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Ali Bilgin
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- affiliation: The University of Arizona
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Journal Articles
- 2022
- [j30]Lavanya Umapathy, Mahesh Bharath Keerthivasan, Natalie M. Zahr, Ali Bilgin, Manojkumar Saranathan:
Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI. Neuroinformatics 20(3): 651-664 (2022) - 2020
- [j29]Feng Liu, Eze Ahanonu, Michael W. Marcellin, Yuzhang Lin, Amit Ashok, Ali Bilgin:
Visibility of quantization errors in reversible JPEG2000. Signal Process. Image Commun. 84: 115812 (2020) - 2019
- [j28]M. Khalid Khan Niazi, Yuzhang Lin, Feng Liu, Amit Ashok, Michael W. Marcellin, Gary Tozbikian, Metin Nafi Gürcan, Ali Bilgin:
Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. Artif. Intell. Medicine 95: 82-87 (2019) - 2017
- [j27]Feng Liu, Miguel Hernández-Cabronero, Victor Sanchez, Michael W. Marcellin, Ali Bilgin:
The Current Role of Image Compression Standards in Medical Imaging. Inf. 8(4): 131 (2017) - 2016
- [j26]Han Oh, Ali Bilgin, Michael W. Marcellin:
Visually Lossless JPEG 2000 for Remote Image Browsing. Inf. 7(3): 45 (2016) - [j25]Feng Liu, Michael W. Marcellin, Nathan A. Goodman, Ali Bilgin:
Compressive Sampling for Detection of Frequency-Hopping Spread Spectrum Signals. IEEE Trans. Signal Process. 64(21): 5513-5524 (2016) - 2015
- [j24]Yookyung Kim, Han Oh, Ali Bilgin:
Super resolution reconstruction based on block matching and three-dimensional filtering with sharpening. IET Image Process. 9(12): 1048-1056 (2015) - [j23]Hsin-Chang Feng, Michael W. Marcellin, Ali Bilgin:
A Methodology for Visually Lossless JPEG2000 Compression of Monochrome Stereo Images. IEEE Trans. Image Process. 24(2): 560-572 (2015) - 2013
- [j22]Yookyung Kim, Han Oh, Ali Bilgin:
Video compressed sensing using iterative self-similarity modeling and residual reconstruction. J. Electronic Imaging 22(2): 021005 (2013) - [j21]Han Oh, Ali Bilgin, Michael W. Marcellin:
Visually Lossless Encoding for JPEG2000. IEEE Trans. Image Process. 22(1): 189-201 (2013) - 2012
- [j20]Yookyung Kim, Mariappan S. Nadar, Ali Bilgin:
Wavelet-Based Compressed Sensing Using a Gaussian Scale Mixture Model. IEEE Trans. Image Process. 21(6): 3102-3108 (2012) - 2011
- [j19]Francesc Aulí Llinàs, Ali Bilgin, Michael W. Marcellin:
FAST Rate Allocation Through Steepest Descent for JPEG2000 Video Transmission. IEEE Trans. Image Process. 20(4): 1166-1173 (2011) - 2009
- [j18]Rahul Raguram, Michael W. Marcellin, Ali Bilgin:
Improved Resolution Scalability for Bilevel Image Data in JPEG2000. IEEE Trans. Image Process. 18(4): 774-782 (2009) - [j17]Hariharan G. Lalgudi, Michael W. Marcellin, Ali Bilgin, Han Oh, Mariappan S. Nadar:
View Compensated Compression of Volume Rendered Images for Remote Visualization. IEEE Trans. Image Process. 18(7): 1501-1511 (2009) - 2008
- [j16]Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar:
Compression of Multidimensional Images Using JPEG2000. IEEE Signal Process. Lett. 15: 393-396 (2008) - 2007
- [j15]Lingling Pu, Michael W. Marcellin, Bane Vasic, Ali Bilgin:
Unequal error protection and progressive decoding for JPEG2000. Signal Process. Image Commun. 22(3): 340-346 (2007) - [j14]Zhenyu Wu, Ali Bilgin, Michael W. Marcellin:
Error Resilient Decoding of JPEG2000. IEEE Trans. Circuits Syst. Video Technol. 17(12): 1752-1757 (2007) - [j13]Lingling Pu, Zhenyu Wu, Ali Bilgin, Michael W. Marcellin, Bane Vasic:
LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000. IEEE Trans. Image Process. 16(2): 577-581 (2007) - [j12]Lingling Pu, Michael W. Marcellin, Ivan B. Djordjevic, Bane Vasic, Ali Bilgin:
Joint Source-Channel Rate Allocation in Parallel Channels. IEEE Trans. Image Process. 16(8): 2016-2022 (2007) - 2006
- [j11]Karthik Krishnan, Michael W. Marcellin, Ali Bilgin, Mariappan S. Nadar:
Efficient transmission of compressed data for remote volume visualization. IEEE Trans. Medical Imaging 25(9): 1189-1199 (2006) - 2005
- [j10]Zhenyu Wu, Ali Bilgin, Michael W. Marcellin:
Joint source/channel coding for multiple images. IEEE Trans. Commun. 53(10): 1648-1654 (2005) - [j9]Zhenyu Wu, Ali Bilgin, Michael W. Marcellin:
Joint source/channel coding for image transmission with JPEG2000 over memoryless channels. IEEE Trans. Image Process. 14(8): 1020-1032 (2005) - 2003
- [j8]Ali Bilgin, Michael W. Marcellin, Maria I. Altbach:
Compression of electrocardiogram signals using JPEG2000. IEEE Trans. Consumer Electron. 49(4): 833-840 (2003) - [j7]Joseph C. Dagher, Ali Bilgin, Michael W. Marcellin:
Resource-constrained rate control for Motion JPEG2000. IEEE Trans. Image Process. 12(12): 1522-1529 (2003) - 2002
- [j6]Michael W. Marcellin, Margaret A. Lepley, Ali Bilgin, Thomas J. Flohr, Troy T. Chinen, James H. Kasner:
An overview of quantization in JPEG 2000. Signal Process. Image Commun. 17(1): 73-84 (2002) - 2001
- [j5]Michael W. Marcellin, Ali Bilgin:
Quantifying the parent-child coding gain in zero-tree-based coders. IEEE Signal Process. Lett. 8(3): 67-69 (2001) - 2000
- [j4]David G. Sheppard, Kannan Panchapakesan, Ali Bilgin, Bobby R. Hunt, Michael W. Marcellin:
Lapped nonlinear interpolative vector quantization and image super-resolution. IEEE Trans. Image Process. 9(2): 295-298 (2000) - [j3]Ali Bilgin, Philip J. Sementilli, Fang Sheng, Michael W. Marcellin:
Scalable image coding using reversible integer wavelet transforms. IEEE Trans. Image Process. 9(11): 1972-1977 (2000) - 1999
- [j2]Ali Bilgin, Philip J. Sementilli, Michael W. Marcellin:
Progressive image coding using trellis coded quantization. IEEE Trans. Image Process. 8(11): 1638-1643 (1999) - 1998
- [j1]David G. Sheppard, Ali Bilgin, Mariappan S. Nadar, Bobby R. Hunt, Michael W. Marcellin:
A vector quantizer for image restoration. IEEE Trans. Image Process. 7(1): 119-124 (1998)
Conference and Workshop Papers
- 2020
- [c54]Eze Ahanonu, Michael W. Marcellin, Ali Bilgin:
Lossless Multi-component Image Compression Based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks. DCC 2020: 357 - 2019
- [c53]Eze Ahanonu, Michael W. Marcellin, Ali Bilgin:
Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery. DCC 2019: 551 - [c52]Yuzhang Lin, Feng Liu, Miguel Hernández-Cabronero, Eze Ahanonu, Michael W. Marcellin, Ali Bilgin, Amit Ashok:
Perception-Optimized Encoding for Visually Lossy Image Compression. DCC 2019: 592 - 2018
- [c51]Eze Ahanonu, Michael W. Marcellin, Ali Bilgin:
Lossless Image Compression Using Reversible Integer Wavelet Transforms and Convolutional Neural Networks. DCC 2018: 395 - [c50]Yuzhang Lin, Amit Ashok, Michael W. Marcellin, Ali Bilgin:
Task-Based JPEG 2000 Image Compression: An Information-Theoretic Approach. DCC 2018: 423 - [c49]Feng Liu, Yuzhang Lin, Miguel Hernández-Cabronero, Eze Ahanonu, Michael W. Marcellin, Amit Ashok, Ali Bilgin:
A Visual Discrimination Model for JPEG2000 Compression. DCC 2018: 424 - 2017
- [c48]Feng Liu, Eze Ahanonu, Michael W. Marcellin, Yuzhang Lin, Amit Ashok, Ali Bilgin:
Visibility Thresholds in Reversible JPEG2000 Compression. DCC 2017: 450 - 2016
- [c47]Jonathan F. Brand, Lars R. Furenlid, Maria I. Altbach, Jean-Philippe Galons, Achyut Bhattacharyya, Puneet Sharma, Tulshi Bhattacharyya, Ali Bilgin, Diego R. Martín:
Task-based optimization of flip angle for texture analysis in MRI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97870B - 2015
- [c46]Lingling Pu, Michael W. Marcellin, Ali Bilgin, Amit Ashok:
Compression Based on a Joint Task-Specific Information Metric. DCC 2015: 467 - 2014
- [c45]Robert Crandall, Bin Dong, Ali Bilgin:
Randomized Iterative Hard Thresholding for Sparse Approximations. DCC 2014: 403 - [c44]Feng Liu, Michael W. Marcellin, Nathan A. Goodman, Ali Bilgin:
Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals. DCC 2014: 415 - [c43]Lingling Pu, Michael W. Marcellin, Ali Bilgin, Amit Ashok:
Image compression based on task-specific information. ICIP 2014: 4817-4821 - [c42]Robert Crandall, Ali Bilgin:
Lossless image compression using causal block matching and 3D collaborative filtering. ICIP 2014: 5636-5640 - 2013
- [c41]Hsin-Chang Feng, Michael W. Marcellin, Ali Bilgin:
Visually Lossless Compression of Stereo Images. DCC 2013: 490 - [c40]Tony Leung, Michael W. Marcellin, Ali Bilgin:
Visually Lossless Compression of Windowed Images. DCC 2013: 504 - 2012
- [c39]Joseph C. Dagher, Ali Bilgin:
A field map estimation strategy without the noise-bandwidth tradeoff. Medical Imaging: Image Processing 2012: 831449 - 2011
- [c38]Han Oh, Ali Bilgin, Michael W. Marcellin:
Visually lossless JPEG2000 at fractional resolutions. ICIP 2011: 309-312 - [c37]Yookyung Kim, Mariappan S. Nadar, Ali Bilgin:
Dynamic compressive magnetic resonance imaging using a Gaussian scale mixtures model. ICIP 2011: 2293-2296 - [c36]Lingling Pu, Theodore P. Trouard, Lee Ryan, Chuan Huang, Maria I. Altbach, Ali Bilgin:
Model-based compressive diffusion tensor imaging. ISBI 2011: 254-257 - 2010
- [c35]Yookyung Kim, Mariappan S. Nadar, Ali Bilgin:
Exploiting Wavelet-Domain Dependencies in Compressed Sensing. DCC 2010: 536 - [c34]Han Oh, Ali Bilgin, Michael W. Marcellin:
Multi-resolution visually lossless image coding using JPEG2000. ICIP 2010: 2581-2584 - [c33]Yookyung Kim, Mariappan S. Nadar, Ali Bilgin:
Compressed sensing using a Gaussian Scale Mixtures model in wavelet domain. ICIP 2010: 3365-3368 - 2009
- [c32]Francesc Aulí Llinàs, Han Oh, Ali Bilgin, Michael W. Marcellin:
Hill climbing algorithm for the transmission of layered jpeg2000 video under multiple rate constraints. ICIP 2009: 937-940 - 2008
- [c31]Hariharan G. Lalgudi, Michael W. Marcellin, Ali Bilgin, Mariappan S. Nadar:
Lifting-Based View Compensated Compression of Volume Rendered Images for Efficient Remote Visualization. DCC 2008: 442-451 - [c30]Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar:
Multi-dimensional Compression Using JPEG2000. DCC 2008: 528 - 2007
- [c29]Rahul Raguram, Michael W. Marcellin, Ali Bilgin:
Improved Resolution Scalability for Bi-Level Image Data in JPEG2000. DCC 2007: 203-212 - [c28]Lingling Pu, Michael W. Marcellin, Ivan B. Djordjevic, Bane Vasic, Ali Bilgin:
Joint source-channel rate allocation in parallel channels. VCIP 2007: 65081A - 2006
- [c27]Ali Bilgin, Michael W. Marcellin:
JPEG2000 for digital cinema. ISCAS 2006 - 2005
- [c26]Ali Tabesh, Ali Bilgin, Karthik Krishnan, Michael W. Marcellin:
JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information. DCC 2005: 329-337 - [c25]Zhenyu Wu, Radhika Jandhyala, Ali Bilgin, Michael W. Marcellin:
Joint Source/Channel Coding for Multiple Video Sequences with JPEG2000. DCC 2005: 489 - [c24]Prajit Kulkarni, Ali Bilgin, Michael W. Marcellin, Joseph C. Dagher, Thomas J. Flohr, Janet Rountree:
Reduced memory multi-layer multi-component rate allocation for JPEG2000. Electronic Imaging: Image and Video Communications and Processing 2005 - [c23]Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar:
Compression of fMRI and ultrasound images using 4D SPIHT. ICIP (2) 2005: 746-749 - [c22]Luigi Atzori, Ali Bilgin, Michael W. Marcellin:
Error concealment for motion JPEG2000. ICIP (1) 2005: 781-784 - [c21]Lingling Pu, Michael W. Marcellin, Bane Vasic, Ali Bilgin:
Unequal error protection and progressive decoding for JPEG2000. ICIP (3) 2005: 896-899 - [c20]Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Ali Tabesh, Mariappan S. Nadar, Theodore P. Trouard:
Four-dimensional compression of fMRI using JPEG2000. Medical Imaging: Image Processing 2005 - 2004
- [c19]Khan M. Siddiqui, Eliot L. Siegel, Bruce I. Reiner, Olivier Crave, Jeffrey P. Johnson, Zhenyu Wu, Joseph C. Dagher, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar:
Improved compressibility of multislice CT datasets using 3D JPEG2000 compression. CARS 2004: 57-62 - [c18]Ali Bilgin, Michael W. Marcellin, Maria I. Altbach:
Wavelet Compression of ECG Signals by JPEG2000. Data Compression Conference 2004: 527 - [c17]Zhenyu Wu, Ali Bilgin, Michael W. Marcellin:
Joint source/channel coding for multiple images. GLOBECOM 2004: 2313-2317 - [c16]Zhenyu Wu, Ali Bilgin, Lingling Pu, Michael W. Marcellin:
Robust transmission of JPEG2000 codestreams over packet erasure channels. VCIP 2004 - 2003
- [c15]Zhenyu Wu, Ali Bilgin, Michael W. Marcellin:
An Efficient Joint Source-Channel Rate Allocation Scheme For JPEG 2000 Codestreams. DCC 2003: 113-122 - [c14]Ali Bilgin, Zhenyu Wu, Michael W. Marcellin:
Decompression Of Corrupt JPEG 2000 Codestreams. DCC 2003: 123-132 - 2002
- [c13]Ali Bilgin, Zhenyu Wu, Michael W. Marcellin:
Unequal error protection for transmission of JPEG2000 codestreams over noisy channels. ICIP (1) 2002: 213-216 - [c12]Joseph C. Dagher, Ali Bilgin, Michael W. Marcellin:
Rate control for multisequence video streaming. VCIP 2002: 209-220 - [c11]Ali Bilgin, Zhenyu Wu, Michael W. Marcellin:
Packetization of JPEG2000 codestreams. VCIP 2002: 614-625 - 2001
- [c10]Ali Bilgin, Michael W. Marcellin:
On Parent-Child Coding Gain in Zero-Tree Based Coders. Data Compression Conference 2001: 485 - [c9]Michael W. Marcellin, Ali Bilgin:
JPEG2000: Highly Scalable Image Compression. ITCC 2001: 268- - 2000
- [c8]Michael W. Marcellin, Michael J. Gormish, Ali Bilgin, Martin P. Boliek:
An Overview of JPEG-2000. Data Compression Conference 2000: 523-544 - 1998
- [c7]Ali Bilgin, George Zweig, Michael W. Marcellin:
Efficient Lossless Coding of Medical Image Volumes Using Reversible Integer Wavelet Transforms. Data Compression Conference 1998: 428-437 - [c6]Kannan Panchapakesan, Ali Bilgin, Michael W. Marcellin, Bobby R. Hunt:
Joint compression and restoration of images using wavelets and non-linear interpolative vector quantization. ICASSP 1998: 2649-2652 - [c5]Fang Sheng, Ali Bilgin, Philip J. Sementilli, Michael W. Marcellin:
Lossy and Lossless Image Compression using Reversible Integer Wavelet Transforms. ICIP (3) 1998: 876-880 - 1997
- [c4]Philip J. Sementilli, Ali Bilgin, Fang Sheng, Michael W. Marcellin, John C. Kieffer:
Progressive Transmission in Trellis Coded Quanitization-Based Image Coders. ICIP (1) 1997: 588-591 - 1996
- [c3]Ali Bilgin, Michael W. Marcellin, Hüseyin Abut:
Variable size finite-state motion vector quantization. ICASSP 1996: 2017-2020 - [c2]David G. Sheppard, Ali Bilgin, Bobby R. Hunt, Michael W. Marcellin, Mariappan S. Nadar:
A vector quantizer for image restoration. ICIP (3) 1996: 439-441 - 1995
- [c1]Hüseyin Abut, Ali Bilgin, R. M. Bernardi, L. A. Wherry:
A case study in IVHS implementation: an image processing application for I-15 HOV lanes. ICASSP 1995: 2979-2982
Parts in Books or Collections
- 2006
- [p1]Prajit Kulkarni, Ali Bilgin, Michael W. Marcellin, Joseph C. Dagher, James H. Kasner, Thomas J. Flohr, Janet Rountree:
Compression of Earth Science Data with JPEG2000. Hyperspectral Data Compression 2006: 347-378
Editorship
- 2024
- [e12]Ali Bilgin, James E. Fowler, Joan Serra-Sagristà, Yan Ye, James A. Storer:
Data Compression Conference, DCC 2024, Snowbird, UT, USA, March 19-22, 2024. IEEE 2024, ISBN 979-8-3503-8587-8 [contents] - 2023
- [e11]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
Data Compression Conference, DCC 2023, Snowbird, UT, USA, March 21-24, 2023. IEEE 2023, ISBN 979-8-3503-4795-1 [contents] - 2022
- [e10]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
Data Compression Conference, DCC 2022, Snowbird, UT, USA, March 22-25, 2022. IEEE 2022, ISBN 978-1-6654-7893-9 [contents] - 2021
- [e9]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
31st Data Compression Conference, DCC 2021, Snowbird, UT, USA, March 23-26, 2021. IEEE 2021, ISBN 978-1-6654-0333-7 [contents] - 2020
- [e8]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
Data Compression Conference, DCC 2020, Snowbird, UT, USA, March 24-27, 2020. IEEE 2020, ISBN 978-1-7281-6457-1 [contents] - 2019
- [e7]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
Data Compression Conference, DCC 2019, Snowbird, UT, USA, March 26-29, 2019. IEEE 2019, ISBN 978-1-7281-0657-1 [contents] - 2018
- [e6]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
2018 Data Compression Conference, DCC 2018, Snowbird, UT, USA, March 27-30, 2018. IEEE 2018, ISBN 978-1-5386-4883-4 [contents] - 2017
- [e5]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
2017 Data Compression Conference, DCC 2017, Snowbird, UT, USA, April 4-7, 2017. IEEE 2017, ISBN 978-1-5090-6721-3 [contents] - 2016
- [e4]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
2016 Data Compression Conference, DCC 2016, Snowbird, UT, USA, March 30 - April 1, 2016. IEEE 2016, ISBN 978-1-5090-1853-6 [contents] - 2015
- [e3]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
2015 Data Compression Conference, DCC 2015, Snowbird, UT, USA, April 7-9, 2015. IEEE 2015, ISBN 978-1-4799-8430-5 [contents] - 2014
- [e2]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
Data Compression Conference, DCC 2014, Snowbird, UT, USA, 26-28 March, 2014. IEEE 2014, ISBN 978-1-4799-3882-7 [contents] - 2013
- [e1]Ali Bilgin, Michael W. Marcellin, Joan Serra-Sagristà, James A. Storer:
2013 Data Compression Conference, DCC 2013, Snowbird, UT, USA, March 20-22, 2013. IEEE 2013, ISBN 978-1-4673-6037-1 [contents]
Informal and Other Publications
- 2022
- [i5]Lavanya Umapathy, Zhiyang Fu, Rohit C. Philip, Diego R. Martín, Maria I. Altbach, Ali Bilgin:
Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI. CoRR abs/2205.13109 (2022) - 2020
- [i4]Lavanya Umapathy, Mahesh Bharath Keerthivasan, Jean-Philippe Galons, Wyatt Unger, Diego R. Martín, Maria I. Altbach, Ali Bilgin:
A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images. CoRR abs/2004.05731 (2020) - [i3]Lavanya Umapathy, Mahesh Bharath Keerthivasan, Natalie M. Zahr, Ali Bilgin, Manojkumar Saranathan:
A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks. CoRR abs/2012.09386 (2020) - [i2]Lavanya Umapathy, Gloria Guzman Perez-Carillo, Blair Winegar, Srinivasan Vedantham, Maria I. Altbach, Ali Bilgin:
White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative. CoRR abs/2012.13059 (2020) - [i1]Lavanya Umapathy, Wyatt Unger, Faryal Shareef, Hina Arif, Diego R. Martín, Maria I. Altbach, Ali Bilgin:
A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images. CoRR abs/2012.13501 (2020)
Coauthor Index
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