Publications

2017

  • Yuval Bahat, Netalee Efrat, Michal Irani. Non-Uniform Blind Deblurring by Reblurring. International Conference on Computer Vision (ICCV), October 2017.

    [Paper]  [Project page]

     

2016

  • Michal Yarom, Michal Irani. Temporal-Needle: A view and appearance invariant video descriptor, Arxiv 2016.

    [Paper]

  • Yuval Bahat, Michal Irani. Blind Dehazing Using Internal Patch Recurrence. International Conference on Computational Photography (ICCP), May 2016.

    [Paper]  [Project page]

     

  • Or Lotan, Michal Irani. Needle-Match: Reliable Patch Matching Under High Uncertainty, International Conference on Computer Vision and Pattern Recognition (CVPR), June 2016.

    [Paper]

2015

  • Tali Dekel, Tomer Michaeli, Michal Irani, William T. Freeman,  Revealing & Modifying Non-Local Variations in a Single Image.   ACM Transactions on Graphics (TOG). Proc. SIGGRAPH Asia  2015

    [Paper]  [Project page + Code]

2014

  • A. Faktor  and   M. Irani,  Video Segmentation by Non-Local Consensus Voting.   British Machine Vision Conference (BMVC), September 2014

     [Paper]  [Project page+ Code]

  • T. Michaeli  and   M. Irani,  Blind Deblurring Using Internal Patch Recurrence.   European Conference on Computer Vision (ECCV), September 2014.

    [Paper]  [Project page + Code]

  • A. Faktor  and   M. Irani,  “Clustering by Composition” – Unsupervised Discovery of Image Categories.   IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 36(6):  1092-1106, June 2014.

    [Paper]  [Project page + Code]

2013

  • A. Faktor  and   M. Irani, Co-Segmentation by Composition.   International Conference on Computer Vision (ICCV), October 2013.

    [Paper]  [Project page+ Code]

  • T. Michaeli  and   M. Irani, Nonparametric Blind Super-Resolution.   International Conference on Computer Vision (ICCV), October 2013.

    [Paper]  [Project page]

  • M. Zontak, I. Mosseri  and   M. Irani,  Separating Signal from Noise using Patch Recurrence Across Scales,    IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2013.

     [Paper]  [Project page]

  • I. Mosseri, M. Zontak  and   M. Irani, Combining the Power of Internal and External Denoising,    IEEE International Conference on Computational Photography (ICCP), April 2013.

    [Paper]

2012

  • A. Faktor  and   M. Irani,  “Clustering by Composition” – Unsupervised Discovery of Image Categories.   European Conference on Computer Vision (ECCV), October 2012

    [Paper]  [Project page+ Code]

2011

  • O. Shahar, A. Faktor  and   M. Irani,  Space-Time Super-Resolution from a Single Video.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2011.

    [Paper]  [Project page]

  • M. Zontak  and   M. Irani,  Internal Statistics of a Single Natural Image.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2011.

    [Paper]  [Project page]

2010

  • E. Shechtman, A. Rav-Acha, M. Irani  and   S. Seitz,  Regenerative Morphing.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2010.

    [Paper]  [Project page]

  • S. Bagon, O. Brostovsky, M. Galun  and   M. Irani, Detecting and Sketching the Common.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2010.

    [Paper]

  • N. Ben-Eliezer, M. Irani, and L. Frydman,  Super-Resolved Spatially Encoded Single-Scan 2D MRI.   Magnetic Resonance in Medicine 63:1594–1600 (2010).

    [Paper]

2009

  • D. Glasner,  S. Bagon,  and   M. Irani, Super-Resolution from a Single Image.   International Conference on Computer Vision (ICCV), October 2009.

    [Paper]  [Project page]

2008

  • S. Bagon, O. Boiman  and   M. Irani,  What is a Good Image Segment? A Unified Approach to Segment Extraction.   European Conference on Computer Vision (ECCV), October 2008.

    [Paper]  [Project page]

  • D. Simakv,  Y. Caspi,   E. Shechtman   and   M. Irani, Summarizing Visual Data Using Bidirectional Similarity.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2008.

    [Paper]  [Project page]

  • O. Boiman,  E. Shechtman   and   M. Irani,  In Defense of Nearest-Neighbor Based Image Classification.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2008 .

    [Paper]

2007

  • Irani, M (2007). Seeing the invisible and predicting the unexpected.  Pattern Recognition And Image Analysis, Pt 1, Proceedings. 4477:7-8.
  • Y. Wexler, E. Shechtman  and  M. Irani,  Space-Time Completion of Video .  In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), March 2007.

    [Paper]  [Project page]

  • E. Shechtman  and   M. Irani,  Matching Local Self-Similarities across Images and Videos.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2007.

    [Paper]  [Project page]

  • L. Gorelick, M. Blank, E. Shechtman, M. Irani, and R. Basri, Actions as Space-Time Shapes.  In IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 29(12):  2247-2253, December 2007.

    [Paper]  [Project page]

    (A preliminary version of this paper appeared in ICCV 2005.)

  • O. Boiman  and   M. Irani, Detecting Irregularities in Images and in Video.   International Journal of Computer Vision (IJCV),  74(1), 17–31, August 2007.

    [Paper]  [Project page]

  • E. Shechtman  and  M. Irani,  Space-time behavior based correlation – OR –
    How to tell if two underlying motion fields are similar without computing them? 
      IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),  29(11): 2045-2056,  November 2007.

    [Paper]  [Project page]

2006

  • O. Boiman  and   M. Irani, Similarity by Composition.   Neural Information Processing Systems (NIPS), Vancouver,  December  2006.

    [Paper] [+Appendix]  [Project page]

  • L. Zelnik-Manor  and  M. Irani,  Statistical Analysis of Dynamic Actions. IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 28(9): 1530--1535, September 2006.

    [Paper]

  • L. Zelnik-Manor,  M. Machline,  and   M. Irani,  Multi-body Factorization With Uncertainty: Revisiting Motion Consistency.   International Journal of Computer Vision (IJCV),   68(1): 27-41  (special issue on Vision and Modeling of Dynamics Scenes),    June 2006.

    [Paper]

  • Y. Caspi,  D. Simakov,  and   M. Irani,  Feature-Based Sequence-to-Sequence Matching.   International Journal of Computer Vision (IJCV),   68(1): 53-64  (special issue on Vision and Modeling of Dynamics Scenes),    June 2006.

    [Paper]  [Project page]

  • Y. Ukrainitz  and   M. Irani,  Aligning Sequences and Actions by Maximizing Space-Time Correlations.   European Conference on Computer Vision (ECCV), May 2006.

    [Paper]  [Project page]

  • L. Zelnik-Manor  and   M. Irani,  On single-Sequence and Multi-Sequence Factorizations.   International Journal of Computer Vision (IJCV),   67(3): 313-326,    May 2006.

    [Paper]

2005

  • M. Blank, L. Gorelick, E. Shechtman, M. Irani, and R. Basri, Actions as Space-Time Shapes.   IEEE International Conference on Computer Vision (ICCV), Beijing, October 2005.

    [Paper]  [Project page]

  • O. Boiman  and   M. Irani, Detecting Irregularities in Images and in Video.   IEEE International Conference on Computer Vision (ICCV), Beijing, October 2005.

    [Paper]  [Project page]

    * Received the Honorable Mention for the 2005 Marr Prize.

  • E. Shechtman, Y. Caspi, and M. Irani, Space-Time Super-Resolution.   IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 27(4): 531-545, April 2005.

    [Paper]  [Project page]

  • B. Sarel  and   M. Irani, Separating Transparent Layers of Repetitive Dynamic Behaviors.   IEEE International Conference on Computer Vision (ICCV), Beijing, October 2005.

    [Paper]  [Project page]

  • E. Shechtman  and   M. Irani, Space-Time Behavior Based Correlation.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2005.

    [Paper]  [Project page]

2004

  • Y. Wexler, E. Shechtman, and  M. Irani, Space-Time Video Completion.   IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2004.

    [Paper]  [Project page]

    * Received the best-poster prize at CVPR'2004.

  • B. Sarel and M. Irani, Separating Transparent Layers through Layer Information Exchange. European Conference on Computer Vision (ECCV), May 2004.

    [Paper]  [Project page]

  • L. Zelnik-Manor  and M. Irani, Temporal Factorization Vs. Spatial Factorization.  European Conference on Computer Vision (ECCV), May 2004.

    [Paper]

2003

  • L. Zelnik-Manor  and  M. Irani,  Degeneracies, Dependencies and their Implications in Multi-body and Multi-Sequence Factorizations. IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), June 2003

    [Paper]

2002

  • M. Irani, P. Anandan, and Meir Cohen, Direct Recovery of Planar-Parallax from Multiple Frames . IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol. 24, No. 11, pp. 1528 1534, November 2002.

    [Paper]

  • Y. Caspi  and  M. Irani,  Aligning Non-Overlapping Sequences.    International Journal of Computer Vision (IJCV), Vol. 48, No. 1, pp. 39-51, 2002.

    [Paper]  [Project page]

    * A shorter version appeared in ICCV’2001, and received the Honorable Mention for the 2001 Marr Prize.” 

  • M. Irani, Multi-Frame Correspondence Estimation Using Subspace Constraints .  International Journal of Computer Vision (IJCV), Vol. 48, No. 3, pp. 173 194, July/August 2002.

    [Paper]

  • M. Irani,   T. Hassner,   and P. Anandan, What Does the Scene Look Like from a Scene Point ? European Conference on Computer Vision (ECCV), May 2002.

    [Paper]

  • Y. Caspi  and  M. Irani,  Spatio-Temporal Alignment of Sequences.   IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol. 24, No. 11, pp. 1409-1424, November 2002.

    [Paper]  [Project page]

     

  • E. Shechtman, Y. Caspi, and M. Irani, Increasing Space-Time Resolution in Video . European Conference on Computer Vision (ECCV), May 2002

    [Paper]  [Project page]

    * Received the best-paper prize at ECCV'2002.

  • L. Zelnik-Manor  and  M. Irani,  Multi-View Constraints on Homographies. IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol. 24, No. 2, pp. 214 223, February 2002.

    [Paper]

  • P. Anandan and M. Irani,  Factorization with Uncertainty .  International Journal of Computer Vision (IJCV),   49(2-3): 101-116,    September   2002.

    [Paper]

2001

  • Caspi, Y; Irani, M (2001). Alignment of non-overlapping sequences.  Eighth Ieee International Conference On Computer Vision, Vol Ii, Proceedings. 76-83.

    [Paper]  [Project page]

    * Received the Honorable Mention for the 2001 Marr Prize.

  • L. Zelnik-Manor  and  M. Irani,  Event-Based Video Analysis . IEEE Conference on Computer Vision and  Pattern Recognition (CVPR), December 2001.

    [Paper]

2000

  • Y. Caspi, M. Irani: Step towards Sequence-to-Sequence Alignment. CVPR 2000: 2682-2689

    [Paper]

  • L. Zelnik-Manor  and  M. Irani,  Multi-Frame Estimation of Planar Motion .  IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), Vol. 22, No. 10, pp. 1105-1116, October 2000.

    [Paper]

  • M. Irani and  P. Anandan,  Factorization with Uncertainty . European Conference on Computer Vision (ECCV), June 2000.

    [Paper]

    * Received the best-paper prize at ECCV'2000.

1999

  • M. Irani, P. Anandan, M. Cohen: Direct Recovery of Planar-Parallax from Multiple Frames. Workshop on Vision Algorithms 1999: 85-99

    [Paper]

  • L. Zelnik-Manor, M. Irani: Multi-View Subspace Constraints on Homographies. ICCV 1999: 710-715

    [Paper]

  • M. Irani: Multi-Frame Optical Flow Estimation using Subspace Constraints. ICCV 1999: 626-633

    [Paper]

  • L. Zelnik-Manor, M. Irani: Multi-Frame Alignment of Planes. CVPR 1999: 1151-1156

    [Paper]

  • M. Irani and P. Anandan,  About Direct Methods.   ICCV workshop on Vision Algorithms, pp. 267-277, Corfu, September 1999.

    [Paper]

1998

  • D. Weinshall, P. Anandan, and M. Irani,  From Ordinal to Euclidean Reconstruction with Partial Scene Calibration. ECCV'98 Workshop on 3D Structure from Multiple Images of Large-Scale Environments (SMILE Workshop), June 1998 .

    [Paper]

  • M. Irani, P. Anandan, and D. Weinshall,  From Reference Frames to Reference Planes: Multi-View Parallax Geometry and Applications . European Conference on Computer Vision (ECCV), June 1998.

    [Paper]

  • M. Irani and P. Anandan, 1997. A Unified Approach to Moving Object Detection in 2D and 3D Scenes . IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), June 1998.

    [Paper]

  • M. Irani and P. Anandan, Robust Multi-Sensor Image Alignment . IEEE International Conference on Computer Vision (ICCV), India, January 1998.

    [Paper]

  • M. Irani and P. Anandan,  Video Indexing Based on Mosaic Representations.  Proceedings of IEEE, May 1998.

    [Paper]

1997

  • Irani, M; Sawhney, HS; Kumar, R; Anandan, P (1997). Interactive content-based video indexing and browsing.  1997 Ieee First Workshop On Multimedia Signal Processing. 313-318.

    [Paper]

  • Irani, M; Rousso, B; Peleg, S. Recovery of Ego-Motion Using Region Alignment.  IEEE Transactions on Pattern Analysis and Machine Intelligence. 19:268-272.

    [Paper]

1996

  • M. Irani, P. Anandan: A unified approach to moving object detection in 2D and 3D scenes. ICPR 1996: 712-717

    [Paper]

  • M. Irani, P. Anandan, J. Bergen, R. Kumar, and S. Hsu, Efficient Representations of Video Sequences and Their Applications . Signal Processing: Image Communication, special issue on Image and Video Semantics: Processing, Analysis, and Application, Vol. 8, No. 4, May 1996.

    [Paper]

  • M. Irani and P. Anandan, Parallax Geometry of Pairs of Points for 3D Scene Analysis . European Conference on Computer Vision (ECCV), April 1996.

    [Paper]

1995

  • P. Anandan, M. Irani, R. Kumar, James R. Bergen: Video as an image data source: efficient representations and applications. ICIP 1995: 318-321

  • M. Irani, P. Anandan, Steven C. Hsu: Mosaic Based Representations of Video Sequences and Their Applications. ICCV 1995: 605-611

    [Paper]

  • M. Irani, S. Hsu, and P. Anandan, Video Compression Using Mosaic Representations . Signal Processing: Image Communication, special issue on Coding Techniques for Low Bit-rate Video, Vol. 7, No. 4-6, pp. 529-552, November 1995.

    (Paper pages & Figure pages)

1994

  • M. Irani, B. Rousso, S. Peleg: Recovery of ego-motion using image stabilization. CVPR 1994: 454-460

    [Paper]

  • M. Irani, B. Rousso, and S. Peleg, Computing Occluding and Transparent Motions . International Journal of Computer Vision (IJCV), Vol. 12, No. 1, pp. 5-16, February 1994. 

    [Paper]

1993

  • M. Irani, B. Rousso, S. Peleg: Robust Recovery of Ego-Motion. CAIP 1993: 371-378

    [Paper]

  • M. Irani and S. Peleg, Motion Analysis for Image Enhancement: Resolution, Occlusion, and Transparency . Journal of Visual Communication and Image Representation, Vol. 4, No. 4, pp. 324-335, December 1993.

    [Paper]

1992

  • Michal Irani, Shmuel Peleg: Image sequence enhancement using multiple motions analysis. CVPR 1992: 216-221

    [Paper]

  • M. Irani, B. Rousso, S. Peleg: Detecting and Tracking Multiple Moving Objects Using Temporal Integration. ECCV 1992: 282-287

    [Paper]

1991

  • M. Irani and S. Peleg, Improving Resolution by Image Registration . CVGIP: Graphical Models and Image Processing, Vol. 53, pp. 231-239, May 1991.

    [Paper]