World's Best Scientists 2026 revealed!

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Computer Science

D-Index
41
Citations
18544
World Ranking
8573
National Ranking
142

Overview

Anat Levin is affiliated with the Technion - Israel Institute of Technology in Israel. Their research focuses on various areas of physics and engineering, with specific contributions to acoustics and ultrasonics, biomedical engineering, media technology, instrumentation, and radiology, nuclear medicine and imaging.

The scientist's work spans multiple topics including:

  • Random lasers and scattering media
  • Advanced Optical Imaging Technologies
  • Optical Coherence Tomography Applications
  • Advanced Optical Sensing Technologies
  • Optical Imaging and Spectroscopy Techniques
  • Computer Graphics and Visualization Techniques
  • Photoacoustic and Ultrasonic Imaging

Levin's most frequent co-authors include:

  • Ioannis Gkioulekas
  • Marina Alterman
  • Chen Bar
  • Dror Aizik
  • Aswin C. Sankaranarayanan

Their published research has appeared in a variety of venues, often contributing to peer-reviewed journals and conferences. Key publication venues include:

  • arXiv (Cornell University)
  • ACM Transactions on Graphics
  • Frontiers in Optics + Laser Science 2022 (FIO, LS)
  • Optica
  • OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP)

Notable papers from their work are:

  • "Imaging with Local Speckle Intensity Correlations: Theory and Practice" published in 2021 in ACM Transactions on Graphics
  • "Fluorescent wavefront shaping using incoherent iterative phase conjugation" published in 2022 in Optica
  • "Interferometric transmission probing with coded mutual intensity" published in 2020 in ACM Transactions on Graphics
  • "Rendering near-field speckle statistics in scattering media" published in 2020 in ACM Transactions on Graphics
  • "Non-invasive and noise-robust light focusing using confocal wavefront shaping" published in 2024 in Nature Communications

Best Publications

  • A Closed-Form Solution to Natural Image Matting

    A. Levin;D. Lischinski;Y. Weiss

  • Colorization using optimization

    Anat Levin;Dani Lischinski;Yair Weiss

  • Image and depth from a conventional camera with a coded aperture

    Anat Levin;Rob Fergus;Frédo Durand;William T. Freeman

  • A Closed Form Solution to Natural Image Matting

    A. Levin;D. Lischinski;Y. Weiss

  • Understanding and evaluating blind deconvolution algorithms

    Anat Levin;Yair Weiss;Fredo Durand;William T Freeman

  • Efficient marginal likelihood optimization in blind deconvolution

    Anat Levin;Yair Weiss;Fredo Durand;William T. Freeman

  • Seamless Image Stitching in the Gradient Domain

    Anat Levin;Assaf Zomet;Shmuel Peleg;Yair Weiss

  • Blind Motion Deblurring Using Image Statistics

    Anat Levin

  • Spectral Matting

    A. Levin;A. Rav Acha;D. Lischinski

  • Understanding Blind Deconvolution Algorithms

    A. Levin;Y. Weiss;F. Durand;W. T. Freeman

  • Spectral Matting

    A. Levin;A. Rav-Acha;D. Lischinski

  • Ranking with Large Margin Principle: Two Approaches

    Amnon Shashua;Anat Levin

  • User Assisted Separation of Reflections from a Single Image Using a Sparsity Prior

    A. Levin;Y. Weiss

  • Natural image denoising: Optimality and inherent bounds

    Anat Levin;Boaz Nadler

  • Linear image coding for regression and classification using the tensor-rank principle

    A. Shashua;A. Levin

  • Learning to combine bottom-up and top-down segmentation

    Anat Levin;Yair Weiss

  • Seamless image stitching by minimizing false edges

    A. Zomet;A. Levin;S. Peleg;Y. Weiss

  • Motion-invariant photography

    Anat Levin;Peter Sand;Taeg Sang Cho;Frédo Durand

  • Accurate Blur Models vs. Image Priors in Single Image Super-resolution

    Netalee Efrat;Daniel Glasner;Alexander Apartsin;Boaz Nadler

  • Linear view synthesis using a dimensionality gap light field prior

    Anat Levin;Fredo Durand

  • Learning How to Inpaint from Global Image Statistics

    Anat Levin;Assaf Zomet;Yair Weiss

Frequent Co-Authors

Yair Weiss
Yair Weiss Hebrew University of Jerusalem
Todd Zickler
Todd Zickler Harvard University
Amnon Shashua
Amnon Shashua Hebrew University of Jerusalem
Dani Lischinski
Dani Lischinski Hebrew University of Jerusalem
Zelig Eshhar
Zelig Eshhar Weizmann Institute of Science
Boaz Nadler
Boaz Nadler Weizmann Institute of Science
Yoav Y. Schechner
Yoav Y. Schechner Technion – Israel Institute of Technology

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