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Computer Science

D-Index
59
Citations
20704
World Ranking
3349
National Ranking
56

Overview

Ronen Basri is affiliated with the Weizmann Institute of Science in Israel. Their research primarily focuses on the field of Computer Science with a particular emphasis on subfields including Computer Vision and Pattern Recognition, Artificial Intelligence, Computational Mechanics, Aerospace Engineering, and Management Science and Operations Research.

The scholar's main topics of work cover several aspects of neural networks, vision, and algorithmic applications. These topics include:

  • Neural Networks and Applications
  • Advanced Vision and Imaging
  • Advanced Neural Network Applications
  • Robotics and Sensor-Based Localization
  • Sparse and Compressive Sensing Techniques
  • Machine Learning and Algorithms
  • Advanced Bandit Algorithms Research

Ronen Basri has contributed to numerous publication venues, predominantly at arXiv (Cornell University) with 15 publications, alongside works in the SIAM Journal on Mathematics of Data Science and the 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Representative recent papers authored or coauthored by Basri include the following:

  • Frequency Bias in Neural Networks for Input of Non-Uniform Density, 2020, arXiv (Cornell University)
  • Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance, 2020, arXiv (Cornell University)
  • On the Similarity between the Laplace and Neural Tangent Kernels, 2020, arXiv (Cornell University)
  • Learning Algebraic Multigrid Using Graph Neural Networks, 2020, arXiv (Cornell University)
  • Shift Invariance Can Reduce Adversarial Robustness, 2021, arXiv (Cornell University)

Their frequent coauthors include Meirav Galun, Amnon Geifman, Yoni Kasten, Fadi Khatib, and Yuval Margalit. Collaboration counts show Meirav Galun as a prominent coauthor with 14 joint works, followed by Amnon Geifman with 6 coauthored papers.

Best Publications

  • Lambertian reflectance and linear subspaces

    R. Basri;D.W. Jacobs

  • Actions as space-time shapes

    M. Blank;L. Gorelick;E. Shechtman;M. Irani

  • Actions as Space-Time Shapes

    L. Gorelick;M. Blank;E. Shechtman;M. Irani

  • Recognition by linear combinations of models

    S. Ullman;R. Basri

  • Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration

    S. Alpert;M. Galun;A. Brandt;R. Basri

  • Spectral Biclustering of Microarray Data: Coclustering Genes and Conditions

    Yuval Kluger;Ronen Basri;Joseph T. Chang;Mark Gerstein

  • Image Segmentation by Probabilistic Bottom-Up Aggregation and Cue Integration

    S. Alpert;M. Galun;R. Basri;A. Brandt

  • Shape Representation and Classification Using the Poisson Equation

    L. Gorelick;M. Galun;E. Sharon;R. Basri

  • Photometric Stereo with General, Unknown Lighting

    Ronen Basri;David Jacobs;Ira Kemelmacher

  • 3D Face Reconstruction from a Single Image Using a Single Reference Face Shape

    I Kemelmacher-Shlizerman;R Basri

  • Determining the similarity of deformable shapes

    Ronen Basri;Luiz Costa;Davi Geiger;David Jacobs

  • Direct visibility of point sets

    Sagi Katz;Ayellet Tal;Ronen Basri

  • A survey of structure from motion

    Onur Özyeşil;Vladislav Voroninski;Ronen Basri;Amit Singer

  • Fast multiscale image segmentation

    E. Sharon;A. Brandt;R. Basri

  • Hierarchy and adaptivity in segmenting visual scenes

    Eitan Sharon;Meirav Galun;Dahlia Sharon;Ronen Basri

  • Separation of Transparent Layers using Focus

    Yoav Y. Schechner;Nahum Kiryati;Ronen Basri

  • SpectralNet: Spectral Clustering using Deep Neural Networks

    Uri Shaham;Kelly P. Stanton;Henry Li;Boaz Nadler

  • Visual Homing: Surfing on the Epipoles

    Ronen Basri;Ehud Rivlin;Ilan Shimshoni

  • Global Motion Estimation from Point Matches

    Mica Arie-Nachimson;Shahar Z. Kovalsky;Ira Kemelmacher-Shlizerman;Amit Singer

  • Comparing images under variable illumination

    D.W. Jacobs;P.N. Belhumeur;R. Basri

  • A Survey on Structure from Motion.

    Onur Özyesil;Vladislav Voroninski;Ronen Basri;Amit Singer

  • Multiview Neural Surface Reconstruction by Disentangling Geometry and Appearance

    Lior Yariv;Yoni Kasten;Dror Moran;Meirav Galun

Frequent Co-Authors

David W. Jacobs
David W. Jacobs University of Maryland, College Park
Achi Brandt
Achi Brandt Weizmann Institute of Science
Tal Hassner
Tal Hassner Facebook (United States)
Boaz Nadler
Boaz Nadler Weizmann Institute of Science
Yaron Lipman
Yaron Lipman Facebook (United States)
Ehud Rivlin
Ehud Rivlin Technion – Israel Institute of Technology
Amit Singer
Amit Singer Princeton University
Lihi Zelnik-Manor
Lihi Zelnik-Manor Technion – Israel Institute of Technology
Tom Goldstein
Tom Goldstein University of Maryland, College Park
Yuval Kluger
Yuval Kluger Yale University

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