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Computer Science
UK
2025

D-Index & Metrics

Computer Science

D-Index
80
Citations
27057
World Ranking
1078
National Ranking
57

Research.com Recognitions

  • 2025 - Research.com Computer Science in United Kingdom Leader Award
  • 2023 - Research.com Computer Science in United Kingdom Leader Award
  • 2022 - Research.com Computer Science in United Kingdom Leader Award

Overview

Niloy J. Mitra is affiliated with University College London in the United Kingdom. Their research spans multiple disciplines within computer science and engineering, with a focus on computer vision, computer graphics, and computational mechanics.

Their main fields of study include:

  • Computer Science
  • Engineering

Their work explores the following subfields:

  • Computer Vision and Pattern Recognition
  • Computational Mechanics
  • Computer Graphics and Computer-Aided Design
  • Control and Systems Engineering
  • Artificial Intelligence

Niloy J. Mitra's research topics cover a range of subjects related to 3D modeling and visualization, including:

  • 3D Shape Modeling and Analysis
  • Computer Graphics and Visualization Techniques
  • Advanced Vision and Imaging
  • Generative Adversarial Networks and Image Synthesis
  • Image Processing and 3D Reconstruction
  • Advanced Numerical Analysis Techniques
  • 3D Surveying and Cultural Heritage

Selected recent publications illustrate the research focus and contributions in these areas:

  • "ShapeFormer: Transformer-based Shape Completion via Sparse Representation," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • "BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images," 2020, arXiv (Cornell University)
  • "ShapeAssembly," 2020, ACM Transactions on Graphics
  • "Free2CAD," 2022, ACM Transactions on Graphics
  • "InsetGAN for Full-Body Image Generation," 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Their frequent coauthors include the following researchers:

  • Paul Guerrero
  • Duygu Ceylan
  • Daniel Cohen-Or
  • Noam Aigerman
  • Niladri Shekhar Dutt

Niloy J. Mitra's work has been published extensively in several key venues, with notable frequency in:

  • arXiv (Cornell University)
  • ACM Transactions on Graphics
  • Computer Graphics Forum
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Best Publications

  • Global contrast based salient region detection

    Ming-Ming Cheng;Guo-Xin Zhang;Niloy J. Mitra;Xiaolei Huang

  • Global Contrast Based Salient Region Detection

    Unknown

  • 4-points congruent sets for robust pairwise surface registration

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

  • Estimating surface normals in noisy point cloud data

    Niloy J. Mitra;An Nguyen

  • Robust global registration

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

  • Partial and approximate symmetry detection for 3D geometry

    Niloy J. Mitra;Leonidas J. Guibas;Mark Pauly

  • Super 4PCS Fast Global Pointcloud Registration via Smart Indexing

    Nicolas Mellado;Dror Aiger;Niloy J. Mitra

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

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

  • Discovering structural regularity in 3D geometry

    Mark Pauly;Niloy J. Mitra;Johannes Wallner;Helmut Pottmann

  • Example-based 3D scan completion

    Mark Pauly;Niloy J. Mitra;Joachim Giesen;Markus Gross

  • Registration of point cloud data from a geometric optimization perspective

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

  • Symmetry in 3D Geometry: Extraction and Applications

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

  • ESTIMATING SURFACE NORMALS IN NOISY POINT CLOUD DATA

    Niloy J. Mitra;An Thanh Nguyen;Leonidas J. Guibas

  • SalientShape: group saliency in image collections

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

  • PCPNET: Learning Local Shape Properties from Raw Point Clouds

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

  • GlobFit: consistently fitting primitives by discovering global relations

    Yangyan Li;Xiaokun Wu;Yiorgos Chrysathou;Andrei Sharf

  • Geometric modeling in shape space

    Martin Kilian;Niloy J. Mitra;Helmut Pottmann

  • PointCleanNet: Learning to Denoise and Remove Outliers from Dense Point Clouds

    Marie-Julie Rakotosaona;Vittorio La Barbera;Paul Guerrero;Niloy J. Mitra

  • Curved folding

    Martin Kilian;Simon Flöry;Zhonggui Chen;Niloy J. Mitra

  • StructureNet: hierarchical graph networks for 3D shape generation

    Kaichun Mo;Paul Guerrero;Li Yi;Hao Su

  • Structure-aware shape processing

    Niloy J. Mitra;Michael Wand;Hao Zhang;Daniel Cohen-Or

  • iWIRES: an analyze-and-edit approach to shape manipulation

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

Frequent Co-Authors

Leonidas J. Guibas
Leonidas J. Guibas Stanford University
Daniel Cohen-Or
Daniel Cohen-Or Tel Aviv University
Mark Pauly
Mark Pauly École Polytechnique Fédérale de Lausanne
Wilmot Li
Wilmot Li Adobe Systems (United States)
Duygu Ceylan
Duygu Ceylan Adobe Systems (United States)
Vladimir G. Kim
Vladimir G. Kim Adobe Systems (United States)
Tobias Ritschel
Tobias Ritschel University College London
Peter Wonka
Peter Wonka King Abdullah University of Science and Technology
Michael Wand
Michael Wand Johannes Gutenberg University of Mainz
Baoquan Chen
Baoquan Chen Peking University

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