Office: Keating 131C
| 2002 | Doctor
of Philosophy, in Electrical Engineering. The University of Arizona, Tucson, AZ. Minor: Mathematics |
| 1995 | Master of
Science, in Electrical Engineering. San Diego State University, San Diego, CA. |
| 1992 | Bachelor
of Science, in Electronics and Telecommunications Engineering. Istanbul Technical University, Istanbul, Turkey. |
| 2022-present | Associate Department Head, Graduate Studies Biomedical Engineering The University of Arizona, Tucson, AZ. |
| 2015-present | Associate Professor Biomedical Engineering/Electrical and Computer Engineering/Medical Imaging (Radiology) The University of Arizona, Tucson, AZ. |
| 2009-2015 | Assistant Professor Biomedical Engineering/Electrical and Computer Engineering/Medical Imaging (Radiology) The University of Arizona, Tucson, AZ. |
| 2004-2009 | Research
Assistant Professor Department of Medical Imaging (Radiology), The University of Arizona, Tucson, AZ. |
| 2003-2009 | Research
Assistant Professor Department of Electrical and Computer Engineering, The University of Arizona, Tucson, AZ. |
| 2004-2008 | Co-founder, DTS AZ Research LLC, Tucson, AZ. |
| 1995-2002 | Graduate
Research Associate Signal Processing and Coding Laboratory, Department of Electrical and Computer Engineering, The University of Arizona, Tucson, AZ. |
| 2001-2002 | Graduate
Research Associate Department of Radiology, The University of Arizona, Tucson, AZ. |
| Summer 1997, 2000 | Staff
Research Assistant Theory Division, Los Alamos National Laboratory, Los Alamos, NM. |
| 1993-1995 | Graduate
Research Assistant DSP and Communications Laboratory, Department of Electrical and Computer Engineering, San Diego State University, San Diego, CA. |
| 1992-1995 | Graduate
Teaching Associate Department of Electrical and Computer Engineering, San Diego State University, San Diego, CA. |
| 2004-present | IEEE Data Compression Conference, Snowbird, UT. | |
| 2016-2021 | Anomaly Detection and Imaging with X-Rays (ADIX), SPIE Defense+Security. | |
| 2011 | European Conference on Signal Processing (EUSIPCO), Barcelona, Spain. | |
| 2010 | European Conference on Signal Processing (EUSIPCO), Aaalborg, Denmark. | |
| 2009 | European Conference on Signal Processing (EUSIPCO), Glasgow, Scotland. | |
| 2009 | SPIE Visual Communications and Image Processing (VCIP) Conference, San Jose, CA. | |
| 2008 | European Conference on Signal Processing (EUSIPCO), Lausanne, Switzerland. | |
| 2006 | IEEE International Conference on Image Processing (ICIP), Atlanta, GA. | |
| 2005 | IEEE International Conference on Image Processing (ICIP), Italy. | |
| 2004 | IEEE International Conference on Image Processing (ICIP), Singapore. |
Book Chapters
“Compression of Earth Science Data with JPEG2000’’ in Hyperspectral Image Compression, G. Motta, F. Rizzo, and J. Storer, Eds., Springer, 2006.
“JPEG2000: Highly Scalable Image Compression,” in Handbook on Lossless Compression, K. Sayood, Ed., Academic Press, 2002
Journal Articles
“Rapid Water and Lipid Imaging with T2 Mapping Using a Radial IDEAL-GRASE Technique,” Magnetic Resonance in Medicine, Vol. 61, No. 6, pp. 1415-1424, June 2009.
“Improved Resolution Scalability for Bi-Level Image Data in JPEG2000,” IEEE Transactions on Image Processing, Vol. 18, No. 4, pp. 774 – 782, April 2009.
“Compression of Multi-Dimensional Images Using JPEG2000,” IEEE Signal Processing Letters, Vol. 15, pp. 393 – 396, 2008.
"Error Resilient Decoding of JPEG2000," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, No. 12, pp. 1752-1757, December 2007.
“Joint Source-Channel Rate Allocation in Parallel Channels,” IEEE Transactions on Image Processing, Vol. 16, No. 8, pp. 2016-2022, August 2007.
"Unequal error protection and progressive decoding for JPEG2000”, Signal Processing: Image Communication, Special Issue on Mobile Video, Vol. 22, No. 3, pp. 340-346, March 2007.
“Layered Rate Allocation for Digital Cinema,” SMPTE Motion Imaging Journal, pp. 80-86, Feb/March 2007.
“LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000,” IEEE Transactions on Image Processing, Vol. 16, No. 2, pp. 577-581, February 2007.
“Efficient Transmission of Compressed Data for Remote Volume Visualization”, IEEE Transactions on Medical Imaging, Vol. 25, No. 9, pp. 1189-1199, September 2006.
“Interleaved Acquisition of Lipid and Water Images of the Heart Using a Double Inversion Fast Spin-Echo Method,” Magnetic Resonance in Medicine, Vol. 54, No. 6, pp. 1562-1568, December 2005.
“Joint Source/Channel Coding for Multiple Images,” IEEE Transactions on Communications, Vol. 53, No. 10, pp. 1648-1654, October 2005.
“Post-processing Methods for Obtaining T2 Estimates from a Single Radial Fast-spin Echo K-space Data Set,” Magnetic Resonance in Medicine, Vol. 54, pp. 549-559, September 2005.
“Joint Source/Channel Coding for Image Transmission with JPEG2000 over Memoryless Channels,” IEEE Transactions on Image Processing, Vol. 14, No. 8, pp. 1020-1032, August 2005.
“JPEG 2000 For Digital Cinema,” SMPTE Motion Imaging Journal, Vol. 114, No. 5-6, pp. 202-209, May/June 2005.
“Resource-Constrained Rate Control for Motion JPEG2000,” IEEE Transactions on Image Processing, Vol. 12, No. 12, pp. 1522-1529, December 2003.
“Compression of Electrocardiogram Signals using JPEG2000,” IEEE Transactions on Consumer Electronics, Vol. 49, No. 4, pp. 833-840, November 2003.
“An Overview of Quantization in JPEG-2000,” (invited paper), Signal Processing: Image Communications, Special Issue on JPEG-2000, Vol. 17, Issue 1, pp. 73-84, January 2002.
“Quantifying the Parent-Child Coding Gain in Zero-tree Based Coders,” IEEE Signal Processing Letters, Vol. 8, No. 3, pp. 67-69, March 2001.
“Scalable Image Coding Using Reversible Integer Wavelet Transforms,” IEEE Transactions on Image Processing, Vol. 9, No. 11, pp. 1972-1977, November 2000.
“Three-Dimensional Image Compression using Integer Wavelet Transforms,” (invited paper), Applied Optics: Information Processing, Special Issue on Information Theory in Optoelectronic Systems, Vol. 39, No. 11, pp. 1799-1814, 10 April 2000.
“Lapped Nonlinear Interpolative Vector Quantization and Image Super-Resolution,” IEEE Transactions on Image Processing. Vol. 9, No. 2, pp. 295-298, February 2000.
“Progressive Image Coding Using Trellis Coded Quantization,” IEEE Transactions on Image Processing, Vol. 8, No. 11, pp. 1638--1643, November 1999.
“A Vector Quantizer for Image Restoration,” IEEE Transactions on Image Processing, Vol. 7, No. 1, pp. 119--124, January 1998.
Conference Papers
S. Zhang, P. Martin, M. Altbach, A. Bilgin, D. Martin, “Synthetic derivative T2-weighted abdominal images from T1-weighted images using a generative adversarial network (GAN),” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
D. Karakay, M. Altbach, D. R. Martin, A. Bilgin, “Impact of Vessel Removal on Classification of Chronic Liver Disease using Radiomics Features and Quantitative T2 Mapping,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
T. Rahman, A. Bilgin, S. D. Cabrera, “Hybrid attention SwinV2 transformer cascade design for Accelerated Multi-Coil MRI Reconstruction,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
P. Martin, B. Toner, M. Altbach, A. Bilgin, “Accelerated Diffusion Tensor Imaging using A Diffusion Generative Deep Learning Model,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
Y. Zhang, A. Bilgin, S. Gokce-Kafali, B. Toner, T. Delgado, E. Ahanonu, D. Karakay, W. Zhou, S. Mollus, S. Kannengießer, V. Deshpande, S. Grbic, M. Altbach. H. Wu, “Enhancing Deep Learning-Based Liver Vessel Segmentation on MRI with Image Translation Techniques,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
U. Goerke, SF Shih, E Ahanonu, HH Wu , V Deshpande, A Bilgin, W Majeed, MI Altbach, “Free-Breathing Stack-of-Stars Look-Locker T1-mapping with Whole Liver Coverage,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
E Ahanonu, U Goerke, B Toner, K Johnson, D Martin, V Deshpande, A Bilgin, MI Altbach, “Hybrid Multi-Echo Radial Look-Locker (hME-rLL) Acquisition for Joint Estimation of water-T1, PDFF, and R2*,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
B. Toner, S Arberet, E Ahanonu, U Goerke, K Johnson, F Han, S Zhang, D Martin, V Deshpande, M Nadar, A Bilgin, MI Altbach, “Free-breathing T2 mapping of the abdomen in half the scan time using RADTSE with deep learning reconstruction,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
B. Toner, M Keerthivasan, JP Galons, K Johnson, D Martin, A Bilgin, MI Altbach, “Characterization of small liver lesions using a partial volume corrected T2 mapping technique,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
H. Wiskoski, K. Johnson, J. Arias, A. Pugazhendhi, R. Mushtaq, E. Ahanonu, A Bilgin, C. Weinkauf, T. Trouard, MI Altbach, “High-Resolution Quantitative T2 and T1 Mapping of the Hippocampus,” in Proc. of the 2024 Annual Meeting of the ISMRM, Singapore, May 2024.
A. Boone, M.W. Marcellin, A. Bilgin, “Compression of Diffusion Weighted Magnetic Resonance Images Using JPEG2000,” Proceedings, International Telemetering Conference, Las Vegas, Nevada, October 2023.
T. Rahman, S. Cabrera, A. Bilgin. “SwinV2-MRI: Accelerated Multi-Coil MRI Reconstruction using Shifted Window Vision Transformers,” in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
L. Umapathy, T. Brown, M. Greenhill, J. Lu, D. Martin, M. Altbach, and A. Bilgin. “Reducing annotation burden in MR segmentation: A novel contrastive learning loss with multi-contrast constraints on local representations”, in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
E. Ahanonu, U. Goerke, K. Johnson, B. Toner, V. Deshpande, A. Bilgin, and M. Altbach. "Single breath-hold full abdominal T1 mapping using a CNN based short inversion-recovery sampling technique", in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
E. Ahanonu, K. Johnson, U. Goerke, B. Toner, A. Bilgin, V. Deshpande, and M. Altbach. "T1 mapping of the entire abdomen using a time efficient free breathing neural network radial Look Locker approach", in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
B. Toner, S. Arberet, F. Han, M. Nadar, V. Deshpande, M. Altbach, A. Bilgin, "Deep learning reconstruction of radial T2 weighted data sets with data consistent unrolled neural networks," in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
P. Martin, M. Altbach, A. Bilgin, “AcceleraTed deep-LeArning for model-free and multi-Shell (ATLAS) DWI,” in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
C. Iglehart, A. Bilgin, and M. Saranathan, "Fast T2* and QSM using locally low rank methods for complex-valued, multi-echo GRE reconstruction," in Proc. of the 2023 Annual Meeting of the ISMRM, Toronto, Canada, June 2023.
E. Ahanonu, Z. Fu, K. Johnson, R. Philip, D. R. Martin, M. Altbach, and A. Bilgin, "Deep learning-based slice resolution for improved slice coverage in abdominal T2 mapping," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
C. Iglehart, A. Bilgin, and M. Saranathan, "Fast T2* and QSM mapping using temporal CS with a Complementary Stochastic Sampling Scheme," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
U Goerke, E. Ahanonu, M. Keerthivasan, A. Bilgin, V. Deshpande, and M. Altbach, "Inversion Recovery Look-Locker T1-Mapping for Abdominal Imaging: How Many Slices Can One Fit in a Single Breath-Hold?," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
L. Umapathy, Z. Fu, R. Philip, D. Martin, M. Altbach, and A. Bilgin, "Learning to segment with limited annotations: Self-supervised pretraining with Regression and Contrastive loss in MRI," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
P. Martin, M. Altbach, and A. Bilgin, "Noise2DWI: Accelerating Diffusion Tensor Imaging with Self-Supervision and Fine Tuning," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
D. Parra, P. Martin, M. Altbach, and A. Bilgin, "Sinogram Transformers: Accelerating Radial MRI using Vision Transformers," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
B. P. Toner, Z. Fu, R. Philip, D. R. Martin, M. Altbach, and A. Bilgin, "The impact of streak-removal on deep learning reconstruction of radial datasets," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
Z. Fu, K. Johnson, A. Bilgin, and M. Altbach, "Streak reduction in radial imaging with CACTUS," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
Z. Fu, U. Goerke, K. Johnson, A. Bilgin, and M. Altbach, "Elliptical Field-of-Views in Radial T2 mapping," in Proc. of the 2022 Annual Meeting of the ISMRM, London, UK, May 2022.
T. Rahman, A. Bilgin, S. D. Cabrera, “Asymmetric decoder design for efficient convolutional encoder-decoder architectures in medical image reconstruction,” in Proc. of SPIE BiOS, Multimodal Biomedical Imaging XVII, January 2022.
A. Bilgin, L. Do, P. A Martin, E. Lockhart, A. S Bernstein, C. Ugonna, L. Dieckhaus, C. Comrie, E. B. Hutchinson, N.-K. Chen, G. E. Alexander, C. A. Barnes, and T. P. Trouard, “Accelerating Diffusion Tensor Imaging of the Rat Brain using Deep Learning,” in Proc. of the 2021 Annual Meeting of the ISMRM, May 2021.
R. C. Phillip, A. Bilgin, and M. I. Altbach, “Automated Radial Streaking Artifact Suppression with RGB-STAR,” in Proc. of the 2021 Annual Meeting of the ISMRM, May 2021.
Z. Fu, M. I. Altbach, and A. Bilgin, “Cancellation of streak artifacts using the interference null space (CACTUS) for radial abdominal imaging,” in Proc. of the 2021 Annual Meeting of the ISMRM, May 2021.
E. Ahanonu, Z. Fu, K. Johnson, M. I. Altbach, and A. Bilgin, “Improved Slice Coverage in Inversion Recovery Radial Balanced-SSFP using Deep Learning,” in Proc. of the 2021 Annual Meeting of the ISMRM, May 2021.
L. Umapathy, G. Guzman Perez-Carrillo, B. Winegar, S. Vedantham, M. I. Altbach, and A. Bilgin, “White matter hyperintensity volumes and cognition: Assessment of a deep learning-based lesion detection and quantification algorithm on ADNI,” in Proc. of the 2021 Annual Meeting of the ISMRM, May 2021.
MB Keerthivasan, L. Umapathy, J.-P. Galons, D. Martin, A. Bilgin, and M. I. Altbach, “Efficient T2 mapping of the Abdomen with low SAR Variable Flip Angle Radial Turbo Spin Echo,” in Proc. of the 2021 Annual Meeting of the ISMRM, May 2021.
MB Keerthivasan, J.-P. Galons, D. Martin, A. Bilgin, and M. I. Altbach, “Multi-component T2 Modeling for Improved Characterization of Abdominal Neoplasms,” in Proc. of the 2021 Annual Meeting of the ISMRM, Vancouver, BC, Canada, May 2021.
C. Iglehart, A. Bilgin, E. Levine, and M. Saranathan, “Fast T2* Mapping Using Complementary Poisson Disk Sampling and ADMM Reconstruction,” in Proc. of the 2021 Annual Meeting of the ISMRM, Vancouver, BC, Canada, May 2021.
S. Pandey, A. D. Snider, W. Moreno, H. Ravi, A. Bilgin, and N. Raghunand, “Jointly Reconstructed Undersampled Multiparameter MRI for Imaging Intratumoral Subpopulations,” in Proc. of the 2021 Annual Meeting of the ISMRM, Vancouver, BC, Canada, May 2021.
G. Guzman Perez-Carrillo, L. Umapathy, B. Winegar, M. I Altbach, M. B. Keerthivasan, A. Bilgin, “Improving White Matter Hyperintensities Lesion Burden Assessment on ADNI 3D T2-FLAIRs Using StackGen-Net,” in Proc. of the 2021 Annual Meeting of the American Society of Neuroradiology, May 22-27, 2021, San Francisco, CA.
L. Umapathy, G. Guzman Perez-Carrillo, M. B. Keerthivasan, M. I Altbach, B. Winegar, C. Weinkauf, A. Bilgin, “StackGen-Net: A Stacked Generalization of 3D Orthogonal Convolutional Neural Networks for Improved Detection of White Matter Hyperintensities,” in Proc. of 2020 Annual Meeting of the ISMRM, August 2020.
Z. Fu, M. I Altbach, D. R. Martin, A. Bilgin, “Multi-objective Deep Learning for Joint Estimation and Detection Tasks in MRI”, in Proc. of 2020 Annual Meeting of the ISMRM, August 2020.
Z. Fu, H. W. Tseng, S. Vedantham, A. Karellas, and A. Bilgin, “Dedicated Breast CT: Comparative evaluation of multi-scale residual dense network and residual encoder-decoder network for deep learning-driven sparse-view reconstruction,” Proc. of the 2020 Annual Meeting of the American Association of Physicists in Medicine, July 2020.
E. Ahanonu, M. W. Marcellin, A. Bilgin, “Lossless Multi-Component Image Compression based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks,” in Proc. of 2020 IEEE Data Compression Conference, March 2020.
Z. Fu, H. Tseng, S. Vedantham, A. Karellas, A. Bilgin, “Deep learning-driven sparse-view reconstruction for radiation dose reduction in dedicated breast CT: Quantitative evaluation,” in Proc. of 105th Scientific Assembly and Annual Meeting of the Radiological Society of North America (RSNA), December 1–6, 2019, Chicago, IL.
Z. Fu, S. Mandava, Z. Li, D. R. Martin, M. I. Altbach, and A. Bilgin, “Deep Parameter Mapping with Relaxation Signal Model Driven Constraints,” in Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada, May 2019.
L. Umapathy, W. Unger, F. Shareef, H. Arif, D. R. Martin, M. I. Altbach, and A. Bilgin, “A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images,” in Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada, May 2019.
L. Umapathy, G. Guzman, J. Rosado-Toro, G. Kuyumcu, M. I. Altbach, B. Winegar, and A. Bilgin, “Detection of White Matter Hyperintensities using Ensemble 3D Deep Learning Networks,” in Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada, May 2019.
M. B. Keerthivasan, K. Johnson, A. Bilgin, C. Weinkauf, and M. I. Altbach, “Efficient T2 Mapping of the Carotid Artery using a 3D Stack-of-Stars Variable Flip Angle TSE Pulse Sequence,” in Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada, May 2019.
M. B. Keerthivasan, Z. Li, J.-P. Galons, K. Johnson, B. Kalb, D. R. Martin, A. Bilgin, and M. I. Altbach, “Characterization of Abdominal Neoplasms using a Fast Inversion Recovery Radial SSFP T1 Mapping Technique,” in Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada, May 2019.
S. Mandava, M. K. Keerthivasan, D. R. Martin, M. I. Altbach, and A. Bilgin, “Radial streak artifact reduction in multi-contrast imaging and parameter mapping using beamforming,” in Proc. of 2019 Annual Meeting of the ISMRM, Montreal, QC, Canada, May 2019.
Y. Lin, F. Liu, A. Bilgin, M. W. Marcellin, A. Ashok, “Perception-Optimized Encoding for Visually Lossy Image Compression,” in Proc. of 2019 IEEE Data Compression Conference, Snowbird, UT, March 2019.
E. Ahanonu, M. W. Marcellin, A. Bilgin, “Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery,” in Proc. of 2019 IEEE Data Compression Conference, Snowbird, UT, March 2019.
Z. Fu, S. Mandava, M. B. Keerthivasan, Z. Li, D. R. Martin, M. I. Altbach, and A. Bilgin, “MR Parameter Mapping Using Sequential Multi-Contrast Acquisitions & Multi-Input Multi-Scale ResNet,” in Proc. of ISMRM Workshop on Machine Learning Part II, Washington, DC, October 2018.
M. I Altbach, S. Mandava, K. Johnson, Z. Li, M. B. Keerthivasan, J. Becker, A. Bilgin, and Craig Weinkauf, “Rapid Carotid Artery T2 and T1 Mapping Using a Radial TSE and IR-FLASH Approach,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
S. Mandava, M. B. Keerthivasan, D. R. Martin, M. I. Altbach, and A. Bilgin, “Radial streaking artifact reduction using phased array beamforming,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
S. Mandava, M. B. Keerthivasan, D. R. Martin, M. I. Altbach, and A. Bilgin, “Higher-order subspace denoising for improved multi-contrast imaging and parameter mapping,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
S. Mandava, Z. Li, D. R. Martin, M. I. Altbach, and A. Bilgin, “A non-local low rank approach for high resolution parameter mapping,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
Z. Fu, S. Mandava, M. B. Keerthivasan, D. R. Martin, M. I. Altbach, and A. Bilgin, “A Multi-Scale Deep ResNet for MR Parameter Mapping,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
M. B. Keerthivasan, K. Johnson, M. Saranathan, C. Weinkauf, D. Martin, A. Bilgin, and M. Altbach, “An Optimized 3D Stack-of-Stars TSE Pulse Sequence for Simultaneous T2-weighted Imaging and T2 Mapping,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
M. B. Keerthivasan, D. Blew, J. P. Galons, D. Martin, A. Bilgin, and M. Altbach, “Characterization of Abdominal Neoplasms using a Fast T2 Mapping Radial TSE Technique,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
M. B. Keerthivasan, B. Winegar, U. Udayasankar, A. Bilgin, M. Altbach, M. Saranathan, “An Optimized Single-shot Sequence for Fast T2W Imaging of the Brain,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
A. Pandey, M. Saranathan, W. D. Unger, M. B. Keerthivasan, J. P. Galons, D. R. Martin, A. Bilgin, K. Johnson, and M. I Altbach, “Quantifying hepatic fibrosis using 3D radial golden angle stack-of stars acquisition and a dual input two compartment model,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
L. Umapathy, M. B. Keerthivasan, J. P. Galons, W Unger, D. Martin, M. I. Altbach, and A. Bilgin, “A Comparison of Deep Learning Convolutional Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
Z. Li, A. Bilgin, K. Johnson, JP. Galons, M. Saranathan, D, R, Martin, and M. I. Altbach, “Rapid multi-slice abdominal T1 mapping with IR-radSSFP,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
Z. Li, A. Bilgin, K. Johnson, H. Arif, D. R. Martin, and M. I. Altbach, “High-resolution 3D T1 mapping of the prostate with an efficient inversion-recovery radial FLASH,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
N.-K. Chen, H.-C. Chang, A. Bilgin, A. Bernstein, T. Trouard, “A diffusion-matched principal component analysis (DM-PCA) based denoising procedure for high-resolution diffusion-weighted MRI,” in Proc. of 2018 Meeting of the ISMRM, Paris, France, June 2018.
E. Ahanonu, M. W. Marcellin, and A. Bilgin, “Lossless Image Compression Using Reversible Integer Wavelet Transforms and Convolutional Neural Networks,” in Proc. of 2018 IEEE Data Compression Conference, Snowbird, UT, March 2018.
F. Liu, Y. Lin, M. Hernandez-Cabronero, E. Ahanonu, M. W. Marcellin, A. Ashok, and A. Bilgin, “A Visual Discrimination Model for JPEG2000 Compression,” in Proc. of 2018 IEEE Data Compression Conference, Snowbird, UT, March 2018.
Y. Lin, A. Ashok, M. W. Marcellin, and A. Bilgin, “Task-Based JPEG 2000 Image Compression: An Information-Theoretic Approach,” in Proc. of 2018 IEEE Data Compression Conference, Snowbird, UT, March 2018.
S. Mandava, A. Ashok, and A. Bilgin, “Deep learning based Sparse View X-ray CT Reconstruction for Checked Baggage Screening,” in Proc. of SPIE, Anomaly Detection and Imaging with X-Rays (ADIX) |II, SPIE Defense + Security, Orlando, FL, April 2018.
A. Pandey, J.P. Galons, K. Johnson, D. R. Martin, M. I. Altbach, A. Bilgin, and M. Saranathan, “Glomerular Filtration rate estimation in vivo using 3D radial MRI and a novel multiresolution reconstruction technique”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
M. B. Keerthivasan, M. Saranathan, J. P. Galons, D. R Martin, A. Bilgin, and M. I. Altbach, “Variable Flip Angle Radial Turbo Spin Echo Technique for Abdominal T2 Mapping, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
M. B. Keerthivasan, M. Saranathan, A. Bilgin, D. R Martin, and M. I. Altbach, “High-resolution 3D T2 mapping using a stack-of-stars radial FSE pulse sequence”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
M. B. Keerthivasan, A. Bilgin, D. R Martin, J. L Becker, M. Altbach, and M. Saranathan, “Clinical utility of a novel ultrafast T2 Weighted sequence for Spine Imaging”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
Y. Natsuaki, M. B. Keerthisavan, A. Bilgin, B. D Bolster, K. J Johnson, X. Bi, G. Laub, and M. I Altbach, “Flexible and Efficient 2D Radial TSE T2 Mapping with Tiered Echo Sharing and with “Pseudo” Golden Angle Ratio Reordering”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
L. Umapathy, J. Brand, J.-P. Galons, L. Furenlid, D. R. Martin, M. I. Altbach, and A. Bilgin, “Wavelet based Texture Analysis of Liver Fibrosis in Delayed Phase Gadolinium-Enhanced T1-weighted in vivo Images”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
S. Mandava, M. B Keerthivasan, M. I Altbach and A. Bilgin. “Compressive T2 Mapping with Non-Local Clustering and Subspace Constraints”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
Z. Li, A. Bilgin, D. R. Martin, M. I. Altbach, “Fast high-resolution 3D T1 mapping using a highly accelerated radial inversion-recovery FLASH technique”, in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
Z. Fu, Z. Li, M. B. Keerthivasan, D. R. Martin, M. I Altbach, and A. Bilgin, “T1 and T2 mapping using highly accelerated radial data acquisition and alternating direction method of multipliers,” in Proc. of the 2017 Annual Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, April 2017.
S. Mandava, A. Ashok, A. Bilgin, “Image reconstruction for view-limited X-ray CT in baggage scanning,” in Proc. of SPIE, Anomaly Detection and Imaging with X-Rays (ADIX) II, SPIE Defense + Security, Anaheim, CA, April 2017.
F. Liu, E. Ahanonu, M. W. Marcellin, Y. Lin, A. Ashok, and A. Bilgin, “Visibility Thresholds in Reversible JPEG2000 Compression,” in Proc. of IEEE Data Compression Conference, Snowbird, UT, March 2017.
F. Liu, Y. Lin, E. Ahanonu, M. W. Marcellin, A. Ashok, E. A. Krupinski, A. Bilgin, “Visibility Thresholds for Visually Lossy JPEG2000,” in Proc. of SPIE, Applications of Digital Image Processing XXXIX, San Diego, CA, August 2016.
A. Pandey, U. Yoruk, P. Sharma, D.R. Martin, M.I. Altbach, A. Bilgin, M. Saranathan, "Multiresolution imaging using golden angle stack-of-stars and compressed sensing," in Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine, Singapore, May 2016.
Z. Li, B. P. Berman, JP Galons, A. Bilgin, M. I. Altbach and D. R. Martin, ‘’ Rapid High-Resolution T1 Mapping Using Highly Accelerated Radial Steady-State Free-Precession Acquisition,’ in Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine, Singapore, May 2016.
M. B. Keerthivasan, S. Mandava, K. Johnson, D.R. Martin, A. Bilgin, M. I. Altbach, “Slice accelerated Double-Inversion Radial Fast-Spin-Echo for myocardial black-blood MRI with T2 mapping,” in Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine, Singapore, May 2016.
M.B. Keerthivasan, L. Jeffries, D. Blew, JP Galons, P. Sharma, A. Bilgin, D.R. Martin, M.I. Altbach, "Fast reconstruction of T2 maps with indirect echo compensation using highly undersampled radial Fast Spin Echo data," in Proc. of 2016 Meeting of the International Society for Magnetic Resonance in Medicine, Singapore, May 2016.
S. Mandava, M. B. Keerthivasan, K. Johnson, D. R. Martin, A. Bilgin, M. I. Altbach, “Simultaneous multi-slice carotid vessel wall MRI with DIR-FSE,” in Proc. of Meeting of the International Society for Magnetic Resonance in Medicine, Singapore, May 2016.
J. F. Brand, L. R. Furenlid, M. I. Altbach, J.-P. Galons, P. Sharma, A. Bhattacharyya, T. Bhattacharyya, A. Bilgin, D. R. Martin, “Task-based optimization of flip angle for texture analysis in MRI,” Proc. of SPIE Medical Imaging, San Diego, CA, February 2016.
BP Berman, MB Keerthivasan, Z Li, DR Martin, MI Altbach, A Bilgin, “Dictionary learning for compressive parameter mapping in magnetic resonance imaging”, Proc. of SPIE Optical Engineering+ Applications, pp. 959707-959707-9, San Diego, CA, August 2015.
S. Mandava, M. B. Keerthivasan, A. Bilgin, M. I. Altbach, “Simultaneous Multi-Slice imaging in cardiac gated DIR-RADFSE,” in Proc. of ISMRM Workshop on Simultaneous Multi-Slice Imaging: Neuroscience & Clinical Applications, Pacific Grove, CA, July 2015.
S. Mandava, Z. Li, A. Bilgin, “Simultaneous Multi-Slice Imaging in Balanced SSFP Sequences with Non-Cartesian Trajectories and RF Phase Encoding,” in Proc. of ISMRM Workshop on Simultaneous Multi-Slice Imaging: Neuroscience & Clinical Applications, Pacific Grove, CA, July 2015.
B. P. Berman, M. D. Keerthivasan, Z. Li, D. R. Martin, Maria I. Altbach, A. Bilgin, “Dictionary Learning for Compressive T2 Mapping with Non-Cartesian Trajectories and Parallel Imaging,” in Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, May 2015.
Z. Li, B. P. Berman, D. R. Martin, Maria I. Altbach, A. Bilgin, “Efficient Dictionary Design for MR Fingerprinting using Tree-Structured Vector Quantization,” in Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, May 2015.
M. B. Keerthivasan, A. Bilgin, D. R. Martin, Maria I. Altbach, “Isotropic T2 Mapping using a 3D Radial FSE (or TSE) pulse sequence,” in Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, May 2015.
S. Mandava, M. B. Keerthivasan, D. R. Martin, A. Bilgin, Maria I. Altbach, “Improved Slice Coverage In DBIR-FSE With Multi-Band Encoding,” in Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, May 2015.
J. F. Brand, L. R. Furenlid, M. I. Altbach, JP Galons, T. Bhattacharyya, A. Bhattacharyya, A. Bilgin, Z. Li, D. R. Martin, “Autocorrelation Analysis of Hepatic Fibrosis,” in Proc. of 2015 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, May 2015.
L. Pu, M. W. Marcellin, A. Bilgin, and A. Ashok, “Compression based on a Joint Task-Specific Information Metric,” in Proceedings of the IEEE Data Compression Conference, April 2015.
J. Dagher, K. Nael, A. Bilgin “Maximum likelihood MR phase measurement from multiple receive coils,” in 3rd International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, Durham, NC, October 2014.
J. Dagher, S. Hess, A. Bilgin “The effect of GRAPPA on reconstructed phase images,” in 3rd International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping, Durham, NC, October 2014.
R. Crandall and A. Bilgin, “Lossless Image Compression Using Causal Block Matching and 3D Transform-Domain Collaborative Filtering,” in Proc. of the IEEE International Conference on Image Processing (ICIP), Paris, France, October 2014.
L. Pu, M. W. Marcellin, A. Bilgin, A. Ashok, “Image Compression Based on Task Specific Information,” in Proc. of the IEEE International Conference on Image Processing (ICIP), Paris, France, October 2014.
K. Nael, R. Khan, W. Erly, M. Lemole, B. Stea, A. Bilgin, “Whole Brain Dynamic Contrast-Enhanced MR Perfusion for Posttreatment Evaluation of Brain Tumors: Use of ‘Stack-of-Stars’ Scheme and k-Space Weighted Image Contrast,” American Society of Neuroradiology (ASNR) 52nd Annual Meeting, Montréal May 20, 2014 Paper # O-405.
Z. Li, A. Bilgin, J.P. Galons, P. Sharma, D. Martin, M. Altbach, “Wavelet Analysis of Liver Fibrosis,” in Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy, May 2014.
B. P. Berman, A. Pandey, Z. Li, T. Trouard, I. Oliva, D. R. Martin, M. Altbach, and A. Bilgin, “Very Rapid 4D Compressed Sensing MR for Lung Imaging during Forced Expiration,” in Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy, May 2014.
S. Mandava, Z. Li, and A. Bilgin, “Accelerated Time Resolved Multi-Band Radial MRI,” in Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy, May 2014.
J. Dagher, K. Nael, A. Gmitro, and A. Bilgin, “A framework for MR phase reconstruction from multi-channel RF coils,” in Proc. of 2014 Meeting of the International Society for Magnetic Resonance in Medicine, Milan, Italy, May 2014.
R. Crandall, B. Dong, A. Bilgin, “Image Reconstructions with Improved 3D Block Matching,” in 2014 SIAM Conference on Imaging Science (SIAM-IS14).
R. Crandall, B. Dong, A. Bilgin, “Sparse Approximations with Randomized Iterative Hard Thresholding,” in 2014 IEEE Data Compression Conference.
F. Liu, M. W. Marcellin. N. A. Goodman, A. Bilgin, “Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals,” in 2014 IEEE Data Compression Conference.
F. Liu, M. W. Marcellin. N. A. Goodman, A. Bilgin, “Compressive Sensing of Direct Sequence Spread Spectrum Signals”, in Compressive Sensing, SPIE Defense, Security, and Sensing 2014.
Y. Kim, H. Oh, A. Bilgin, “Video Compressed Sensing Using Iterative Self-similarity Modeling and Residual Reconstruction,” Visual Information Processing and Communication, Proc. of SPIE, Electronic Imaging, San Francisco, CA, February 2014.
K. Nael, R. Khan, W. Erly, M. Lemole, B. Stea, A. Bilgin, “Whole Brain Dynamic Contrast-Enhanced MR Perfusion Using 3D Radial VIBE and KWIC in Evaluation of Brain Tumors: A Feasibility Study,” in Proc. of 45th Annual Meeting of the Western Neuroradiological Society, Waikoloa, HI, October 2013.
F. Liu, M. W. Marcellin, N. A. Goodman, A. Bilgin, “Spread Spectrum Signal Detection from Compressive Measurements,” in Proc. of 2013 International Telemetering Conference, Las Vegas, NV, October 2013.
H.C. Feng, A. Bilgin, M. W. Marcellin, “Validation for Visually Lossless Compression of Stereo Images,” in Proc. of 2013 International Telemetering Conference, Las Vegas, NV, October 2013.
J. Dagher and A. Bilgin, “Robust High Resolution MR Phase Measurement,” in 2nd International Workshop on MRI Phase Contrast & Quantitative Susceptibility Mapping (QSM), Ithaca, NY, July 2013.
S. Mandava, JP Galons, and A. Bilgin, “Accelerating Encoded Simultaneous Multi Slice MRI with Compressed Sensing,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
C. Huang, A. Pandey, T. Barr, A. Bilgin, and M. I. Altbach, “An Indirect Echo Compensated Reconstruction Algorithm for T2 Mapping of The Liver from Highly Undersampled Radial FSE Data,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
T. Barr, C. Huang, A. Bilgin, A. Abidov, and M. I. Altbach, “Indirect Echo Corrected Fast T2 mapping of the Heart from Highly Undersampled Radial FSE Data Using the CURLIE Reconstruction,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
B. P. Berman, Z. Li, M. I. Altbach, JP Galons, D. R. Martin, B. Dong, P. Sharma, B. T. Kalb, and A. Bilgin, “How to stack the stars: a variable center-dense k-space trajectory for 3D MRI,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
Z. Li, B. P. Berman, M. I. Altbach, JP Galons, D. R. Martin, B. Dong, P. Sharma, N. Raghunand, and A. Bilgin, “Highly Accelerated 3D Dynamic Imaging with Variable Density Golden Angle Stack-of-Stars Sampling,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
M. B. Keerthivasan, JP Galons, P. Sharma, D. R Martin, A. Bilgin, and M. I Altbach, “A Variable Bandwidth Radial Gradient and Spin-Echo (VB-radGRASE) Method for Improved T2 and Fat-Water Parameter Estimation,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
A. Pandey, A. Bilgin, S. Cumar, B. Kalb, D. R. Martin, M.I. Altbach, “Automated Segmentation of Liver Parenchyma and Blood Vessel with in-vivo Radial Gradient and Spin-Echo (GRASE) Datasets for Characterization of Diffuse Liver Disease,” in 2013 Meeting of the International Society for Magnetic Resonance in Medicine, Salt Lake City, UT, April 2013.
H.C. Feng, M. W. Marcellin. A. Bilgin, “Visually Lossless Compression of Stereo Images,” in 2013 IEEE Data Compression Conference, Snowbird, UT, March 2013.
T. Leung, M. W. Marcellin. A. Bilgin, “Visually Lossless Compression of Windowed Images,” in 2013 IEEE Data Compression Conference, Snowbird, UT, March 2013.
F. Liu, M. W. Marcellin. N. A. Goodman, A. Bilgin, “Compressive Detection of Frequency-Hopping Spread Spectrum Signals”, in Compressive Sensing, SPIE Defense, Security, and Sensing 2013.
H.C. Feng, A. Bilgin, M. W. Marcellin, “Measurement of Visibility Thresholds for Compression of Stereo Images,” in Proc. of 2012 International Telemetering Conference, San Diego, CA, October 2012.
J. Dagher, A. Bilgin, T. Reese, G. El Fakhri, “A method for efficient and robust estimation of low noise, high dynamic range B0 maps,” in Proc. of 2012 Meeting of the International Society for Magnetic Resonance in Medicine, Melbourne, Australia, May 2012.
C. Huang, A. Bilgin, M. I. Altbach, “Indirect Echo Compensated T2 Mapping from Highly Undersampled Radial FSE Data with SERENADE,” in Proc. of 2012 Meeting of the International Society for Magnetic Resonance in Medicine, Melbourne, Australia, May 2012.
F. Liu, Y. Kim, N. A. Goodman, A. Ashok, A. Bilgin, “Compressive Sensing of Frequency-Hopping Spread Spectrum Signals,” in Proc. of Compressive Sensing, SPIE Defense, Security, and Sensing 2012, April 2012.
J. Dagher, A. Bilgin, “A Field Map Estimation Strategy without the Noise-Bandwidth Tradeoff,” in Proc. of 2012 SPIE Medical Imaging, San Diego, CA, February 2012.
H. Oh, Y. Kim, M. W. Marcellin, A. Bilgin, “Low-Complexity Perceptual JPEG2000 Encoder for Aerial Images,” in Proc. of 2011 International Telemetering Conference, Las Vegas, NV, October 2011.
Y. Kim, M. S. Nadar, A. Bilgin, “Dynamic Compressive Magnetic Resonance Imaging Using a Gaussian Scale Mixtures Model,” in Proc. of 2011 IEEE International Conference on Image Processing, Brussels, Belgium, September 2011.
H. Oh, A. Bilgin, M. W. Marcellin, “Visually Lossless JPEG2000 at Fractional Resolutions,” in Proc. of 2011 IEEE International Conference on Image Processing, Brussels, Belgium, September 2011.
L. Pu, T. P. Trouard, L. Ryan, C. Huang, M. I. Altbach, A. Bilgin, “Model-Based Compressive Diffusion Tensor Imaging” in Proc. Of 2011 IEEE International Symposium on Biomedical Imaging (ISBI 2011), March 2011, Chicago, Illinois.
A. Bilgin, R. Sundaresan, C. G. Graff, C. Huang, T. Barr, and M. I. Altbach, “Automated Liver Parenchyma And Vessel Segmentation In Radial Gradient And Spin-Echo (GRASE) Datasets For Characterization Of Diffuse Liver Disease,” in 2011 Meeting of the International Society for Magnetic Resonance in Medicine, Montreal, Canada, May 2011.
C. Huang, C. G. Graff, A. Bilgin, M. I. Altbach, “Evaluation of Principal Component Model-based algorithm for T2 estimation of small objects,” in 2011 Meeting of the International Society for Magnetic Resonance in Medicine, Montreal, Canada, May 2011.
C. Huang, C. G. Graff, E. W. Clarkson, A. Bilgin, M. I. Altbach, “Region Based Joint Bi-exponential T2 Fitting for Small Lesions,” in 2011 Meeting of the International Society for Magnetic Resonance in Medicine, Montreal, Canada, May 2011 .
H. Oh, M. W. Marcellin, A. Bilgin, “Visually Lossless Compression Based on JPEG2000 for Efficient Transmission of High Resolution Color Aerial Images,” in 2010 International Telemetering Conference, San Diego, CA, October 2010, [Best Student Paper Award].
Y. Kim, M. S. Nadar, A. Bilgin, “Compressed Sensing Using a Gaussian Scale Mixtures Model in Wavelet Domain,” in Proc. of 2010 IEEE International Conference on Image Processing, Hong Kong, September 2010.
H. Oh, A. Bilgin, M. W. Marcellin, “Multi-resolution Visually Lossless Image Coding using JPEG2000,” in Proc. of 2010 IEEE International Conference on Image Processing, Hong Kong, September 2010.
R. Sundaresan, Y. Kim, M. S. Nadar, A. Bilgin, “Motion-Compensated Compressed Sensing for Dynamic Imaging,” in Proc. of 2010 Applications of Digital Image Processing, SPIE, San Diego, CA, August 2010.
A. Bilgin, Y. Kim, F. Liu, M. S. Nadar, “Dictionary Design for Compressed Sensing MRI,” in Proc. of 2010 Meeting of the International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, May 2010.
Y. Kim, M. S. Nadar, A. Bilgin, “Wavelet-based Compressed Sensing Reconstruction using Gaussian Scale Mixtures,” in Proc. of 2010 Meeting of the International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, May 2010.
C. Huang, C. Graff, A. Bilgin, M. I. Altbach, “Fast MR parameter mapping from highly undersampled data by Direct Reconstruction of Principal Component Coefficient Maps using Compressed Sensing,” in Proc. of 2010 Meeting of the International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, May 2010.
Y. Kim, M. S. Nadar, and A. Bilgin, “Exploiting Wavelet-Domain Dependencies in Compressed Sensing,” in Proc. of 2010 Data Compression Conference, Snowbird, UT, March 2010.
Y. Kim, M. S. Nadar, A. Bilgin, “Wavelet-based Compressed Sensing using Gaussian Scale Mixtures,” invited poster presented at Southwest Conference on Integrated Mathematical Methods in Medical Imaging (SCIMM), February 2010.
C. Huang, C. Graff, A. Bilgin, M. I. Altbach, “Fast MR parameter mapping from highly undersampled data by DIrect REconstruction of Principal COmponent coefficient Map (DIREPCOM) using Compressed Sensing,” invited poster presented at Southwest Conference on Integrated Mathematical Methods in Medical Imaging (SCIMM), February 2010.
F. Auli-Llinas, H. Oh, A. Bilgin, M. W. Marcellin, “Hill Climbing Algorithm for the Transmission of Layered JPEG2000 Video under Multiple Rate Constraints,” in Proceedings of 2009 International Conference on Image Processing, Cairo, Egypt, November 2009.
A. Bilgin, “Compressed Sensing in Magnetic Resonance Imaging,” (invited presentation), in 2009 Annual Meeting Institute for Operations Research and the Management Sciences (INFORMS), San Diego, California, October 2009.
H. Oh, A. Bilgin, M. W. Marcellin, “'Perceptual JPEG2000 using Adaptive Visibility Thresholds and Visual Masking,” (invited paper), in Proc. of 2009 Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, November 2009.
H. Oh, Y. Kim, M. W. Marcellin, A. Bilgin, “Visually Lossless Coding for Color Aerial Images using JPEG2000,” in Proc. of 2009 International Telemetering Conference, Las Vegas, NV.
H. Oh, A. Bilgin, M. W. Marcellin, “Visibility Thresholds for Quantization Distortion in JPEG2000,” in Proc. of First International Workshop on Quality of Multimedia Experience (QOMEX 2009), San Diego, CA, July 2009.
A. Bilgin, O. Guleryuz, T. P. Trouard, M. I. Altbach, “SPArse Reconstruction using a ColLEction of bases (SPARCLE),” in Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, HI, April 2009. [PDF]
A. Bilgin, Y. Kim, V. Abraham, T. P. Trouard, and M. I. Altbach, “Compressed Sensing with Phase Constrained Partial Radial k-space,” in Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, HI, April 2009. [PDF]
Y. Kim, M. I. Altbach, T. P. Trouard, and A. Bilgin, “Compressed Sensing using Dual-Tree Complex Wavelet Transforms,” in Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, HI, April 2009. [PDF]
C. Huang, A. Bilgin, C. Graff, and M. I. Altbach, “T2 Estimation for Small Lesions using a Model-Based Reconstruction with Sparsifying Penalty Functions and Highly Undersampled Radial FSE Data,” in Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, HI, April 2009. [PDF]
C. Graff, Z. Li, E. W. Clarkson, C. Huang, A. Bilgin, and M. I. Altbach, “Simultaneous Estimation of Water-T2 and Fat Fraction Using a Single Breath Hold Radial GRASE Method,” in Proc. of 2009 Meeting of the International Society for Magnetic Resonance in Medicine, Honolulu, HI, April 2009. [PDF]
H. Oh, H. G. Lalgudi, M. W. Marcellin, A. Bilgin, “Scalable Perceptual Image Coding for Remote Sensing Systems,” in Proc. of 2008 International Telemetering Conference, San Diego, CA.
K. Jagiello, Z. Aydin, W.-R. Ng, W. E. Ryan, M. W. Marcellin, A. Bilgin, “Joint JPEG2000/LDPC Code System Design for Image Telemetry,” in Proc. of 2008 International Telemetering Conference, San Diego, CA.
A. Bilgin, Y. Kim, H. G. Lalgudi, T. P. Trouard, M. I. Altbach, “Parallel Magnetic Resonance Imaging Using Compressed Sensing,” in Proc. of 2008 Applications of Digital Image Processing, SPIE, San Diego, CA. [PDF]
H. G. Lalgudi, M. W. Marcellin, A. Bilgin, M. S. Nadar, “Scalable Low Complexity Image Coder for Remote Volume Visualization,” in Proc. of 2008 Applications of Digital Image Processing, SPIE, San Diego, CA. [PDF]
A. Bilgin, T. P. Trouard, A. F. Gmitro, M. I Altbach, “Randomly Perturbed Radial Trajectories for Compressed Sensing MRI,” in Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada. [PDF]
M. I. Altbach, Z. Li, S. W. Squire, A. F. Gmitro, A. Bilgin, C. Graff, and E. Outwater, “Rapid T2 and lipid-water imaging of the liver with radial IDEAL GRASE,” in Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada. [PDF]
T. P. Trouard, J. W. Totenhagen, A. Bilgin, “Compressed Sensing in Diffusion-Weighted Radial-FSE,” in Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada. [PDF]
A. Bilgin, T. P. Trouard, M. I. Altbach, N. Raghunand, “Three-Dimensional Compressed Sensing for Dynamic MRI,” in Proc. of 2008 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada. [PDF]
H. G. Lalgudi, A. Bilgin, M. W. Marcellin, and M. S. Nadar, “Multi-Dimensional Compression Using JPEG2000,” in Proc. of 2008 Data Compression Conference.
H. G. Lalgudi, M. W. Marcellin, A. Bilgin, and M. S. Nadar, “Lifting-based View Compensated Compression of Volume Rendered Images for Efficient Remote Visualization,” in Proc. of 2008 Data Compression Conference.
H. G. Lalgudi, M. W. Marcellin, A. Bilgin, and M. S. Nadar, “Scalable Low Complexity Coder for High Resolution Airborne Video,” in Proceedings of 2007 International Telemetering Conference, Las Vegas, NV, October 2007. [PDF]
A. Bilgin, A. Krishnan, M. I. Altbach “Rapid Imaging using Undersampled Radial Trajectories and L1 Reconstruction,” in Proceedings of 2007 Meeting of the International Society for Magnetic Resonance in Medicine, Berlin, Germany, May 2007. [PDF]
M. I. Altbach, Z. Li, A. Bilgin, K. L. Weiss, “Fast Parametric Imaging of the Spine with Radial IDEAL-GRASE,” in Proceedings of 2007 Meeting of the International Society for Magnetic Resonance in Medicine, Berlin, Germany, May 2007. [PDF]
Z. Li, A. F. Gmitro, A. Bilgin, and M. I. Altbach, “Fast Decomposition of Water and Lipid Using a GRASE Technique with the IDEAL Algorithm,” in Proceedings of 2007 Meeting of the International Society for Magnetic Resonance in Medicine, Berlin, Germany, May 2007. [PDF]
R. Raguram, M. W. Marcellin, A. Bilgin, “Improved Resolution Scalability for Bi-Level Image Data in JPEG2000,” in Proceedings of 2007 Data Compression Conference, Snowbird, UT, March 2007.
L. Pu, M. W. Marcellin, I. B. Djordjevic, B. V. Vasic, and A. Bilgin, “Joint source-channel rate allocation in parallel channels,” in Proceedings of 2007 SPIE Visual Communications and Image Processing, San Jose, CA, February, 2007. [PDF]
M. W. Marcellin and A. Bilgin, “Variable Bit Rate Encoding using JPEG2000,” presented at IBC2006, Sept. 2006. [PDF]
A. Bilgin, C. Graff, Z. Li, A. F. Gmitro, E. W. Clarkson, M. I. Altbach, “Improved T2 Estimation from Highly Undersampled Radial Fast Spin-Echo Data,” presented at Sixth Arizona Biosciences Research Symposium, June 2006.
M. I. Altbach, Z. Li, A. Bilgin, V. Sorell, “Novel MRI Methods for the Characterization of Cardiac Pathologies,” presented at Sixth Arizona Biosciences Research Symposium, June 2006.
A. Bilgin, Z. Li, M. I. Altbach, “T2 Estimation Using a Half Fourier Radial Fast Spin-Echo Method,” in Proceedings of 2006 Meeting of the International Society for Magnetic Resonance in Medicine, Seattle, WA, May 2006. [PDF]
A. Krishnan, Z. Li, A. Bilgin, M. I. Altbach, “View Ordering in GRAPPA Fast Spin-Echo Methods,” in Proceedings of 2006 Meeting of the International Society for Magnetic Resonance in Medicine, Seattle, WA, May 2006. [PDF]
C. Graff, Z. Li, A. Bilgin, M. I. Altbach, A. F. Gmitro, E. W. Clarkson, “Iterative T2 Estimation from Highly Undersampled Radial Fast Spin-Echo Data,” in Proceedings of 2006 Meeting of the International Society for Magnetic Resonance in Medicine, Seattle, WA, May 2006. [PDF]
A. Bilgin and M. W. Marcellin, "JPEG2000 for Digital Cinema," in Proceedings of 2006 International Symposium on Circuits and Systems (ISCAS), (invited paper), May 2006. [PDF]
Z. Wu, A. Bilgin, M. W. Marcellin, "Joint Source/Channel Coding for Transmission of Multiple Sources," in Proceedings of 2005 International Telemetering Conference, Las Vegas, NV, October 2005. [PDF]
H. G. Lalgudi, A. Bilgin, M. W. Marcellin, M. S. Nadar, T. P. Trouard, “Compression of fMRI and Ultrasound images using 4D SPIHT,” in Proceedings of 2005 International Conference on Image Processing, Genova, Italy, September 2005.
L. Atzori, A. Bilgin, M. W. Marcellin, “Error Concealment for Motion JPEG2000,” in Proceedings of 2005 International Conference on Image Processing, Genova, Italy, September 2005.
L. Pu, M. W. Marcellin, B. Vasic, A. Bilgin, “Progressive Decoding and Unequal Error Protection for JPEG2000 Images,” in Proceedings of 2005 International Conference on Image Processing, Genova, Italy, September 2005.
A. Bilgin, A. F. Gmitro, W. F. Block, M. I. Altbach, “A Half Fourier Radial Fast Spin-Echo Method Using a Bent Radial Trajectory,” in Proceedings of 2005 Meeting of the International Society for Magnetic Resonance in Medicine, Miami, FL, May 2005. [PDF]
Z. Li, E. W. Clarkson, A. Bilgin, A. F. Gmitro, M. I. Altbach, “A “Variable Flip Angle” Radial Steady-State Free Precession Technique with Slice Profile Correction,” in Proceedings of 2005 Meeting of the International Society for Magnetic Resonance in Medicine, Miami, FL, May 2005. [PDF]
M. I. Altbach, Z. Li, A. Bilgin, D. A. Bluemke, F. I. Marcus, “An Interleaved Lipid/Water Acquisition Method for Improved Detection of Lipid Infiltration in the Heart,” in Proceedings of 2005 Meeting of the International Society for Magnetic Resonance in Medicine, Miami, FL, May 2005. [PDF]
A. Tabesh, A. Bilgin, K. Krishnan, and M. W. Marcellin, “JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information,” in Proceedings of 2005 Data Compression Conference, pp. 329-337, Snowbird, UT, March 2005. [PDF]
Z. Wu, R. Jandhyala, A. Bilgin, M. W. Marcellin, “Joint Source/Channel Coding for Multiple Video Sequences with JPEG2000,” Proceedings of 2005 Data Compression Conference, pp. 489, Snowbird, UT, March 2005. [PDF]
H. G. Lalgudi, A. Bilgin, M. W. Marcellin, A. Tabesh, M. S. Nadar, T. P. Trouard, “Four-Dimensional Compression of fMRI using JPEG2000,” in Proceedings of SPIE, Medical Imaging, San Diego, California, February 2005. [PDF]
K. Krishnan, M. W. Marcellin, A. Bilgin, M. S. Nadar, “Prioritization of Compressed Data by Tissue Type using JPEG2000,” in Proceedings of SPIE, Medical Imaging, San Diego, California, February 2005. [PDF]
E. Siegel, K. Siddiqui, J. Johnson, O. Crave, Z. Wu, J. Dagher, A. Bilgin, M. W. Marcellin, M. Nadar, B. Reiner, “Compression of multi-slice CT: 2D vs. 3D JPEG 2000 and effects of slice thickness," in Proceedings of SPIE, Medical Imaging, San Diego, California, February 2005. [PDF]
M. W. Marcellin and A. Bilgin, “JPEG 2000 for Digital Cinema,” in VidTrans and Advanced Motion Imaging 2005 Joint Conference, Atlanta, GA, January 2005.
P. Kulkarni, A. Bilgin, M. W. Marcellin, J. C. Dagher, T. Flohr, and J. Rountree, “Reduced Memory Multi-Layer Multi-Component Rate Allocation for JPEG2000,” in Proceedings of SPIE, Image & Video Communications and Processing (IVCP'05), San Jose, CA, January 2005. [PDF]
L. Pu, Z. Wu, A. Bilgin, M. W. Marcellin, B. Vasic, "LDPC-based iterative joint source-channel decoding scheme for JPEG2000," in Proceedings of 2004 International Telemetering Conference, San Diego, CA, October 2004.
Z. Wu, A. Bilgin, M. W. Marcellin, “Joint Source/Channel Coding for Multiple Images,” in Proceedings of IEEE GLOBECOM 2004, Dallas TX, November 2004.
K. M. Siddiqui, E. L. Siegel, B. I. Reiner, O. Crave, J. P. Johnson, Z. Wu, J. C. Dagher, A. Bilgin, M. W. Marcellin, M. Nadar, “Improved Compressibility of Multi-Slice CT Datasets using 3D JPEG2000 Compression,” in 2004 Computer Assisted Radiology and Surgery, June 2004, Chicago, IL. [PDF]
A. Bilgin, A. F. Gmitro, M. I. Altbach, “A Partial Fourier Reconstruction Method for Radially Acquired Data with Variable TE,” in Proceedings of 2004 Meeting of the International Society for Magnetic Resonance in Medicine, Tokyo, Japan. [PDF]
A. Bilgin, M. W. Marcellin, M. I. Altbach, “Wavelet Compression of ECG Signals by JPEG2000,” in Proceedings of 2004 Data Compression Conference, pp. 527, Snowbird, UT, March 2004. [PDF]
M. I. Altbach, Z. Li, A. Bilgin, F. I. Marcus, T. P. Trouard, A. F. Gmitro, “A Novel Radial MRI Technique for Obtaining High-resolution Images of the Heart with Variable Contrast from a Single k-Space Data Set,” in Society for Cardiovascular Magnetic Resonance (SCMR) Annual Scientific Sessions, Barcelona, Spain, February 2004.
K. Krishnan, M. W. Marcellin, A. Bilgin, M. S. Nadar, "Compression/Decompression Strategies for Large Volume Medical Imagery," in Proceedings of SPIE, Medical Imaging 2004: PACS and Imaging Informatics, Vol. 5371, pp. 152-159, San Diego, California, February 2004. [PDF]
Z. Wu, A. Bilgin, L. Pu, M. W. Marcellin, "Robust Transmission of JPEG2000 Codestreams over Packet Erasure Channels," in Proceedings of Visual Communications and Image Processing, SPIE, Vol. 5308, pp. 608-616, San Jose, California, January 2004. [PDF]
L. Pu, Z. Wu, A. Bilgin, M. W. Marcellin, B. Vasic, “Iterative Joint Source-Channel Decoding for JPEG2000,” (invited paper), in Proceedings of 2003 Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, November 2003. [PDF]
Z. Li, A. Bilgin, A. F. Gmitro, M. I. Altbach, “Novel Radial MRI Technique for Obtaining High Resolution Black Blood Images of the Heart with and without Fat Suppression from a Single k-space Data Set,” in Proceedings of the 2003 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, July 2003. [PDF]
M. I. Altbach, A. Bilgin, Z. Li, E. W. Clarkson, A. F. Gmitro, “A Post-processing Method for Obtaining Accurate T2 Estimates from a Single Radial Fast-spin Echo K-space Data Set,” in Proceedings of the 2003 Meeting of the International Society for Magnetic Resonance in Medicine, Toronto, Canada, July 2003. [PDF]
Z. Wu, A. Bilgin, M. W. Marcellin, “An Efficient Joint Source-Channel Rate Allocation Scheme for JPEG2000 Codestream,” in Proceedings of 2003 Data Compression Conference, pp. 113-122, Snowbird, Utah, March 2003. [PDF]
A. Bilgin, Z. Wu, M. W. Marcellin, “Decompression of Corrupt JPEG2000 Codestreams,” in Proceedings of 2003 Data Compression Conference, pp. 123-132, Snowbird, Utah, March 2003. [PDF]
A. Bilgin, Z. Wu, M. W. Marcellin, “On Transmission of JPEG2000 Codestreams over Packet Erasure Channels,” in Image and Visual Communications Processing, SPIE, January 2003. [PDF]
Z. Wu, A. Bilgin, M. W. Marcellin, “Unequal Error Protection for Transmission of JPEG2000 Codestreams over Noisy Channels,” in Proc. of IEEE International Conference on Image Processing, Vol. 1, pp. 213-216, September 2002. [PDF]
A. Bilgin, Z. Wu, M. W. Marcellin, “On Packetization of JPEG2000 Codestreams,” in Visual Communications and Image Processing, SPIE, Vol. 4671-2, pp. 614-625, January 2002. [PDF]
J. C. Dagher, A. Bilgin, M. W. Marcellin, “Rate Control for Multisequence Video Streaming,” in Visual Communications and Image Processing, SPIE, Vol. 4671-1, pp. 209-220, January 2002. [PDF]
J. C. Dagher, A. Bilgin, M. W. Marcellin, “Efficient Rate Control for Video Streaming,” in Applications of Digital Image Processing, SPIE, Vol. 4472, pp. 258-266, July 2001. [PDF]
M. W. Marcellin, A. Bilgin, “JPEG2000: Highly Scalable Image Compression,” (invited paper), in Proceedings of 2001 International Conference on Information Technology: Coding and Computing (ITCC2001), pp. 268-272, Las Vegas, Nevada, April 2001. [PDF]
A. Bilgin, M. W. Marcellin, “On Parent-Child Coding Gain in Zero-tree Based Coders,” in Proceedings of 2001 Data Compression Conference, pp. 485, Snowbird, Utah, March 2001. [PDF]
J. H. Kasner, A. Bilgin, M. W. Marcellin, A. Lan, B. V. Brower, S. S. Shen, T.S. Wilkinson, “JPEG-2000 compression using 3D wavelets and KLT with application to HYDICE data,” in Imaging Spectrometry VI, Proceedings of SPIE, Vol. 4132, July 2000. [PDF]
M. W. Marcellin, M. J. Gormish, A. Bilgin, M. P. Boliek, “An Overview of JPEG-2000,” (invited paper), in Proc. of 2000 Data Compression Conference, pp. 523-541, Snowbird, Utah, March 2000. [PDF]
F. Sheng, A. Bilgin, P. J. Sementilli, M. W. Marcellin, “Lossy and Lossless Image Compression Using Reversible Integer Wavelet Transforms,” in Proc. of 1998 International Conference on Image Processing, Chicago, Illinois, October 1998. [PDF]
A. Bilgin, M. W. Marcellin, “Applications of Reversible Integer Wavelet Transforms to Lossless Compression of Medical Image Volumes,” in Proc. of 1998 International Symposium on Information Theory, pp. 411, August 1998. [PDF]
P. J. Sementilli, A. Bilgin, J. H. Kasner, M. W. Marcellin, “Wavelet TCQ: Submission to JPEG 2000,” (invited keynote paper), in Proc. of Applications of Digital Image Processing, SPIE, pp. 2-12, July 1998. [PDF]
K. Panchapakesan, A. Bilgin, D. G. Sheppard, M. W. Marcellin, B. R. Hunt, “Combined Compression and Denoising of Images Using Vector Quantization,” in Proc. of Applications of Digital Image Processing, SPIE, pp. 523-529, July 1998. [PDF]
K. Panchapakesan, A. Bilgin, D. G. Sheppard, M. W. Marcellin, B. R. Hunt, “Simultaneous Compression and Denoising of Imagery using Non-linear Interpolative Vector Quantization,” in Proc. of Eighth IEEE Digital Signal Processing Workshop, Bryce Canyon National Park, Utah, August 1998. [PDF]
A. Bilgin, P. J. Sementilli, M. W. Marcellin, “Asamali Kafes Kodlu Nicemleme ile Imge Kodlama,” (in Turkish), in Proc. of 6. Sinyal Isleme ve Uygulamalari Kurultayi, pp. 236-241, Vol. 1, May 1998, Kizilcahamam, Turkey. [PDF]
K. Panchapakesan, A. Bilgin, M. W. Marcellin, B. R. Hunt, “Joint Compression and Restoration of Images using Wavelets and Non-Linear Interpolative Vector Quantization,” in Proc. of 1998 International Conference on Acoustics, Speech, and Signal Processing, pp. 2649-2652, Vol. 5, May 1998, Seattle, Washington. [PDF]
D. G. Sheppard, K. Panchapakesan, A. Bilgin, B. R. Hunt, M. W. Marcellin, “Removal of Image Defocus and Motion Blur Effects with a Nonlinear Interpolative Vector Quantizer,” in Proc. of 1998 IEEE Southwest Symposium on Image Analysis and Interpretation, pp. 1-5, 6-7 April 1998, Tucson, Arizona. [PDF]
A. Bilgin, G. Zweig, M. W. Marcellin, “Efficient Lossless Coding of Medical Image Volumes Using Reversible Integer Wavelet Transforms,” in Proc. of 1998 Data Compression Conference, pp. 428-437, March 1998, Snowbird, Utah. [PDF]
A. Bilgin, P. J. Sementilli, M. W. Marcellin, “Progressive coding of TCQ,” (invited paper), in Proc. of 1998 IEEE Information Theory Workshop, February 1998, San Diego, CA. [PDF]
P. J. Sementilli, A. Bilgin, F. Sheng, M. W. Marcellin, J. C. Kieffer, “Progressive Transmission in Trellis Coded Quantization-Based Image Coders,” in Proc. of 1997 IEEE International Conference on Image Processing, pp. 588-591, Vol. 1, October 1997, Santa Barbara, CA. [PDF]
D. G. Sheppard, K. Panchapakesan, A. Bilgin, B. R. Hunt, M. W. Marcellin, “Lapped Nonlinear Interpolative Vector Quantization and Image Super-Resolution,” in Proc. of Thirty First Asilomar Conference on Signals and Computers, pp. 224-228, Vol. 1, 1997. [PDF]
D. G. Sheppard, A. Bilgin, M. S. Nadar, B. R. Hunt, M. W. Marcellin, “A Vector Quantizer for Image Restoration,” in Proc. of 1996 IEEE International Conference on Image Processing, Vol. III, pp. 439-441 Lausanne, Switzerland. [PDF]
A. Bilgin, M. W. Marcellin, H. Abut, “Variable Size Finite-State Motion Vector Quantization,” in Proc. of 1996 Int. Conf. on Acous., Speech, and Signal Processing, Vol. IV, pp. 2017-2020, May 1996, Atlanta, GA. [PDF]
A. Bilgin, H. Abut, M. W. Marcellin, “A Novel Vector Quantizer Based Architecture for Block-Matching Motion Estimation,” in Proc. of Twenty Nineth Asilomar Conference on Signals and Computers, October 1995, pp. 1403-1407, Vol. 2, Pacific Grove, CA. [PDF]
H. Abut, A. Bilgin, R. M. Bernardi, L. A. Wherry, “A Case Study in IVHS Implementation: An Image Processing Application for I-15 HOV Lanes,” (invited paper), Proc. of 1995 Int. Conf. on Acous., Speech, and Signal Processing, Vol. V, pp. 2979-2982, May 1995, Detroit, MI. [PDF]
Other Publications/Presentations
A. Bilgin, T. P. Trouard, A. F. Gmitro, M. I Altbach, “Randomly Perturbed Radial Trajectories for Compressed Sensing MRI,” Arizona Alzheimer's Consortium Annual Meeting, May 2008.
T. P. Trouard, J. W. Totenhagen, A. Bilgin, “Compressed Sensing in Diffusion-Weighted Radial-FSE,” Arizona Alzheimer's Consortium Annual Meeting, May 2008.
A. Bilgin, C. Graff, J. Totenhagen, T. P. Trouard, and M. I. Altbach, “A New Sampling and Reconstruction Method for Magnetic Resonance Imaging,” Arizona Health Sciences Center Frontiers in Biomedical Research Forum, October 2007.
M. I. Altbach, A. Bilgin, Z. Li, A. F. Gmitro, E. K. Outwater, V. L. Sorrell, A. T. Stopeck, F. I. Marcus, “Novel MRI Methods for Improved Diagnosis of Abdominal and Cardiothoracic Disorders,” Arizona Health Sciences Center Frontiers in Biomedical Research Forum, September 2004.
K. Krishnan, A. Bilgin, M. W. Marcellin, M. S. Nadar, “Remote Browsing of Medical Images,” Arizona Health Sciences Center Frontiers in Biomedical Research Forum, September 2004.
Dissertation
A. Bilgin, "Scalable Compression of Imagery," Ph.D. Dissertation, Department of Electrical and Computer Engineering, University of Arizona, 2002.
Thesis
A. Bilgin, "Image Processing and Compression for Intelligent Vehicle/Highway Systems,'' Masters Thesis, San Diego State University, May 1995
Standards Contributions
J. H. Kasner, S. S. Shen, T. S. Wilkinson, A. Bilgin, M. W. Marcellin, A. Lan, B. V. Brower, ``Application of JPEG-2000 to Hyperspectral Image Compression,'' ISO/IEC JTC1/SC29/WG1, JPEG2000, WG1N1832, August 16, 2000.
M. Marcellin, A. Bilgin and J. M. Heermans, ``Hyperspectral Image Compression with JPEG 2000,'' ISO/IEC JTC1/SC29/WG1, JPEG2000, WG1N1559, December 16, 1999.
M. Marcellin, T. Flohr, A. Bilgin, D. Taubman, E. Ordentlich, M. Weinberger, G. Seroussi, C. Chrysafis, T. Fischer, B. Banister, M. Rabbani, R. Joshi, ``Report on Core Experiments CodEff4, CodEff5, CodEff7: Reduced Complexity Entropy Coding,'' ISO/IEC JTC1/SC29/WG1, JPEG2000, WG1N1312, June 30, 1999.
Technical Reports
M. W. Marcellin and A. Bilgin, ``Hyperspectral Image Compression," Signal Processing and Coding Laboratory Final Report, Dept. of E.C.E, University of Arizona, December 14, 1999.
H. Abut, L. A. Wherry, R.M. Bernardi, Y. Öztürk, M. D. Callaghan, A. Bilgin, D. S. Erickson, A. P. Yznaga. and P. A. Powell, "System Manual Draft: Visual Image Verification for I-15 Reversible High-Occupancy Vehicle Lanes," Digital Signal Processing and Communications Laboratories Progress Report, Department of E.C.E., SDSU, June 22, 1993.
(c) Copyright 2010-2020, Ali Bilgin