Our Publications

Publications for 'Dejan Tomaževič'

Papers in Journals

Shirin Barimani, Rok Šibanc, Dejan Tomaževič, Robin Meier, Peter Kleinebudde

100% visual inspection of tablets produced with continuous direct compression and coating

International Journal of Pharmaceutics, 614:121465, 2022

JCR Impact Factor: 5.8 (2022) -- Best Category: 40/277 pharmacology & pharmacy -- Quartile: 1

Papers in Journals

Domen Rački, Dejan Tomaževič, Danijel Skočaj

Detection of surface defects on pharmaceutical solid oral dosage forms with convolutional neural networks

Neural Computing & Applications, 34:631-650, 2022

JCR Impact Factor: 6.0 (2022) -- Best Category: 41/145 computer science, artificial intelligence -- Quartile: 2

Abstracts in Conference Proceedings

Andraž Mehle, Domen Kitak, Domen Rački, Dejan Tomaževič

Deep learning-based machine vision system for use in high-shear granulation

36th International Forum Process Analytical Technology - IFPAC 2022, Jun 12-15, North Bethesda, MD, USA, 2022

Abstracts in Conference Proceedings

Andraž Mehle, Domen Kitak, Gregor Podrekar, Dejan Tomaževič

Particle agglomeration analysis using PATVIS APA and deep learning

12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology - PBP 2020 (postponed to 2021), Feb 8-11, Vienna, Austria, 2020

Papers in Conference Proceedings

Gregor Podrekar, Domen Kitak, Andraž Mehle, Domen Rački, Rok Dreu, Dejan Tomaževič

3D orientation estimation of pharmaceutical minitablets with convolutional neural network

15th International Work-Conference on Artificial Neural Networks - IWANN 2019: Advances in Computational Intelligence, Jun 12-14, Gran Canaria, Spain (I. Rojas et al., Eds.), Lecture Notes in Computer Science 11507:208-219, 2019

Abstracts in Conference Proceedings

Gregor Podrekar, Domen Kitak, Andraž Mehle, Dejan Tomaževič, Rok Dreu

In-line intra-minitablet coating thickness characterization with PATVIS APA

AAPS PharmSci 360, Nov 3-6, San Antonio, TX, USA, 2019

Papers in Journals

Domen Rački, Dejan Tomaževič, Danijel Skočaj

Enovita konvolucijska nevronska mreža za detekcijo anomalij na teksturiranih površinah

Elektrotehniški vestnik - Electrotechnical Review, 85(5):279-285, 2018

Papers in Journals

Andraž Mehle, Domen Kitak, Gregor Podrekar, Boštjan Likar, Dejan Tomaževič

In-line agglomeration degree estimation in fluidized bed pellet coating processes using visual imaging

International Journal of Pharmaceutics, 546(1-2):78-85, 2018

JCR Impact Factor: 4.213 (2018) -- Best Category: 44/267 pharmacology & pharmacy -- Quartile: 1

Papers in Journals

Gregor Podrekar, Domen Kitak, Andraž Mehle, Zoran Lavrič, Boštjan Likar, Dejan Tomaževič, Rok Dreu

In-line film coating thickness estimation of minitablets in a fluid-bed coating equipment

AAPS PharmSciTech, 19(8):3440-3453, 2018

JCR Impact Factor: 2.608 (2018) -- Best Category: 132/267 pharmacology & pharmacy -- Quartile: 2

Papers in Conference Proceedings

Domen Rački, Dejan Tomaževič, Danijel Skočaj

A compact convolutional neural network for textured surface anomaly detection

18th IEEE Winter Conference on Applications of Computer Vision - WACV 2018, Mar 12-15, Lake Tahoe, NV, USA (A. Hoogs, S. McCloskey, G. Medioni, Eds.), 1331-1339, 2018

Papers in Conference Proceedings

Domen Rački, Dejan Tomaževič, Danijel Skočaj

The effect of different CNN configurations on textured-surface defect segmentation and detection performance

23rd Computer Vision Winter Workshop - CVWW 2018, Feb 5-7, Český Krumlov, Czech Republic (Z. Kukelova, J. Skovierova, Eds.), 89-96, 2018

Abstracts in Conference Proceedings

Andraž Mehle, Domen Kitak, Gregor Podrekar, Rok Dreu, Dejan Tomaževič

In-line agglomeration estimation in fluid-bed pellet coating processes using PATVIS APA

11th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology - PBP 2018, Mar 19-22, Granada, Spain, 2018

Abstracts in Conference Proceedings

Gregor Podrekar, Domen Kitak, Andraž Mehle, Dejan Tomaževič, Rok Dreu

In-line coating thickness estimation of tablets with visual imaging

AAPS PharmSci 360, Nov 4-7, San Antonio, TX, USA, 2018

Papers in Journals

Andraž Mehle, Boštjan Likar, Dejan Tomaževič

In-line recognition of agglomerated pharmaceutical pellets with density-based clustering and convolutional neural network

IPSJ Transactions on Computer Vision and Applications, 9:7, 2017

Papers in Conference Proceedings

Andraž Mehle, Boštjan Likar, Dejan Tomaževič

In-line recognition of agglomerated pharmaceutical pellets with density-based clustering and convolutional neural network

15th IAPR International Conference on Machine Vision Applications - MVA 2017, May 8-12, Nagoya, Japan, 9-12, 2017

Papers in Conference Proceedings

Gregor Podrekar, Dejan Tomaževič, Boštjan Likar, Peter Usenik

Model based visual inspection of pharmaceutical tablets with photometric stereo

15th IAPR International Conference on Machine Vision Applications - MVA 2017, May 8-12, Nagoya, Japan, 133-136, 2017

Papers in Conference Proceedings

Domen Rački, Dejan Tomaževič, Danijel Skočaj

Towards surface anomaly detection with deep learning

26. mednarodna elektrotehniška in računalniška konferenca - 26th International Electrotechnical and Computer Science Conference - ERK 2017, Sep 21-23, Portorož, Slovenia, 437-440, 2017

Papers in Journals

Andraž Mehle, Marko Bukovec, Boštjan Likar, Dejan Tomaževič

Print registration for automated visual inspection of transparent pharmaceutical capsules

Machine Vision and Applications, 27(7):1087-1102, 2016

JCR Impact Factor: 1.797 (2016) -- Best Category: 9/22 computer science, cybernetics -- Quartile: 2

Abstracts in Conference Proceedings

Gregor Podrekar, Domen Kitak, Dejan Tomaževič, Boštjan Likar, Rok Šibanc

Estimating film coating thickness of tablets with digital imaging

7th International Congress on Pharmaceutical Engineering - ICPE 2016, Sep 14-15, Graz, Austria, 2016

Abstracts in Conference Proceedings

Domen Kitak, Gregor Podrekar, C. Funario, G. Mondelli, G. Bertuzzi, Boštjan Likar, Dejan Tomaževič

In-line monitoring and analysis of fluid-bed pellet coating processes using PATVIS APA

10th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology - PBP 2016, Apr 4-7, Glasgow, UK, 2016

Papers in Journals

Blaž Bratanič, Franjo Pernuš, Boštjan Likar, Dejan Tomaževič

Real-time pose estimation of rigid objects in heavily cluttered environments

Computer Vision and Image Understanding, 141:38-51, 2015

JCR Impact Factor: 2.134 (2015) -- Best Category: 62/255 engineering, electrical & electronic -- Quartile: 1

Papers in Conference Proceedings

Gregor Podrekar, Blaž Bratanič, Boštjan Likar, Franjo Pernuš, Dejan Tomaževič

Automated visual inspection of pharmaceutical tablets in heavily cluttered dynamic environments

14th IAPR International Conference on Machine Vision Applications - MVA 2015, May 18-22, Tokyo, Japan, 206-209, 2015

Papers in Conference Proceedings

Blaž Bratanič, Boštjan Likar, Franjo Pernuš, Dejan Tomaževič

Pose estimation of textureless objects in cluttered environments

14th IAPR International Conference on Machine Vision Applications - MVA 2015, May 18-22, Tokyo, Japan, 134-137, 2015

Papers in Journals

Nika Oman Kadunc, Rok Šibanc, Rok Dreu, Boštjan Likar, Dejan Tomaževič

In-line monitoring of pellet coating thickness growth by means of visual imaging

International Journal of Pharmaceutics, 470(1-2):8-14, 2014

JCR Impact Factor: 3.650 (2014) -- Best Category: 56/255 pharmacology & pharmacy -- Quartile: 1

Papers in Journals

Blaž Bratanič, Franjo Pernuš, Boštjan Likar, Dejan Tomaževič

Real-time rotation estimation using histograms of oriented gradients

PLOS One, 9(3):e92137, 2014

JCR Impact Factor: 3.234 (2014) -- Best Category: 9/57 multidisciplinary sciences -- Quartile: 1

Papers in Conference Proceedings

Andraž Mehle, Marko Bukovec, Franjo Pernuš, Boštjan Likar, Dejan Tomaževič

Print localization on transparent pharmaceutical capsules

19th Computer Vision Winter Workshop - CVWW 2014, Feb 3-5, Køtiny, Czech Republic (J. Heller, Z. Kukelova, Eds.), 75-80, 2014

Papers in Journals

Miha Možina, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Automated visual inspection of imprint quality of pharmaceutical tablets

Machine Vision and Applications, 24(1):66-73, 2013

JCR Impact Factor: 1.444 (2013) -- Best Category: 9/24 computer science, cybernetics -- Quartile: 2

Papers in Journals

Matjaž Kosec, Miran Bürmen, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Characterization of a spectrograph based hyperspectral imaging system

Optics Express, 21(10):12085-12099, 2013

JCR Impact Factor: 3.525 (2013) -- Best Category: 6/83 optics -- Quartile: 1

Papers in Conference Proceedings

Blaž Bratanič, Boštjan Likar, Franjo Pernuš, Dejan Tomaževič

Real-time in-plane rotation estimation of pharmaceutical tablets: a feature based approach

13th IAPR International Conference on Machine Vision Applications - MVA 2013, May 20-23, Kyoto, Japan, 423-426, 2013

Papers in Journals

Primož Markelj, Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

A review of 3D/2D registration methods for image-guided interventions

Medical Image Analysis, 16(3):642-661, 2012

JCR Impact Factor: 4.087 (2012) -- Best Category: 4/99 computer science, interdisciplinary applications -- Quartile: 1

Papers in Journals

Matjaž Kosec, Miran Bürmen, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Automated model based calibration of short-wavelength infrared (SWIR) imaging spectrographs

Applied Spectroscopy, 66(10):1128-1135, 2012

JCR Impact Factor: 1.942 (2012) -- Best Category: 10/57 instruments & instrumentation -- Quartile: 1

Papers in Journals

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Multi-feature mutual information image registration

Image Analysis & Stereology, 31(1):43-53, 2012

JCR Impact Factor: 0.639 (2012) -- Best Category: 14/23 imaging science & photographic technology -- Quartile: 3

Papers in Conference Proceedings

Matjaž Kosec, Miran Bürmen, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Automated model-based calibration of imaging spectrographs

SPIE Photonics West 2012: Clinical Technologies and Systems, Design and Quality for Biomedical Technologies V, Jan 21-26, San Francisco, CA, USA (R. Raghavachari, R. Liang, J. Pfefer, Eds.), 8215:82150A, 2012

Papers in Journals

Miha Možina, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Real-time image segmentation for visual inspection of pharmaceutical tablets

Machine Vision and Applications, 22(1):145-156, 2011

JCR Impact Factor: 1.009 (2011) -- Best Category: 125/244 engineering, electrical & electronic -- Quartile: 3

Papers in Conference Proceedings

Nika Oman, Miha Možina, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

A study of a visual inspection technique for in-process monitoring of coating of pharmaceutical pellets

IEEE International Conference on Industrial Technology - ICIT 2011, Mar 14-16, Auburn, AL, USA, 239-243, 2011

Papers in Conference Proceedings

Miha Možina, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Modelling imprints of pharmaceutical tablets for imprint quality visual inspection

15th International Conference on Image Processing, Computer Vision, and Pattern Recognition - IPCV 2011, Jul 18-21, Las Vegas, NV, USA, 934-940, 2011

Papers in Conference Proceedings

Miha Možina, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Optical character verification of print on pharmaceutical capsules

12th IAPR International Conference on Machine Vision Applications - MVA 2011, Jun 13-15, Nara, Japan (K. Yamada, Ed.), 303-306, 2011

Papers in Journals

Miha Možina, Dejan Tomaževič, Stanko Leben, Franjo Pernuš, Boštjan Likar

Digital imaging as a process analytical technology tool for fluid-bed pellet coating process

European Journal of Pharmaceutical Sciences, 41(1):156-162, 2010

JCR Impact Factor: 3.291 (2010) -- Best Category: 68/249 pharmacology & pharmacy -- Quartile: 2

Papers in Conference Proceedings

Miha Možina, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Visual imaging as a process analytical technology tool for the understanding and on-line monitoring of pellet coating process

IEEE International Conference on Industrial Technology - ICIT 2010, Mar 14-17, Viña del Mar, Chile, 1088-1093, 2010

Abstracts in Conference Proceedings

Matjaž Kosec, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Analiza NIR hiperspektralnih slik

5. strokovna konferenca o računalniški obdelavi slik in njeni uporabi v Sloveniji - ROSUS 2010, 18. marec, Maribor, Slovenija (B. Potočnik, ur.), 53-60, 2010

Papers in Conference Proceedings

Miha Možina, Miran Bürmen, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Automatic visual inspection of pharmaceutical pellets in coating process

IEEE International Conference on Industrial Technology - ICIT 2009, Feb 10-13, Churchill, VIC, Australia, 2009

Papers in Conference Proceedings

Primož Markelj, Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Registration of 3D pre-interventional to 2D intra-interventional medical images

World Congress on Medical Physics and Biomedical Engineering 2009, Sep 7-12, Munich, Germany (O. Doessel, W. C. Schlegel, Eds.), IFMBE Proceedings 25/4:1924–1927, 2009

Papers in Journals

Primož Markelj, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Robust 3-D/2-D registration of CT and MR to X-ray images based on gradient reconstruction

International Journal of Computer Assisted Radiology and Surgery, 3(6):477-484, 2008

JCR Impact Factor: 1.481 (2011) -- Best Category: 89/199 surgery -- Quartile: 2

Papers in Journals

Primož Markelj, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Robust gradient-based 3-D/2-D registration of CT and MR to X-ray images

IEEE Transactions on Medical Imaging, 27(12):1704-1714, 2008

JCR Impact Factor: 4.004 (2008) -- Best Category: 1/98 computer science, interdisciplinary applications -- Quartile: 1

Papers in Conference Proceedings

Primož Markelj, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Robust 3D/2D registration of CT and MR to X-ray images based on gradient reconstruction

22nd International Congress and Exhibition on Computer Assisted Radiology and Surgery - CARS 2008, Jun 25-28, Barcelona, Spain (H. U. Lemke et al., Eds.), 3:S102, 2008

Doctoral Disssertations

Dejan Tomaževič

3D/2D registration of medical images

PhD thesis: Utrecht University, Faculty of Medicine, the Netherlands (M. A. Viergever, F. Pernuš), 2008

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

3D/2D image registration: The impact of X-ray views and their number

10th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2007, Oct 29 - Nov 2, Brisbane, QLD, Australia (N. Ayache, S. Ourselin, A. Maeder, Eds.), Lecture Notes in Computer Science 4791:450-457, 2007

Papers in Conference Proceedings

Primož Markelj, Dejan Tomaževič, Franjo Pernuš, Boštjan Likar

Optimizing bone extraction in MR images for 3D/2D gradient based registration of MR and X-ray images

SPIE Medical Imaging 2007: Image Processing, Feb 17-22, San Diego, CA, USA (J. P. W. Pluim, J. M. Reinhardt, Eds.), 5612:651224-1, 2007

Papers in Journals

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

3-D/2-D registration by integrating 2-D information in 3-D

IEEE Transactions on Medical Imaging, 25(1):17-27, 2006

JCR Impact Factor: 3.757 (2006) -- Best Category: 1/11 imaging science & photographic technology -- Quartile: 1

Papers in Journals

Darko Škerl, Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Evaluation of similarity measures for reconstruction-based registration in image-guided radiotherapy and surgery

International Journal of Radiation Oncology*Biology*Physics, 65(3):943-953, 2006

JCR Impact Factor: 4.463 (2006) -- Best Category: 7/85 radiology, nuclear medicine & medical imaging -- Quartile: 1

Papers in Journals

Everine B. van de Kraats, Greame P. Penney, Dejan Tomaževič, Theo van Walsum, Wiro J. Niessen

Standardized evaluation methodology for 2-D-3-D registration

IEEE Transactions on Medical Imaging, 24(9):1177-1189, 2005

JCR Impact Factor: 3.939 (2005) -- Best Category: 1/12 imaging science & photographic technology -- Quartile: 1

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Reconstruction-based 3D/2D image registration

8th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005, Oct 26-30, Palm Springs, CA, USA (J. Duncan, G. Gerig, Eds.), Lecture Notes in Computer Science 3750:231-238, 2005

Doctoral Disssertations

Dejan Tomaževič

Medical image registration

PhD thesis: University of Ljubljana, Faculty of Electrical Engineering, Slovenia (F. Pernuš), 2005

Papers in Journals

Tomaž Vrtovec, Dejan Tomaževič, Boštjan Likar, Ludvik Travnik, Franjo Pernuš

Automated construction of 3D statistical shape models

Image Analysis & Stereology, 23(2):111-120, 2004

Papers in Journals

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Gold standard data for evaluation and comparison of 3D/2D registration methods

Computer Aided Surgery, 9(4):137-144, 2004

Papers in Conference Proceedings

Tomaž Vrtovec, Boštjan Likar, Dejan Tomaževič, Franjo Pernuš

Automated robust generation of compact 3D statistical shape models

SPIE Medical Imaging 2004: Image Processing, Feb 16-19, San Diego, CA, USA (J. M. Fitzpatrick, M. Sonka, Eds.), 5370:1312-1323, 2004

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Multi-feature mutual information

SPIE Medical Imaging 2004: Image Processing, Feb 16-19, San Diego, CA, USA (J. M. Fitzpatrick, M. Sonka, Eds.), 5370:143-154, 2004

Papers in Journals

Dejan Tomaževič, Boštjan Likar, Tomaž Slivnik, Franjo Pernuš

3-D/2-D registration of CT and MR to X-ray images

IEEE Transactions on Medical Imaging, 22(11):1407-1416, 2003

Papers in Journals

Jože Derganc, Boštjan Likar, Rok Bernard, Dejan Tomaževič, Franjo Pernuš

Real-time automated visual inspection of color tablets in pharmaceutical blisters

Real-Time Imaging, 9(2):113-124, 2003

Papers in Conference Proceedings

Tomaž Vrtovec, Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Statistical deformable model of a lumbar vertebra

8th Computer Vision Winter Workshop - CVWW 2003, Feb 3-6, Valtice, Czech Republic (O. Drbohlav, Ed.), 91-96, 2003

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Validation data for 2D/3D registration of medical images

8th Computer Vision Winter Workshop - CVWW 2003, Feb 3-6, Valtice, Czech Republic (O. Drbohlav, Ed.), 15-19, 2003

Papers in Journals

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Comparative evaluation of retrospective shading correction methods

Journal of Microscopy, 208(3):212-223, 2002

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Gold standard 2D/3D registration of X-ray to CT and MR images

5th International Conference on Medical Image Computing and Computer Assisted Intervention - MICCAI 2002, Sep 25-28, Tokyo, Japan (T. Dohi, R. Kikinis, Eds.), Lecture Notes in Computer Science 2489:461-468, 2002

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Rigid 2D/3D registration of intraoperative digital X-ray images and preoperative CT and MR images

SPIE Medical Imaging 2002: Image Processing, Feb 24-28, San Diego, CA, USA (M. Sonka, J. M. Fitzpatrick, Eds.), 4684:507-517, 2002

Papers in Conference Proceedings

Jože Derganc, Boštjan Likar, Rok Bernard, Dejan Tomaževič, Franjo Pernuš

Automated visual inspection of color tablets in pharmaceutical blisters

5th International Conference on Quality Control by Artificial Vision - QCAV 2001, May 21-23, Le Creusot, France, 2:415-420, 2001

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Gradient-based registration of 3D MR and 2D X-ray images

15th Congress on Computed Assisted Radiology and Surgery - CARS 2001, Jun 27-20, Berlin, Germany (H. U. Lemke, Ed.), 327-332, 2001

Papers in Conference Proceedings

Jože Derganc, Boštjan Likar, Rok Bernard, Dejan Tomaževič, Franjo Pernuš

Machine vision system for quality control of color tablets in pharmaceutical blisters

10. mednarodna elektrotehniška in računalniška konferenca - 10th International Electrotechnical and Computer Science Conference - ERK 2001, Sep 24-26, Portorož, Slovenia (B. Zajc, Ed.), B:305-308, 2001

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Registration of MR and X-ray images

6th Computer Vision Winter Workshop - CVWW 2001, Feb 7-9, Bled, Slovenia (B. Likar, Ed.), 92-103, 2001

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

A comparison of retrospective shading correction techniques

15th International Conference on Pattern Recognition - ICPR 2000, Sep 3-7, Barcelona, Spain (A. Sanfeliu, Ed.), 3:564-567, 2000

Papers in Conference Proceedings

Dejan Tomaževič, Boštjan Likar,Franjo Pernuš

Retrospective shading correction: problem, methods and evaluation

Czech Pattern Recognition Workshop - CPRW 2000, Feb 2-4, Peršlak, Czech Republic (T. Svoboda, Ed.), 15-20, 2000

Papers in Conference Proceedings

Andrej Krašna, Dejan Tomaževič, Boštjan Likar, Franjo Pernuš

Automatic measurement of inhibition zones

7. mednarodna elektrotehniška in računalniška konferenca - 7th International Electrotechnical and Computer Science Conference - ERK 1998, Sep 24-26, Portorož, Slovenia (B. Zajc, Ed.), B:293-296, 1998

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