Marine Imaging Lab | Tali Treibitz |  |
ttreibitz@univ.haifa.ac.il |
- Shape from Fluorescence
- Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelganger List Comparison
- Active polarization descattering
- Active polarization descattering
- Flat Refractive Geometry
- Resolution Loss Without Imaging Blur
Peer-Reviewed Publications
Dana Berman, Deborah Levy, Shai Avidan, Tali Treibitz, Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset, Trans. IEEE transactions on pattern analysis and machine intelligence 2020, [PDF], [Link to dataset]
Yael Bekerman, Shai Avidan, Tali Treibitz, Unveiling Optical Properties in Underwater Images, Proc. IEEE International Conference on Computational Photography 2020, [PDF].
Iñigo Alonso, Matan Yuval, Gal Eyal, Tali Treibitz, Ana C. Murillo, CoralSeg: Learning coral segmentation from sparse annotations, Journal of Field Robotics, 2019, [PDF].
Eden Sassoon, Yoav Y. Schecner, Tali Treibitz, Flare in Interference Based Hyperspectral Cameras, ICCV 2019, [PDF].
Derya Akkaynak, Tali Treibitz, Sea-thru: A Method For Removing Water From Underwater Images, CVPR 2019, [PDF] [Link to dataset]
Adi Vainiger, Yoav Schechner, Tali Treibitz, Aviad Avni, and David Timor, Optical wide-field tomography of sediment resuspension, Opt. Express 27, A766-A778 (2019).
Deborah Levy, Yuval Belfer, Elad Osherov, Eyal Bigal, Aviad P. Scheinin, Hagai Nativ, Dan Tchernov, Tali Treibitz, Automated Analysis of Marine Video With Limited Data, CVPR 2018, Workshop on Automated Analysis of Marine Video for Environmental Monitoring [PDF].
Derya Akkaynak, Tali Treibitz, A Revised Underwater Image Formation Model, CVPR 2018, [PDF].
Dana Berman, Tali Treibitz, Shai Avidan, Single Image Dehazing Using Haze-Lines, IEEE transactions on pattern analysis and machine intelligence, 2018. [PDF]
Dana Berman, Deborah Levy, Shai Avidan, Tali Treibitz, Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset, Arxiv, 2018. [Link to dataset]
Iñigo Alonso, Ana Cambra, Adolfo Muñoz, Tali Treibitz, Ana C. Murillo, Coral-Segmentation: Training Dense Labeling Models with Sparse Ground Truth, ICCV 2017, first international workshop on Visual Wildlife Monitoring (VWM 2017) [PDF].
Adi Zweifler, Derya Akkaynak, Tali Mass, Tali Treibitz, Analyzing Distribution of Coral Recruits using Fluorescence Imaging, Frontiers in Marine Science, 2017.
Schoening T, Durden J, Preuss I, Branzan Albu A, Purser A, De Smet B, Dominguez-Carrio C, Yesson C, de Jonge D, Lindsay D, Schulz J, Möller K, Beisiegel K, Kuhnz L, Hoeberechts M, Piechaud N, Sharuga S, Treibitz T, Report on the Marine Imaging Workshop 2017, Research Ideas and Outcomes 3: e13820, 2017. [https://doi.org/10.3897/rio.3.e13820]
Dana Berman, Tali Treibitz, Shai Avidan, Diving into Haze-Lines: Color Restoration of Underwater Images, BMVC 2017. [Project page]
Derya Akkaynak, Tali Treibitz, Tom Shlesinger, Raz Tamir, Yossi Loya, David Iluz, What Is the Space of Attenuation Coefficients in Underwater Computer Vision?, CVPR 2017, [PDF].
Ori Spier, Tali Treibitz, Guy Gilboa, In Situ Target-Less Calibration of Turbid Media, ICCP 2017, [PDF].
Dana Berman, Tali Treibitz, Shai Avidan, Air-Light Estimation Using Haze-Lines, ICCP 2017, [PDF].
Neal BP, Khen A, Treibitz T, Beijbom O, O'Connor G, Coffroth MA, Knowlton N, Kriegman D, Mitchell BG, Kline DI, Caribbean massive corals not recovering from repeated thermal stress events during 2005-2013, Ecology and Evolution, 7(5), pp.1339-1353, 2017.
Zachary Murez, Tali Treibitz, David Kriegman, Ravi Ramamoorthi, Photometric Stereo in a Scattering Medium, IEEE Trans. Pattern Analysis & Machine Intelligence, 2016.
Andrew D. Mullen*, Tali Treibitz*, Paul L. D. Roberts, Emily L. A. Kelly, Rael Horwitz, Jennifer E. Smith & Jules S. Jaffe, Underwater Microscopy for In Situ Studies of Benthic Ecosystems, Nature Communications, 2016.
Dana Berman, Tali Treibitz, Shai Avidan, Non-Local Image Dehazing, CVPR 2016 (spotlight), [Project page], [PDF], [Dana's spotlight presentation in CVPR].
O. Beijbom, T. Treibitz, D. I. Kline, G. Eyal, A. Khen, B. P. Neal, Y. Loya, B. G. Mitchell, D. Kriegman, Improving Automated Annotation of Benthic Survey Images Using Wide-band Fluorescence, Scientific Reports, 2016. All data available for download.
Y. Loya, G. Eyal, T. Treibitz, M. P. Lesser, R. Appeldoorn, Theme section on mesophotic coral ecosystems: advances in knowledge and future perspectives, Coral Reefs 2016.
Zachary Murez, Tali Treibitz, David Kriegman, Ravi Ramamoorthi, Photometric Stereo in a Scattering Medium, ICCV 2015, [PDF].
B. P. Neal, T.-H. Lin, R. N. Winter, T. Treibitz, O. Beijbom, D. Kriegman, D. I. Kline, B. G. Mitchell, Methods and measurement variance for field estimations of coral colony planar area using underwater photographs and semi-automated image segmentation, Environmental Monitoring and Assessment July 2015, 187:496, [PDF]
O. Beijbom, P. J. Edmunds, T-Y. Fan, C. Roelfsema, J. Smith, M. J. Dunlap, D. I. Kline, V. Moriarty, B. P. Neal, C-J. Tan, S. Chan, A. Chen, T. Treibitz, B. G. Mitchell, D. Kriegman, Towards automated annotation of benthic survey images: variability of human experts and operational modes of automation, PLOS One 2015,
G. Eyal, J. Wiedenmann, M. Grinblat, C. D'Angelo, O. Ben-Zvi, E. Kramarsky-Winter, T. Treibitz, Y. Shaked, T. B. Smith, S. Harii, V. Denis, T. Noyes, R. Tamir, Y. Loya, Spectral diversity and regulation of coral fluorescence in a mesophotic reef habitat in the Red Sea, PLOS One 2015, press coverage in Nature and the BBC.
T. Treibitz, B. P. Neal, D. I. Kline, O. Beijbom, P. Roberts, B. G. Mitchell, D. Kriegman, Wide Field-of-View Fluorescence Imaging of Coral Reefs, Scientific Reports, 2015
D. Akkaynak, T. Treibitz, B. Xiao, U.A. Gurkan, J.J. Allen, U. Demirci, and R.T. Hanlon, Use of commercial off-the-shelf (COTS) digital cameras for scientific data acquisition and scene-specific color calibration, J. Optical Society of America A., Vol. 31, Issue 2, pp. 312-321 (2014), [PDF]. Here is Matlab code used in the paper.
Tali Treibitz, Zak Murez, B. Greg Mitchell, David Kriegman, Shape from Fluorescence, European Conference of Computer Vision, 2012, [PDF]
Tali Treibitz, Yoav Y. Schechner, Turbid Scene Enhancement Using Multi-Directional Illumination Fusion, IEEE Trans. on Image Processing, Vol. 21, Issue 11, pp. 4662-4667 (2012), [PDF]
Tali Treibitz, Yoav Y. Schechner, Resolution Loss Without Imaging Blur, J. Optical Society of America A., Vol. 29, Issue 8, pp. 1516-1528 (2012),[PDF]
Florian Schroff*, Tali Treibitz*, Serge Belongie, David Kriegman, Pose, Illumination and Expression Invariant Pairwise Face-Similarity Measure via Doppelganger List Comparison", ICCV 2011. *Joint authorship, [PDF]
Tali Treibitz, Yoav Y. Schechner, Clayton Kuntz, Hanumant Singh, Flat Refractive Geometry, IEEE Trans. Pattern Analysis & Machine Intelligence, vol. 34, Issue 1, pp. 51-65 (2011), [PDF]
Tali Treibitz and Yoav Y. Schechner, Polarization- Beneficial for Visibility Enhancement?, oral in CVPR (2009), [PDF],
Tali Treibitz and Yoav Y. Schechner, Recovery Limits in Pointwise Degradation, Proc. IEEE ICCP (2009), [PDF], .
Tali Treibitz and Yoav Y. Schechner, Active Polarization Descattering, IEEE Trans. Pattern Analysis & Machine Intelligence, vol. 31, Issue 3, pp. 385-399, (2009). [PDF].
Tali Treibitz, Yoav Y. Schechner and Hanumant Singh, Flat Refractive Geometry, oral in CVPR (2008), [PDF], [errata], [demo movie].
Tali Treibitz and Yoav Y. Schechner, Instant 3Descatter, Proc. IEEE CVPR, Vol. 2, pp. 1861-1868 (2006). [PDF], [CVPR poster]
Thesis
T. Treibitz, Advisor: Dr. Y. Y. Schechner, Geometry and Photometry of Imaging Through a Medium, Ph.D thesis in Electrical Engineering, Technion (2010)
Book Chapters
T. Treibitz, Descattering, to appear in the Encyclopedia of Computer Vision, Ed. Katsushi Ikeuchi, Springer 2013.
Additional Conference Talks
T. Treibitz, B. P. Neal, O. Beijbom, D. Kriegman, S. Belongie, D. I. Kline, B. G. Mitchell, Underwater Color as a Source of Scientific Data for Coral Communities, American Society of Limnology and Oceanography Aquatic Sciences Meeting, 2011, abstract.
T. Treibitz, B. P. Neal, P. Roberts, D. I. Kline, O. Beijbom, S. Belongie, B. G. Mitchell, J. Jaffe, D. Kriegman, Wide Field of View Full Spectrum Fluorescence Imaging for Coral Ecology, International Coral Reef Symposium, 2012, abstract.
T. Treibitz, B. P. Neal, D. I. Kline, O. Beijbom, P. Roberts, B. G. Mitchell, D. Kriegman, Wide Field-of-View Daytime Fluorescence Imaging of Coral Reefs, Marine Technological Society / IEEE Oceans, 2013.
Book Figures
Sonke Johnsen, The Optics of Life: A Biologist's Guide to Light in Nature, Fig. 2.9.