kun Zhou, Niloy J. Mitra

  Siggraph Asia 2014

  [webpage]

  [pdf]

  [video]

  [data]

  [code]

  shape acquisition and abstraction

• Creating Works-Like Prototypes of Mechanical Objects

  Bongjin Koo, Wilmot Li, JiaXian Yao, Maneesh Agrawala, Niloy J. Mitra

  Siggraph Asia 2014

  [webpage]

  [pdf]

  [video]

  [slides]

  creativeAI

  structure-aware geometry processing

• Creating Consistent Scene Graphs Using a Probabilistic Grammar

  Tianqiang Liu, Siddhartha Chaudhuri, Vladimir Kim, Qi-Xing Huang, Niloy J. Mitra, Thomas Funkhouser

  Siggraph Asia 2014

  [webpage]

  [code]

  [data]

  structure-aware geometry processing

• MCGraph: Multi-Criterion Representation for Scene Understanding

  Moos Hueting, Aron Monszpart, Nicolas Mellado

  Siggraph Asia 2014 Workshop on Indoor Scene Understanding 2014

  [webpage]

  [data]

  [slides]

  shape analysis

• Adaptive multi-scale analysis for point-based surface editing

  Georges Nader, Gael Guennebaud, Nicolas Mellado

  Pacific Graphics 2014

  [webpage]

  [pdf]

  [slides]

  shape analysis

• Computational Design and Construction of Notch-free Reciprocal Frame Structures

  Nicolas Mellado, Peng Song, Xiaoqi Yan, Chi-Wing Fu, Niloy J. Mitra

  Advances in Architectural Geometry 2014

  [webpage]

  [pdf]

  [video]

  [data]

  shape analysis

  structure-aware geometry processing

• Super 4PCS: Fast Global Pointcloud Registration via Smart Indexing

  Nicolas Mellado, Dror Aiger, Niloy J. Mitra

  Symposium on Geometry Processing 2014

  SGP2014 Best Paper Award
  SGP2017 Software Award
  

  [webpage]

  [code]

  [slides]

  [data]

  [pdf]

  [video]

  shape acquisition and abstraction

• What Makes London Work Like London?

  Sawsan AlHalawani, Yong-Liang Yang, Peter Wonka, Niloy J. Mitra

  Symposium on Geometry Processing 2014

  [webpage]

  [pdf]

  [slides]

  [code / data]

  shape analysis

• Metarepresentation of Shape Families

  Noa Fish*, Melinos Averkiou*, Oliver van Kaick, Olga Sorkine-Hornung, Daniel Cohen-Or, Niloy J. Mitra

  SIGGRAPH 2014

  [webpage]

  [pdf]

  [video]

  [code/data]

  shape analysis

• Estimating Image Depth Using Shape Collections

  Hao Su, Qixing Huang, Niloy J. Mitra, Yangyan Li, Leonidas Guibas

  SIGGRAPH 2014

  [webpage]

  [pdf]

  [video]

  [code/data]

  shape acquisition and abstraction

• Near-Regular Structure Discovery Using Linear Programming

  Qixing Huang, Leonidas Guibas, Niloy J. Mitra

  ACM TOG (presented at SIGGRAPH 2014) 2014

  [webpage]

  [pdf]

  shape analysis

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

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

  ACM TOG (presented at SIGGRAPH 2014) 2014

  [webpage]

  [pdf]

  [code/demo]

  [video]

  shape acquisition and abstraction

• Structure-Aware Shape Processing Course

  Niloy J. Mitra, Michael Wand, Hao Zhang, Daniel Cohen-Or, Vladimir Kim, Qi-Xing Huang

  SIGGRAPH 2014

  [webpage]

  [slides]

  structure-aware geometry processing

• Global Contrast Based Salient Region Detection

  Ming-Ming Cheng, Niloy J. Mitra, Xiaolei Huang, Philip Torr, Shi-Min Hu

  IEEE PAMI 2014

  [webpage]

  [pdf]

  [code/demo]

  shape analysis

• A Study of Image Colourfulness

  Cristina Amati, Niloy J. Mitra, Tim Weyrich

  Expressive 2014

  [webpage]

  [pdf]

  creativeAI

• The Revealing Flashlight: Interactive spatial augmented reality for detail exploration of cultural heritage artifacts

  Brett Ridel, Patrick Reuter, Jeremy Laviole, Nicolas Mellado, Xavier Granier, Nadine Couture

  ACM Journal on Computing and Cultural Heritage, Interacting with the past 2014

  [pdf]

  [webpage]

  creativeAI

• ImageSpirit: Verbal Guided Image Parsing

  Ming-Ming Cheng, Shuai Zheng, Wen-Yan Lin, Vibhav Vineet, Paul Sturgess, Nigel Crook, Niloy J. Mitra, Philip Torr

  ACM TOG (to be presented at SIGGRAPH 2015) 2014

  [webpage]

  [pdf]

  [code/demo]

  creativeAI

• ShapeSynth: Parameterizing Model Collections for Coupled Shape Exploration and Synthesis

  Melinos Averkiou, Vladimir Kim, Youyi Zheng, Niloy J. Mitra

  Eurographics 2014

  [video]

  [webpage]

  [pdf]

  [source]

  [data]

  [big data]

  shape analysis

  structure-aware geometry processing

• Recurring Part Arrangements in Shape Collections

  Youyi Zheng, Daniel Cohen-Or, Melinos Averkiou, Niloy J. Mitra

  Eurographics 2014

  Honorable Mention Best Paper Award

  [video]

  [webpage]

  [pdf]

  [slides]

  [code/data]

  structure-aware geometry processing

• 3D Timeline: Reverse Engineering of a Part-based Provenance from Consecutive 3D Models

  Jozef Dobos, Niloy J. Mitra, Anthony Steed

  Eurographics 2014

  [video]

  [webpage]

  [pdf]

  [supplementary]

  shape analysis

2013

• Structure-Aware Shape Processing

  Niloy J. Mitra, Michael Wand, Hao Zhang, Daniel Cohen-Or, Vladimir Kim, Qi-Xing Huang

  Courses Siggraph Asia 2013

  [slides]

  [notes]

  structure-aware geometry processing

• Halftone QR Codes

  Hung-Kuo Chu, Chia-Sheng Chang, Ruen-Rone Lee, Niloy J. Mitra

  Siggraph Asia 2013

  [make your own QR]

  [webpage]

  [QR demo]

  [video]

  [pdf]

  creativeAI

• Analyzing Growing Plants from 4D Point Cloud Data

  Yangyan Li, Xiaochen Fan, Niloy J. Mitra, Daniel Chamovitz, Daniel Cohen-Or, Baoquan Chen

  Siggraph Asia 2013

  [webpage]

  [pdf]

  [video]

  [data]

  shape analysis

• Designing and Fabricating Mechanical Automata from Mocap Sequences

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

  Siggraph Asia 2013

  [webpage]

  [pdf]

  [code/demo]

  [video]

  creativeAI

• Surface Perception of Planar Abstractions

  James McCrae, Niloy J. Mitra, Karan Singh

  ACM TAP 2013

  [webpage]

  [pdf]

  [code/demo]

  [video]

  creativeAI

• Guided Real-Time Scanning of Indoor Objects

  Young Min Kim, Niloy J. Mitra, Qixing Huang, Leonidas Guibas

  Pacific Graphics 2013

  [webpage]

  [pdf]

  [video]

  shape acquisition and abstraction

• Sketch-to-Design: Context-based Part Assembly

  Xiaohua Xie, Kai Xu, Niloy J. Mitra, Daniel Cohen-Or, Qi Su, Wenyong Gong, Baoquan Chen

  Computer Graphics Forum 2013

  [webpage]

  [pdf]

  [code/demo]

  [video]

  creativeAI

• SalientShape: Group Saliency in Image Collections

  Ming-Ming Cheng, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu

  The Visual Computer 2013

  [webpage]

  shape analysis

• Interpreting Concept Sketches

  Tianjia Shao, Wilmot Li, Kun Zhou, Weiwei Xu, Baining Guo, Niloy J. Mitra

  SIGGRAPH 2013

  [webpage]

  [pdf]

  [code/demo]

  [video]

  shape analysis

• Generating and Exploring Good Building Layouts

  Fan Bao, Dongming Yan, Niloy J. Mitra, Peter Wonka

  SIGGRAPH 2013

  [webpage]

  [pdf]

  [code/demo]

  [video]

  creativeAI

• Learning Part-based Templates from Large Collections of 3D Shapes

  Vladimir G Kim, Wilmot Li, Niloy J. Mitra, Siddhartha Chaudhuri, Stephen DiVerdi, Thomas Funkhouser

  SIGGRAPH 2013

  [webpage]

  [pdf]

  [code/data]

  shape analysis

• Reciprocal Frame Structures Made Easy

  Peng Song, Chi-Wing Fu, Prashant Goswami, Jianmin Zheng, Niloy J. Mitra, Daniel Cohen-Or

  SIGGRAPH 2013

  [webpage]

  [pdf]

  [video]

  structure-aware geometry processing

• Illustrating How Mechanical Assemblies Work

  Niloy J. Mitra, Yong-Liang Yang, Dong-Ming Yan, Wilmot Li, Maneesh Agrawala

  Communications of the ACM 2013

  Communications of the ACM Research Highlight

  [article]

  [video]

  [technical perspective]

  [original webpage]

  shape analysis

• Constraint-aware Interior Layout Exploration for Precast Concrete-based Buildings

  Han Liu, Yong-Liang Yang, Sawsan AlHalawani, Niloy J. Mitra

  The Visual Computer (Proc. CGI) 2013

  [webpage]

  [pdf]

  [code]

  [demo]

  structure-aware geometry processing

• Structure-Aware Shape Processing

  Niloy J. Mitra, Michael Wand, Hao Zhang, Daniel Cohen-Or, Martin Bokeloh

  EUROGRAPHICS 2013

  [webpage]

  [pdf]

  [slides]

  structure-aware geometry processing

• Smart Variations: Functional Substructures for Part Compatibility

  Youyi Zheng, Daniel Cohen-Or, Niloy J. Mitra

  EUROGRAPHICS 2013

  Shortlisted for the Best Paper Prize

  [code]

  [webpage]

  [win7 demo]

  [slides]

  [video]

  [pdf]

  structure-aware geometry processing

• Interactive Facades: Analysis and Synthesis of Semi-Regular Facades

  Sawsan AlHalawani, Yongliang Yang, Han Liu, Niloy J. Mitra

  EUROGRAPHICS 2013

  [ffwd]

  [webpage]

  [win7 demo]

  [slides]

  [video]

  [pdf]

  structure-aware geometry processing

• Graph Abstraction for Simplified Proofreading of Slice-based Volume Segmentation

  Ronell Sicat, Markus Hadwiger, Niloy J. Mitra

  EUROGRAPHICS 2013

  [webpage]

  [pdf]

  shape analysis

• Symmetry in Shapes: Theory and Practice

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

  EUROGRAPHICS Tutorial 2013

  [webpage]

  shape analysis

• Symmetry in 3D Geometry: Extraction and Applications

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

  CGF 2013

  [EG STAR webpage]

  [pdf]

  shape analysis

2012

• Acquiring 3D Indoor Environments with Variability and Repetition

  Young Min Kim, Niloy J. Mitra, Dongming Yan, Leonidas Guibas

  SIGGRAPH Asia 2012

  [webpage]

  [pdf]

  shape acquisition and abstraction

• Intuitive Design Exploration of Constrained Meshes

  Xin Zhao, Cheng-Cheng Tang, Yong-Liang Yang, Helmut Pottmann, Niloy J. Mitra

  AAG 2012

  [slides]

  [pdf]

  shape analysis

  creativeAI

• Interactive Images: Cuboid Proxies for Smart Image Manipulation

  Youyi Zheng, Xiang Chen, Ming-Ming Cheng, Kun Zhou, Shi-Min Hu, Niloy J. Mitra

  SIGGRAPH 2012

  [webpage]

  [demo(win)]

  [video]

  [pdf]

  [user study]

  [slides © Youyi]

  [code(win)]

  creativeAI

• Guided Exploration of Physically Valid Shapes for Furniture Design

  Nobuyuki Umetani, Takeo Igarashi, Niloy J. Mitra

  SIGGRAPH 2012

  [code]

  [webpage]

  [demo(win/mac)]

  [video]

  [pdf]

  [slides © Nobuyuki]

  structure-aware geometry processing

• Exploring Collections of 3D Models using Fuzzy Correspondences

  Vladimir G Kim, Wilmot Li, Niloy J. Mitra, Stephen DiVerdi, Thomas Funkhouser

  SIGGRAPH 2012

  [webpage]

  [pdf]

  [slides © Kim]

  [code/data]

  [video]

  shape analysis

• Symmetry in 3D Geometry: Extraction and Applications

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

  EUROGRAPHICS 2012

  [webpage]

  [pdf]

  [slides]

  shape analysis

• Dynamic Geometry Processing

  Will Chang, Hao Li, Niloy J. Mitra, Mark Pauly, Michael Wand

  EUROGRAPHICS 2012

  [webpage]

  [slides]

  shape analysis

• Factored Facade Acquisition using Symmetric Line Arrangements

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

  EUROGRAPHICS 2012

  [slides]

  [fast forward]

  [data]

  [webpage]

  [pdf]

  shape analysis

  shape acquisition and abstraction

• Repetition Maximization based Texture Rectification

  Dror Aiger, Daniel Cohen-Or, Niloy J. Mitra

  EUROGRAPHICS 2012

  [webpage]

  [pdf]

  [supp. materials]

  [demo]

  shape analysis

• Variation-Factored Encoding of Facade Images

  Suhib Alsisan, Niloy J. Mitra

  EUROGRAPHICS 2012

  [webpage]

  [pdf]

  [supp. materials]

  shape analysis

• Automatic Alignment of Shape Collections

  Melinos Averkiou, Niloy J. Mitra

  EUROGRAPHICS 2012

  [pdf]

  shape acquisition and abstraction

2011

• Shape Space Exploration of Constrained Meshes

  Yong-Liang Yang, Yi-Jun Yang, Helmut Pottmann, Niloy J. Mitra

  SIGGRAPH Asia 2011

  [slides]

  [pdf]

  [webpage]

  [demo]

  shape analysis

• Slices: A Shape-proxy Based on Planar Sections

  James McCrae, Karan Singh, Niloy J. Mitra

  SIGGRAPH Asia 2011

  [webpage]

  [fast forward]

  [supp. materials]

  [slides]

  [pdf]

  shape analysis

• Animated Construction of Line Drawings

  Hongbo Fu, Shizhe Zhou, Ligang Liu, Niloy J. Mitra

  SIGGRAPH Asia 2011

  [webpage]

  [pdf]

  [supp. materials]

  [slides]

  creativeAI

• 2D-3D Fusion for Layer Decomposition of Urban Facades

  Yangyan Li, Qian Zheng, Andrei Sharf, Daniel Cohen-Or, Baoquan Chen, Niloy J. Mitra

  ICCV 2011

  [webpage]

  [pdf]

  shape acquisition and abstraction

• Exploration of Continuous Variability in Collections of 3D Shapes

  Maks Ovsjanikov, Wilmot Li, Leonidas Guibas, Niloy J. Mitra

  SIGGRAPH 2011

  [webpage]

  [demo]

  [slides]

  [pdf]

  shape analysis

• GlobFit: Consistently Fitting Primitives by Discovering Global Relations

  Yangyan Li, Xiaokun Wu, Yiorgos Chrysanthou, Andrei Sharf, Daniel Cohen-Or, Niloy J. Mitra

  SIGGRAPH 2011

  [webpage]

  [pdf]

  [data/results]

  [slides]

  [code]

  shape acquisition and abstraction

• Global Contrast Based Salient Region Detection

  Ming-Ming Cheng, Guo-Xin Zhang, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu

  CVPR 2011

  [webpage]

  [pdf]

  [code]

  [results page]

  shape analysis

• Shape Analysis with Subspace Symmetries

  Alexander Berner, Michael Wand, Niloy J. Mitra, Daniel Mewes, Hans-Peter Seidel

  Eurographics 2011

  [slides]

  [pdf]

  [webpage]

  [results page]

  shape analysis

• Computing Correspondences in Geometric Data Sets

  Will Chang, Hao Li, Niloy J. Mitra, Mark Pauly, Szymon Rusinkiewicz, Michael Wand

  EUROGRAPHICS 2011

  [webpage]

  [slides]

  shape analysis

2010

• Analysis and Manipulation using Arterial Snakes

  Guo Li, Ligang Liu, Hanlin Zheng, Niloy J. Mitra

  Siggraph Asia 2010

  [slides]

  [pdf]

  [webpage]

  [results page]

  shape analysis

• Intrinsic Regularity Detection in 3D Geometry

  Niloy J. Mitra, Alex Bronstein, Michael Bronstein

  ECCV 2010

  [webpage]

  [pdf]

  shape analysis

• Exploded View Diagrams of Mathematical Surfaces

  Olga Karpenko, Wilmot Li, Niloy J. Mitra, Maneesh Agrawala

  IEEE Vis 2010

  [webpage]

  [pdf]

  shape analysis

  creativeAI

• Case Studies in Cost-Optimized Paneling of Architectural Freeform Surfaces

  Michael Eigensatz, Mario Deuss, Alexander Schiftner, Martin Kilian, Niloy J. Mitra, Helmut Pottmann, Mark Pauly

  AAG 2010

  [pdf]

  structure-aware geometry processing

• Illustrating How Mechanical Assemblies Work

  Niloy J. Mitra, Yong-Liang Yang, Dong-Ming Yan, Wilmot Li, Maneesh Agrawala

  SIGGRAPH 2010

  [slides]

  [pdf]

  [webpage]

  shape analysis

  creativeAI

• Paneling Architectural Freeform Surfaces

  Michael Eigensatz, Martin Kilian, Alexander Schiftner, Niloy J. Mitra, Helmut Pottmann, Mark Pauly

  SIGGRAPH 2010

  [webpage]

  [pdf]

  [slides © Michael Eigensatz]

  shape analysis

• Camouflage Images

  Hung-Kuo Chu, Wei-Hsin Hsu, Niloy J. Mitra, Daniel Cohen-Or, Tien-Tsin Wong, Tong-Yee Lee

  SIGGRAPH 2010

  [slides]

  [pdf]

  [webpage]

  creativeAI

• RepFinder: Finding Approximately Repeated Scene Elements for Image Editing

  Ming-Ming Cheng, Fang-Lue Zhang, Niloy J. Mitra, Xiaolei Huang, Shi-Min Hu

  SIGGRAPH 2010

  [slides]

  [pdf]

  [webpage]

  creativeAI

  structure-aware geometry processing

• Non-local Scan Consolidation for 3D Urban Scenes

  Qian Zheng, Andrei Sharf, Guowei Wan, Yangyan Li, Niloy J. Mitra, Daniel Cohen-Or, Baoquan Chen

  SIGGRAPH 2010

  [slides]

  [pdf]

  [webpage]

  shape acquisition and abstraction

• Geometric Registration for Deformable Shapes

  Will Chang, Hao Li, Niloy J. Mitra, Mark Pauly, Michael Wand

  EUROGRAPHICS 2010

  [webpage]

  [slides]

  shape acquisition and abstraction

• Visibility of Noisy Point Cloud Data

  Ravish Mehra, Pushkar Tripathi,

  SMI/CGI 2010

  [slides]

  [webpage]

  [pdf]

  shape analysis

2009

• Shadow Art

  Niloy J. Mitra, Mark Pauly

  SIGGRAPH Asia 2009

  [webpage]

  [pdf]

  [demo]

  shape analysis

  creativeAI

• Emerging Images

  Niloy J. Mitra, Hung-Kuo Chu, Tong-Yee Lee, Lior Wolf, Hezy Yeshurun, Daniel Cohen-Or

  SIGGRAPH Asia 2009

  [webpage]

  [slides]

  [code]

  [pdf]

  creativeAI

• Abstraction of Man-Made Shapes

  Ravish Mehra,Qingnan Zhou, Jeremy Long, Alla Sheffer, Amy Gooch, Niloy J. Mitra

  SIGGRAPH Asia 2009

  [webpage]

  [slides]

  [dataset/results]

  [pdf]

  shape analysis

• iWIRES: An Analyze-and-Edit Approach to Shape Manipulation

  Ran Gal, Olga Sorkine, Niloy J. Mitra, Daniel Cohen-Or

  SIGGRAPH Asia 2009

  [webpage]

  [pdf]

  creativeAI

2008

• Discovering Structural Regularity in 3D Geometry

  Mark Pauly, Niloy J. Mitra, Johannes Wallner, Helmut Pottmann, Leonidas Guibas

  SIGGRAPH 2008

  [webpage]

  [slides]

  [pdf]

  structure-aware geometry processing

• 4-points Congruent Sets for Robust Surface Registration

  Dror Aiger, Niloy J. Mitra, Daniel Cohen-Or

  SIGGRAPH 2008

  [webpage]

  [slides]

  [executable]

  [code]

  [pdf]

  shape acquisition and abstraction

• Curved Folding

  Martin Kilian, Simon Floery, Zhonggui Chen, Niloy J. Mitra, Alla Sheffer, Helmut Pottmann

  SIGGRAPH 2008

  [webpage]

  [slides]

  [pdf]

  structure-aware geometry processing

• Color Harmonization for Videos

  Nikhil Sawant, Niloy J. Mitra

  ICVGIP 2008

  [webpage]

  [pdf]

  [video]

  creativeAI

• Symmetry for Architecture

  Niloy J. Mitra,

  AAG 2008

  [webpage]

  [pdf]

  shape analysis

• Developable Surfaces with Curved Creases

  Martin Kilian, Simon Floery, Zhonggui Chen, Niloy J. Mitra, Alla Sheffer, Helmut Pottmann

  AAG 2008

  [webpage]

  [pdf]

  shape analysis

• Laguerre Minimal Surfaces, Isotropic Geometry and Linear Elasticity

  Helmut Pottmann, Philipp Grohs, Niloy J. Mitra

  Advances in Computational Mathematics 2008

  [webpage]

  [pdf]

  shape analysis

2007

• Symmetrization

  Niloy J. Mitra, Leonidas Guibas, Mark Pauly

  SIGGRAPH 2007

  [webpage]

  [poster]

  [slides]

  [video]

  [pdf]

  shape analysis

• Geometric Modeling in Shape Space

  Martin Kilian, Niloy J. Mitra, Helmut Pottmann

  SIGGRAPH 2007

  [webpage]

  [poster]

  [slides]

  [video]

  [pdf]

  [suppl. video]

  shape analysis

• Dynamic Geometry Registration

  Niloy J. Mitra, Simon Floery, Maks Ovsjanikov, Natasha Gelfand, Leonidas Guibas, Helmut Pottmann

  Symposium on Geometry Processing 2007

  [webpage]

  [slides]

  [video]

  [pdf]

  shape acquisition and abstraction

2006

• Partial and Approximate Symmetry Detection for 3D Geometry

  Niloy J. Mitra, Leonidas Guibas, Mark Pauly

  SIGGRAPH 2006

  [webpage]

  [poster]

  [slides]

  [video]

  [pdf]

  shape analysis

• Probabilistic Fingerprints for Shapes

  Niloy J. Mitra, Leonidas Guibas, Joachim Giesen, Mark Pauly

  Symposium on Geometry Processing 2006

  [slides]

  [poster]

  [webpage]

  [Workshop on Algo. for Modern Massive Data Sets]

  [pdf]

  shape analysis

2005

• Example-Based 3D Scan Completion

  Mark Pauly, Niloy J. Mitra, Joachim Giesen, Markus Gross, Leonidas Guibas

  Symposium on Geometry Processing 2005

  [slides]

  [poster]

  [video]

  [webpage]

  [pdf]

  shape acquisition and abstraction

• Robust Global Registration

  Natasha Gelfand, Niloy J. Mitra, Leonidas Guibas, Helmut Pottmann

  Symposium on Geometry Processing 2005

  [webpage]

  [poster]

  [slides]

  [pdf]

  shape acquisition and abstraction

2004

• Registration of Point Cloud Data from a Geometric Optimization Perspective

  Niloy J. Mitra, Natasha Gelfand, Helmut Pottmann, Leonidas Guibas

  Symposium on Geometry Processing 2004

  [webpage]

  [slides]

  [pdf]

  shape acquisition and abstraction

• Uncertainty and Variability in Point Cloud Surface Data

  Mark Pauly, Niloy J. Mitra, Leonidas Guibas

  Symposium on Point-Based Graphics 2004

  [webpage]

  [slides]

  [pdf]

  shape analysis

2003

• Estimating Surface Normals in Noisy Point Cloud Data

  Niloy J. Mitra, An Nguyen, Leonidas Guibas

  Symposium on Computational Geometry 2003

  [webpage]

  [poster]

  [journal pdf]

  [conference pdf]

  [slides]

  shape acquisition and abstraction

• A Two-stage Color Palettization Algorithm for Error Diffusion

  Niloy J. Mitra, Maya Gupta

  SPIE Electronic Imaging Conference 2002

  [webpage]

  [pdf]

  creativeAI