Yosi Keller

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Yosi Keller

 https://orcid.org/0000-0002-2876-2790

  • Building 1103 Room 427

20022024

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  • 2024

    FaceCoresetNet: Differentiable Coresets for Face Set Recognition

    Shapira, G. & Keller, Y., 25 Mar 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 5 ed. Association for the Advancement of Artificial Intelligence, p. 4748-4756 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2023

    Generating Factually Consistent Sport Highlights Narrations

    Sarfati, N., Yerushalmy, I., Chertok, M. & Keller, Y., 29 Oct 2023, MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023. Association for Computing Machinery, Inc, p. 15-22 8 p. (MMSports 2023 - Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, Co-located with: MM 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2022

    Camera Pose Auto-encoders for Improving Pose Regression

    Shavit, Y. & Keller, Y., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 140-157 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13670 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2021

    Learning Multi-Scene Absolute Pose Regression with Transformers

    Shavit, Y., Ferens, R. & Keller, Y., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 2713-2722 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    54 Scopus citations
  • 2020

    Multi-scale processing of noisy images using edge preservation losses

    Ofir, N. & Keller, Y., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 8751-8758 8 p. 9413325. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations
  • 2019

    FSGAN: Subject agnostic face swapping and reenactment

    Nirkin, Y., Keller, Y. & Hassner, T., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 7183-7192 10 p. 9010341. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    384 Scopus citations
  • 2018

    Deep multi-spectral registration using invariant descriptor learning

    Ofir, N., Silberstein, S., Levi, H., Rozenbaum, D., Keller, Y. & Duvdevani Bar, S., 29 Aug 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 1238-1242 5 p. 8451640. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • Registration and fusion of multi-spectral images using a novel edge descriptor

    Ofir, N., Silberstein, S., Rozenbaum, D., Keller, Y. & Bar, S. D., 29 Aug 2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE Computer Society, p. 1857-1861 5 p. 8451650. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Scopus citations
  • 2017

    Kin-verification model on FIW dataset using multi-set Learning and local features

    Dahan, E., Keller, Y. & Mahpod, S., 27 Oct 2017, RFIW 2017 - Proceedings of the 2017 Workshop on Recognizing Families In the Wild, co-located with MM 2017. Association for Computing Machinery, Inc, p. 31-35 5 p. (RFIW 2017 - Proceedings of the 2017 Workshop on Recognizing Families In the Wild, co-located with MM 2017).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations
  • 2015

    Automatic anatomical shape correspondence and alignment using mesh features

    Darom, T., Gur, Y., Hajaj, C. & Keller, Y., 21 Jul 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 1530-1534 5 p. 7164169. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Automatic Anatomical Shape Correspondence and Alignment Using Mesh Features

    Darom, T., Yaari, G., Hajaj, C. & Keller, Y., 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • The FG 2015 Kinship Verification in the Wild Evaluation

    Lu, J., Hu, J., Liong, V. E., Zhou, X., Bottino, A., Islam, I. U., Vieira, T. F., Qin, X., Tan, X., Chen, S., Mahpod, S., Keller, Y., Zheng, L., Idrissi, K., Garcia, C., Duffner, S., Baskurt, A., Castrillon-Santana, M. & Lorenzo-Navarro, J., 17 Jul 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015. Institute of Electrical and Electronics Engineers Inc., 7163159. (2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    81 Scopus citations
  • 2014

    People identification and tracking through fusion of facial and gait features

    Guan, Y., Wei, X., Li, C. T. & Keller, Y., 2014, Biometric Authentication - 1st International Workshop, BIOMET 2014, Revised Selected Papers. Dimov, D., Tistarelli, M. & Cantoni, V. (eds.). Springer Verlag, p. 209-221 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8897).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    9 Scopus citations
  • 2012

    Spectral analysis driven sparse matching of 3D shapes

    Darom, T. & Keller, Y., 2012, EG 3DOR 2012 - Eurographics 2012 Workshop on 3D Object Retrieval. p. 59-62 4 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Spectral Analysis Driven Sparse Matching of 3D Shapes

    Darom, T. & Keller, Y., 2012, 5th Eurographics Workshop on 3D Object Retrieval.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2011

    SHREC 2011: Robust feature detection and description benchmark

    Boyer, E., Bronstein, A. M., Bronstein, M. M., Bustos, B., Darom, T., Horaud, R., Hotz, I., Keller, Y., Keustermans, J., Kovnatsky, A., Litman, R., Reininghaus, J., Sipiran, I., Smeets, D., Suetens, P., Vandermeulen, D., Zaharescu, A. & Zobel, V., 2011, Eurographics Workshop on 3D Object Retrieval, 3DOR 2011 - co-event of Eurographics 2011. Schreck, T., Ferreira, A., Godil, A., Laga, H., Veltkamp, R. & Pratikakis, I. (eds.). Eurographics Association, p. 71-78 8 p. (Eurographics Workshop on 3D Object Retrieval, EG 3DOR).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    85 Scopus citations

  • SHREC 2011: robust feature detection and description benchmark, Workshop on 3D Object Retrieval (3DOR)

    Boyer, E., Bronstein, A. M., Bronstein, M. M., Bustos, B., Darom, T., Horaud, R., Hotz, I., Keller, Y., Keustermans, J., Kovnatsky, A. & Litman, R., 2011, Eurographics.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2010

    Speech enhancement using a multidimensional Mixture- Maximum model

    Yeminy, Y., Gannot, S. & Keller, Y., 2010, International Workshop on Acoustic Echo and Noise Control (IWAENC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2007

    Scoring Psychological Questionnaires using Geometric Harmonics

    Liberty, E., Almagor, M., Zucker, S., Keller, Y. & Coifman, R., 2007, Snowbird Learning workshop.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2006

    Geometries of sensor outputs, inference and information processing

    Coifman, R. R., Lafon, S., Maggioni, M., Keller, Y., Szlam, A. D., Warner, F. J. & Zucker, S. W., 2006, Intelligent Integrated Microsystems. 623209. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 6232).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Optical Snow Analysis Using the 3D-Xray Transform

    Keller, Y., Peled, D., Averbuch, A. & Shkolnisky, Y., 2006, SIAM Conference on Imaging Science.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2005

    Accurate multi-dimensional alignment

    Keller, Y., Shkolnisky, Y. & Averbuch, A., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. IEEE Computer Society, p. 1049-1052 4 p. 1530576. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Algebraically accurate volume registration using Euler's theorem and the 3-D pseudo-polar FFT

    Keller, Y., Averbuch, A. & Shkolnisky, Y., 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 795-800 6 p. 1467524. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Algebraically Accurate Volume Registration using Euler's Theorem and the 3-D Pseudo-polar FFT

    Keller, Y., Averbuch, A. & Shkolnisky, Y., 2005, IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • A non cartesian FFT approach to image alignment

    Keller, Y., Shkolnisky, Y. & Averbuch, A., 2005, IEEE International Conference on Image Processing 2005, ICIP 2005. IEEE Computer Society, p. 50-53 4 p. 1530575. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • A non Cartesian FFT approach to image alignment

    Keller, Y., Shkolnisky, Y. & Averbuch, A., 2005, IEEE International Conference on Image Processing. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Protein clusters analysis via directed diffusion

    Keller, Y., Lafon, S. & Krauthammer, M., 2005, he fifth Georgia tech international conference on bioinformatics.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Pseudo-polar based estimation of large translations rotations and scalings in images

    Keller, Y., Averbuch, A. & Israeli, M., 2005, Proceedings - IEEE Workshop on Motion and Video Computing, MOTION 2005. IEEE Computer Society, p. 201-206 6 p. 4129606. (Proceedings - IEEE Workshop on Motion and Video Computing, MOTION 2005).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Robust Image alignment using third-order global motion estimation

    Keller, Y. & Averbuch, A., 2005, British Machine Vision Conference (BMVC). Citeseer

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Texture Mapping via Spherical Multi-Dimensional Scaling

    Elad, A., Keller, Y. & Kimmel, R., 2005, International Conference on Scale-Space Theories in Computer Vision. Kimmel, R., Nir, A., Sochen & Weickert, J. (eds.). Springer Berlin Heidelberg

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2004

    Algebraically Accurate Rotation Estimation

    Keller, Y., Shkolnisky, Y., Israeli, M. & Averbuch, A., 2004, SIAM Conference on Imaging Science (IS04).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An algebraic approach to symmetry detection

    Keller, Y. & Shkolnisky, Y., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 186-189 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 3).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    23 Scopus citations

  • Robust phase correlation

    Keller, Y., Averbuch, A. & Miller, O., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 740-743 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    27 Scopus citations

  • Robust Phase Correlation

    Keller, Y., Averbuch, A. & Miller, O., 2004, ICPR.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2003

    Automatic Adaptive Segmentation of Moving Objects Based on Spatio-Temporal Information

    Miller, O., Averbuch, A. & Keller, Y., 2003, DICTA2003.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fast global motion estimation for MPEG-4 video compression

    Keller, Y. & Averbuch, A., 2003, PACKET VIDEO.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Implicit similarity: a new approach to multi-sensor image registration

    Keller, Y. & Averbuch, A., 2003, Computer Vision and Pattern Recognition, 2003. Proceedings. 2003 IEEE Computer Society Conference on. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Unsupervised Segmentation of Moving MPEG Blocks Based on Classification of Temporal Information

    Miller, O., Averbuch, A. & Keller, Y., 2003, Digital Image Computing: Techniques and Applications: Proceedings of the VIIth Biennial Australian Pattern Recognition Society Conference, DICTA. CSIRO Publishing

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2002

    Efficient global motion estimation for MPEG4 video compression

    Keller, Y. & Avexbuch, A., 2002, 22nd Convention of Electrical and Electronics Engineers in Israel, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 69-71 3 p. 1178326. (IEEE Convention of Electrical and Electronics Engineers in Israel, Proceedings; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Efficient Global Motion Estimation for MPEG4 Video Compression

    Keller, Y. & Averbuch, A., 2002, Electrical and Electronics Engineers in Israel. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fast gradient methods based global motion estimation for video Compression

    Keller, Y. & Averbuch, A., 2002, International Conference on Image Processing (ICIP). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fast motion estimation using bi-directional gradient methods

    Keller, Y. & Averbuch, A., 2002, IEEE Transactions on Image Processing. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Image Registration Using Parametric surfaces and Pixel Diffusion

    Keller, Y. & Averbuch, A., 2002, International Conference on Curves and Surfaces.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Robust multi-sensor image registration using pixel migration

    Keller, Y. & Averbuch, A., 2002, 2002 IEEE Sensor Array and Multichannel Signal Processing Workshop Proceedings, SAME 2002. IEEE Computer Society, p. 100-104 5 p. 1191008. (Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop; vol. 2002-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Robust Multi-Sensor Image Registration Using Pixel Migration

    Keller, Y. & Averbuch, A., 2002, Sensor Array and Multichannel Signal Processing Workshop Proceedings. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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