---
_id: '18396'
abstract:
- lang: eng
  text: We discuss the synthesis between the 3D and the 2D data in three-dimensional
    face recognition. We show how to compensate for the illumination and racial expressions
    using the 3D facial geometry and present the approach of canonical images, which
    allows us to incorporate geometric information into standard face recognition
    approaches.
article_processing_charge: No
author:
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: M.M.
  full_name: Bronstein, M.M.
  last_name: Bronstein
- first_name: E.
  full_name: Gordon, E.
  last_name: Gordon
- first_name: R.
  full_name: Kimmel, R.
  last_name: Kimmel
citation:
  ama: 'Bronstein AM, Bronstein MM, Gordon E, Kimmel R. Fusion of 2D and 3D data in
    three-dimensional face recognition. In: <i>2004 International Conference on Image
    Processing</i>. IEEE; 2004. doi:<a href="https://doi.org/10.1109/icip.2004.1418696">10.1109/icip.2004.1418696</a>'
  apa: 'Bronstein, A. M., Bronstein, M. M., Gordon, E., &#38; Kimmel, R. (2004). Fusion
    of 2D and 3D data in three-dimensional face recognition. In <i>2004 International
    Conference on Image Processing</i>. Singapore, Singapore: IEEE. <a href="https://doi.org/10.1109/icip.2004.1418696">https://doi.org/10.1109/icip.2004.1418696</a>'
  chicago: Bronstein, Alex M., M.M. Bronstein, E. Gordon, and R. Kimmel. “Fusion of
    2D and 3D Data in Three-Dimensional Face Recognition.” In <i>2004 International
    Conference on Image Processing</i>. IEEE, 2004. <a href="https://doi.org/10.1109/icip.2004.1418696">https://doi.org/10.1109/icip.2004.1418696</a>.
  ieee: A. M. Bronstein, M. M. Bronstein, E. Gordon, and R. Kimmel, “Fusion of 2D
    and 3D data in three-dimensional face recognition,” in <i>2004 International Conference
    on Image Processing</i>, Singapore, Singapore, 2004.
  ista: 'Bronstein AM, Bronstein MM, Gordon E, Kimmel R. 2004. Fusion of 2D and 3D
    data in three-dimensional face recognition. 2004 International Conference on Image
    Processing. ICIP: International Conference on Image Processing.'
  mla: Bronstein, Alex M., et al. “Fusion of 2D and 3D Data in Three-Dimensional Face
    Recognition.” <i>2004 International Conference on Image Processing</i>, IEEE,
    2004, doi:<a href="https://doi.org/10.1109/icip.2004.1418696">10.1109/icip.2004.1418696</a>.
  short: A.M. Bronstein, M.M. Bronstein, E. Gordon, R. Kimmel, in:, 2004 International
    Conference on Image Processing, IEEE, 2004.
conference:
  end_date: 2004-10-27
  location: Singapore, Singapore
  name: 'ICIP: International Conference on Image Processing'
  start_date: 2004-10-24
date_created: 2024-10-15T11:20:54Z
date_published: 2004-10-30T00:00:00Z
date_updated: 2024-11-18T09:57:31Z
day: '30'
doi: 10.1109/icip.2004.1418696
extern: '1'
language:
- iso: eng
month: '10'
oa_version: None
publication: 2004 International Conference on Image Processing
publication_identifier:
  isbn:
  - '0780385543'
  issn:
  - 1522-4880
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Fusion of 2D and 3D data in three-dimensional face recognition
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2004'
...
---
_id: '18397'
abstract:
- lang: eng
  text: We present a generic approach, which allows to adapt sparse blind deconvolution
    and blind source separation algorithms to arbitrary sources. The key idea is to
    bring the problem to the case in which the underlying sources are sparse by applying
    a sparsifying transformation on the mixtures. We present simulation results and
    show that such transformation can be found by training. Properties of the optimal
    sparsifying transformation are highlighted by an example with aerial images.
article_processing_charge: No
author:
- first_name: M.M.
  full_name: Bronstein, M.M.
  last_name: Bronstein
- first_name: Alexander
  full_name: Bronstein, Alexander
  id: 58f3726e-7cba-11ef-ad8b-e6e8cb3904e6
  last_name: Bronstein
  orcid: 0000-0001-9699-8730
- first_name: M.
  full_name: Zibulevsky, M.
  last_name: Zibulevsky
- first_name: Y.Y.
  full_name: Zeevi, Y.Y.
  last_name: Zeevi
citation:
  ama: 'Bronstein MM, Bronstein AM, Zibulevsky M, Zeevi YY. Optimal sparse representations
    for blind source separation and blind deconvolution: A learning approach. In:
    <i>2004 International Conference on Image Processing</i>. IEEE; 2001. doi:<a href="https://doi.org/10.1109/icip.2004.1421428">10.1109/icip.2004.1421428</a>'
  apa: 'Bronstein, M. M., Bronstein, A. M., Zibulevsky, M., &#38; Zeevi, Y. Y. (2001).
    Optimal sparse representations for blind source separation and blind deconvolution:
    A learning approach. In <i>2004 International Conference on Image Processing</i>.
    Singapore, Singapore: IEEE. <a href="https://doi.org/10.1109/icip.2004.1421428">https://doi.org/10.1109/icip.2004.1421428</a>'
  chicago: 'Bronstein, M.M., Alex M. Bronstein, M. Zibulevsky, and Y.Y. Zeevi. “Optimal
    Sparse Representations for Blind Source Separation and Blind Deconvolution: A
    Learning Approach.” In <i>2004 International Conference on Image Processing</i>.
    IEEE, 2001. <a href="https://doi.org/10.1109/icip.2004.1421428">https://doi.org/10.1109/icip.2004.1421428</a>.'
  ieee: 'M. M. Bronstein, A. M. Bronstein, M. Zibulevsky, and Y. Y. Zeevi, “Optimal
    sparse representations for blind source separation and blind deconvolution: A
    learning approach,” in <i>2004 International Conference on Image Processing</i>,
    Singapore, Singapore, 2001.'
  ista: 'Bronstein MM, Bronstein AM, Zibulevsky M, Zeevi YY. 2001. Optimal sparse
    representations for blind source separation and blind deconvolution: A learning
    approach. 2004 International Conference on Image Processing. ICIP: International
    Conference on Image Processing.'
  mla: 'Bronstein, M. M., et al. “Optimal Sparse Representations for Blind Source
    Separation and Blind Deconvolution: A Learning Approach.” <i>2004 International
    Conference on Image Processing</i>, IEEE, 2001, doi:<a href="https://doi.org/10.1109/icip.2004.1421428">10.1109/icip.2004.1421428</a>.'
  short: M.M. Bronstein, A.M. Bronstein, M. Zibulevsky, Y.Y. Zeevi, in:, 2004 International
    Conference on Image Processing, IEEE, 2001.
conference:
  end_date: 2004-10-27
  location: Singapore, Singapore
  name: 'ICIP: International Conference on Image Processing'
  start_date: 2004-10-24
date_created: 2024-10-15T11:20:54Z
date_published: 2001-10-30T00:00:00Z
date_updated: 2024-11-18T09:59:59Z
day: '30'
doi: 10.1109/icip.2004.1421428
extern: '1'
language:
- iso: eng
month: '10'
oa_version: None
publication: 2004 International Conference on Image Processing
publication_identifier:
  isbn:
  - '0780385543'
  issn:
  - 1522-4880
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: 'Optimal sparse representations for blind source separation and blind deconvolution:
  A learning approach'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2001'
...