Looking Into the Water by Unsupervised Learning of the Surface Shape.

Tali Treibitz https://orcid.org/0000-0002-3078-282X

Ori Lifschitz Tali Treibitz Dan Rosenbaum Looking Into the Water by Unsupervised Learning of the Surface Shape. 2026 March abs/2603.07614 CoRR https://doi.org/10.48550/arXiv.2603.07614 db/journals/corr/corr2603.html#abs-2603-07614 streams/journals/corr

Naama Alon-Borissiouk Matan Yuval Tali Treibitz Mirela Ben-Chen S-ACORD: Spectral Analysis of COral Reef Deformation. 2025 44 Comput. Graph. Forum 2 https://doi.org/10.1111/cgf.70044 db/journals/cgf/cgf44.html#AlonBorissioukYTB25 streams/journals/cgf

Matan Yuval Amit Peleg Elvan Ceyhan Dan Tchernov Yossi Loya Avi Bar Massada Tali Treibitz Intratentacular budding and zooid-dynamics in two coral genera. 103293 2025 90 Ecol. Informatics https://doi.org/10.1016/j.ecoinf.2025.103293 db/journals/ecoi/ecoi90.html#YuvalPCTLMT25 streams/journals/ecoi

Yevgeni Gutnik Nir Zagdanski Sharon Farber Tali Treibitz Morel Groper Navigating ALICE: Advancements in Deployable Docking and Precision Detection for AUV Operations. 5 2025 January 14 Robotics 1 https://doi.org/10.3390/robotics14010005 db/journals/robotics/robotics14.html#GutnikZFTG25 streams/journals/robotics

Opher Bar Nathan Deborah Levy Tali Treibitz Dan Rosenbaum Osmosis: RGBD Diffusion Prior for Underwater Image Restoration. 302-319 2024 ECCV (62) https://doi.org/10.1007/978-3-031-73033-7_17 conf/eccv/2024-62 db/conf/eccv/eccv2024-62.html#NathanLTR24 streams/conf/eccv

Opher Bar Nathan Deborah Levy Tali Treibitz Dan Rosenbaum Osmosis: RGBD Diffusion Prior for Underwater Image Restoration. 2024 abs/2403.14837 CoRR https://doi.org/10.48550/arXiv.2403.14837 db/journals/corr/corr2403.html#abs-2403-14837

Deborah Levy Amit Peleg Naama Pearl Dan Rosenbaum Derya Akkaynak Simon Korman Tali Treibitz SeaThru-NeRF: Neural Radiance Fields in Scattering Media. 56-65 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00014 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#LevyPPRAKT23 Shlomi Amitai Itzik Klein Tali Treibitz Self-Supervised Monocular Depth Underwater. 1098-1104 2023 ICRA https://doi.org/10.1109/ICRA48891.2023.10161161 conf/icra/2023 db/conf/icra/icra2023.html#AmitaiKT23

Yelena Randall Tali Treibitz FLSea: Underwater Visual-Inertial and Stereo-Vision Forward-Looking Datasets. 2023 abs/2302.12772 CoRR https://doi.org/10.48550/arXiv.2302.12772 db/journals/corr/corr2302.html#abs-2302-12772

Deborah Levy Amit Peleg Naama Pearl Dan Rosenbaum Derya Akkaynak Simon Korman Tali Treibitz SeaThru-NeRF: Neural Radiance Fields in Scattering Media. 2023 abs/2304.07743 CoRR https://doi.org/10.48550/arXiv.2304.07743 db/journals/corr/corr2304.html#abs-2304-07743

Antonin Sulc Imari Sato Bastian Goldluecke Tali Treibitz Towards Monocular Shape from Refraction. 2023 abs/2305.19743 CoRR https://doi.org/10.48550/arXiv.2305.19743 db/journals/corr/corr2305.html#abs-2305-19743

Naama Pearl Tali Treibitz Simon Korman NAN: Noise-Aware NeRFs for Burst-Denoising. 12662-12671 2022 CVPR https://doi.org/10.1109/CVPR52688.2022.01234 conf/cvpr/2022 db/conf/cvpr/cvpr2022.html#PearlTK22

Naama Pearl Tali Treibitz Simon Korman NAN: Noise-Aware NeRFs for Burst-Denoising. 2022 abs/2204.04668 CoRR https://doi.org/10.48550/arXiv.2204.04668 db/journals/corr/corr2204.html#abs-2204-04668

Shlomi Amitai Itzik Klein Tali Treibitz Self-Supervised Monocular Depth Underwater. 2022 abs/2210.03206 CoRR https://doi.org/10.48550/arXiv.2210.03206 db/journals/corr/corr2210.html#abs-2210-03206

Dana Berman Deborah Levy Shai Avidan Tali Treibitz Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset. 2822-2837 2021 43 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2020.2977624 https://www.wikidata.org/entity/Q90109195 db/journals/pami/pami43.html#BermanLAT21

Matan Yuval Iñigo Alonso 0002 Gal Eyal Dan Tchernov Yossi Loya Ana C. Murillo Tali Treibitz Repeatable Semantic Reef-Mapping through Photogrammetry and Label-Augmentation. 659 2021 13 Remote. Sens. 4 https://doi.org/10.3390/rs13040659 https://www.wikidata.org/entity/Q112766138 db/journals/remotesensing/remotesensing13.html#YuvalAETLMT21

Antonin Sulc Imari Sato Bastian Goldluecke Tali Treibitz Towards Monocular Shape from Refraction. 6 2021 BMVC https://www.bmvc2021-virtualconference.com/assets/papers/0195.pdf conf/bmvc/2021 db/conf/bmvc/bmvc2021.html#SulcSGT21

Yevgeni Gutnik Aviad Avni Tali Treibitz Morel Groper On the modification of the SPARUS II AUV for close range imaging survey platform. 2021 abs/2111.08971 CoRR https://arxiv.org/abs/2111.08971 db/journals/corr/corr2111.html#abs-2111-08971

Dana Berman Tali Treibitz Shai Avidan Single Image Dehazing Using Haze-Lines. 720-734 2020 42 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2018.2882478 https://www.wikidata.org/entity/Q93367927 db/journals/pami/pami42.html#BermanTA20

Yael Bekerman Shai Avidan Tali Treibitz Unveiling Optical Properties in Underwater Images. 1-12 2020 ICCP https://doi.org/10.1109/ICCP48838.2020.9105267 conf/iccp/2020 db/conf/iccp/iccp2020.html#BekermanAT20

Iñigo Alonso 0002 Matan Yuval Gal Eyal Tali Treibitz Ana C. Murillo CoralSeg: Learning coral segmentation from sparse annotations. 1456-1477 2019 36 J. Field Robotics 8 https://doi.org/10.1002/rob.21915 https://www.wikidata.org/entity/Q127105440 db/journals/jfr/jfr36.html#AlonsoYETM19

Derya Akkaynak Tali Treibitz Sea-Thru: A Method for Removing Water From Underwater Images. 1682-1691 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Akkaynak_Sea-Thru_A_Method_for_Removing_Water_From_Underwater_Images_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00178 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#AkkaynakT19 Eden Sassoon Tali Treibitz Yoav Y. Schechner Flare in Interference-Based Hyperspectral Cameras. 10173-10181 2019 ICCV https://doi.org/10.1109/ICCV.2019.01027 conf/iccv/2019 db/conf/iccv/iccv2019.html#SassoonTS19 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. 1385-1393 2018 CVPR Workshops http://openaccess.thecvf.com/content_cvpr_2018_workshops/w28/html/Levy_Automated_Analysis_of_CVPR_2018_paper.html https://doi.org/10.1109/CVPRW.2018.00187 https://doi.ieeecomputersociety.org/10.1109/CVPRW.2018.00187 conf/cvpr/2018w db/conf/cvpr/cvprw2018.html#LevyBOBSNTT18 Derya Akkaynak Tali Treibitz A Revised Underwater Image Formation Model. 6723-6732 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Akkaynak_A_Revised_Underwater_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00703 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00703 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#AkkaynakT18 Himabindu Allaka Deborah Levy Tali Treibitz Morel Groper Vision-aided Speed Modulation System to Enhance Seaworthiness of Autonomous Planing Crafts. 1-6 2018 WPNC https://doi.org/10.1109/WPNC.2018.8555758 conf/wpnc/2018 db/conf/wpnc/wpnc2018.html#AllakaLTG18

Dana Berman Deborah Levy Shai Avidan Tali Treibitz Underwater Single Image Color Restoration Using Haze-Lines and a New Quantitative Dataset. 2018 abs/1811.01343 CoRR http://arxiv.org/abs/1811.01343 db/journals/corr/corr1811.html#abs-1811-01343

Zak Murez Tali Treibitz Ravi Ramamoorthi David J. Kriegman Photometric Stereo in a Scattering Medium. 1880-1891 2017 39 IEEE Trans. Pattern Anal. Mach. Intell. 9 https://doi.org/10.1109/TPAMI.2016.2613862 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2016.2613862 https://www.wikidata.org/entity/Q53554831 db/journals/pami/pami39.html#MurezTRK17

Dana Menaker Tali Treibitz Shai Avidan Color Restoration of Underwater Images. 2017 BMVC https://www.dropbox.com/s/ykjeib6w66a7go2/0109.pdf conf/bmvc/2017 db/conf/bmvc/bmvc2017.html#MenakerTA17 Derya Akkaynak Tali Treibitz Tom Shlesinger Yossi Loya Raz Tamir David Iluz What is the Space of Attenuation Coefficients in Underwater Computer Vision? 568-577 2017 CVPR https://doi.org/10.1109/CVPR.2017.68 https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.68 conf/cvpr/2017 db/conf/cvpr/cvpr2017.html#AkkaynakTSLTI17 Dana Berman Tali Treibitz Shai Avidan Air-light estimation using haze-lines. 115-123 2017 ICCP https://doi.org/10.1109/ICCPHOT.2017.7951489 conf/iccp/2017 db/conf/iccp/iccp2017.html#BermanTA17 Ori Spier Tali Treibitz Guy Gilboa In situ target-less calibration of turbid media. 137-145 2017 ICCP https://doi.org/10.1109/ICCPHOT.2017.7951491 conf/iccp/2017 db/conf/iccp/iccp2017.html#SpierTG17 Iñigo Alonso 0002 Ana B. Cambra Adolfo Muñoz 0001 Tali Treibitz Ana C. Murillo Coral-Segmentation: Training Dense Labeling Models with Sparse Ground Truth. 2874-2882 2017 ICCV Workshops https://doi.org/10.1109/ICCVW.2017.339 https://doi.ieeecomputersociety.org/10.1109/ICCVW.2017.339 conf/iccvw/2017 db/conf/iccvw/iccvw2017.html#AlonsoCMTM17 Dana Berman Tali Treibitz Shai Avidan Non-local Image Dehazing. 1674-1682 2016 CVPR https://doi.org/10.1109/CVPR.2016.185 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.185 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#BermanTA16 Zak Murez Tali Treibitz Ravi Ramamoorthi David J. Kriegman Photometric Stereo in a Scattering Medium. 3415-3423 2015 ICCV https://doi.org/10.1109/ICCV.2015.390 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.390 conf/iccv/2015 db/conf/iccv/iccv2015.html#MurezTRK15 Tali Treibitz Descattering. 186-189 2014 Computer Vision, A Reference Guide https://doi.org/10.1007/978-0-387-31439-6_554 db/reference/vision/vision2014.html#Treibitz14

Tali Treibitz Yoav Y. Schechner Clayton Kunz Hanumant Singh Flat Refractive Geometry. 51-65 2012 34 IEEE Trans. Pattern Anal. Mach. Intell. 1 https://doi.org/10.1109/TPAMI.2011.105 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2011.105 https://www.wikidata.org/entity/Q84114388 db/journals/pami/pami34.html#TreibitzSKS12

Tali Treibitz Yoav Y. Schechner Turbid Scene Enhancement Using Multi-Directional Illumination Fusion. 4662-4667 2012 21 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2012.2208978 https://www.wikidata.org/entity/Q84615654 db/journals/tip/tip21.html#TreibitzS12

Tali Treibitz Zak Murez B. Greg Mitchell David J. Kriegman Shape from Fluorescence. 292-306 2012 ECCV (7) https://doi.org/10.1007/978-3-642-33786-4_22 conf/eccv/2012-7 db/conf/eccv/eccv2012-7.html#TreibitzMMK12 Florian Schroff Tali Treibitz David J. Kriegman Serge J. Belongie Pose, illumination and expression invariant pairwise face-similarity measure via Doppelgänger list comparison. 2494-2501 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126535 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126535 conf/iccv/2011 db/conf/iccv/iccv2011.html#SchroffTKB11

Tali Treibitz Yoav Y. Schechner Active Polarization Descattering. 385-399 2009 31 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2008.85 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2008.85 https://www.wikidata.org/entity/Q51856242 db/journals/pami/pami31.html#TreibitzS09

Tali Treibitz Yoav Y. Schechner Polarization: Beneficial for visibility enhancement?. 525-532 2009 CVPR https://doi.org/10.1109/CVPR.2009.5206551 https://doi.org/10.1109/CVPRW.2009.5206551 https://doi.ieeecomputersociety.org/10.1109/CVPR.2009.5206551 conf/cvpr/2009 db/conf/cvpr/cvpr2009.html#TreibitzS09 Tali Treibitz Yoav Y. Schechner Hanumant Singh Flat refractive geometry. 2008 CVPR https://doi.org/10.1109/CVPR.2008.4587844 https://doi.ieeecomputersociety.org/10.1109/CVPR.2008.4587844 conf/cvpr/2008 db/conf/cvpr/cvpr2008.html#TreibitzSS08 Tali Treibitz Yoav Y. Schechner Instant 3Descatter. 1861-1868 2006 conf/cvpr/2006 CVPR (2) https://doi.org/10.1109/CVPR.2006.155 https://doi.ieeecomputersociety.org/10.1109/CVPR.2006.155 db/conf/cvpr/cvpr2006.html#TreibitzS06 Derya Akkaynak Himabindu Allaka Naama Alon-Borissiouk Iñigo Alonso 0002 Shlomi Amitai Shai Avidan Aviad Avni Yael Bekerman Yuval Belfer Serge J. Belongie Mirela Ben-Chen Dana Berman Eyal Bigal Ana B. Cambra Elvan Ceyhan Gal Eyal Sharon Farber Guy Gilboa Bastian GoldlückeBastian Goldluecke Morel Groper Yevgeni Gutnik David Iluz Itzik Klein Simon Korman David J. Kriegman Clayton Kunz Deborah Levy Ori Lifschitz Yossi Loya Avi Bar Massada Dana Menaker B. Greg Mitchell Adolfo Muñoz 0001 Zak Murez Ana Cristina MurilloAna C. Murillo Opher Bar Nathan Hagai Nativ Elad Osherov Naama Pearl Amit Peleg Ravi Ramamoorthi Yelena Randall Dan Rosenbaum Eden Sassoon Imari Sato Yoav Y. Schechner Aviad P. Scheinin Florian Schroff Tom Shlesinger Hanumant Singh Ori Spier Antonin Sulc Raz Tamir Dan Tchernov Matan Yuval Nir Zagdanski