A case study in IVHS implementation: an image processing application for I-15 HOV lanes. - Hüseyin Abut; Ali Bilgin; R. M. Bernardi; L. A. Wherry (ICASSP, 1995)

Variable size finite-state motion vector quantization. - Ali Bilgin; Michael W. Marcellin; Hüseyin Abut (ICASSP, 1996)

Progressive Transmission in Trellis Coded Quanitization-Based Image Coders. - Philip J. Sementilli; Ali Bilgin; Fang Sheng; Michael W. Marcellin; John C. Kieffer (ICIP (1), 1997)

Efficient Lossless Coding of Medical Image Volumes Using Reversible Integer Wavelet Transforms. - Ali Bilgin; George Zweig; Michael W. Marcellin (Data Compression Conference, 1998)

Joint compression and restoration of images using wavelets and non-linear interpolative vector quantization. - Kannan Panchapakesan; Ali Bilgin; Michael W. Marcellin; Bobby R. Hunt (ICASSP, 1998)

Lossy and Lossless Image Compression using Reversible Integer Wavelet Transforms. - Fang Sheng; Ali Bilgin; Philip J. Sementilli; Michael W. Marcellin (ICIP (3), 1998)

A vector quantizer for image restoration. - David G. Sheppard; Ali Bilgin; Mariappan S. Nadar; Bobby R. Hunt; Michael W. Marcellin (IEEE Trans. Image Process., 1998)

Progressive image coding using trellis coded quantization. - Ali Bilgin; Philip J. Sementilli; Michael W. Marcellin (IEEE Trans. Image Process., 1999)

An Overview of JPEG-2000. - Michael W. Marcellin; Michael J. Gormish; Ali Bilgin; Martin P. Boliek (Data Compression Conference, 2000)

Scalable image coding using reversible integer wavelet transforms. - Ali Bilgin; Philip J. Sementilli; Fang Sheng; Michael W. Marcellin (IEEE Trans. Image Process., 2000)

Lapped nonlinear interpolative vector quantization and image super-resolution. - David G. Sheppard; Kannan Panchapakesan; Ali Bilgin; Bobby R. Hunt; Michael W. Marcellin (IEEE Trans. Image Process., 2000)

On Parent-Child Coding Gain in Zero-Tree Based Coders. - Ali Bilgin; Michael W. Marcellin (Data Compression Conference, 2001)

JPEG2000: Highly Scalable Image Compression. - Michael W. Marcellin; Ali Bilgin (ITCC, 2001)

Quantifying the parent-child coding gain in zero-tree-based coders. - Michael W. Marcellin; Ali Bilgin (IEEE Signal Process. Lett., 2001)

Unequal error protection for transmission of JPEG2000 codestreams over noisy channels. - Ali Bilgin; Zhenyu Wu 005; Michael W. Marcellin (ICIP (1), 2002)

Packetization of JPEG2000 codestreams. - Ali Bilgin; Zhenyu Wu 005; Michael W. Marcellin (VCIP, 2002)

Rate control for multisequence video streaming. - Joseph C. Dagher; Ali Bilgin; Michael W. Marcellin (VCIP, 2002)

An overview of quantization in JPEG 2000. - Michael W. Marcellin; Margaret A. Lepley; Ali Bilgin; Thomas J. Flohr; Troy T. Chinen; James H. Kasner (Signal Process. Image Commun., 2002)

Decompression Of Corrupt JPEG 2000 Codestreams. - Ali Bilgin; Zhenyu Wu 005; Michael W. Marcellin (DCC, 2003)

An Efficient Joint Source-Channel Rate Allocation Scheme For JPEG 2000 Codestreams. - Zhenyu Wu 005; Ali Bilgin; Michael W. Marcellin (DCC, 2003)

Compression of electrocardiogram signals using JPEG2000. - Ali Bilgin; Michael W. Marcellin; Maria I. Altbach (IEEE Trans. Consumer Electron., 2003)

Resource-constrained rate control for Motion JPEG2000. - Joseph C. Dagher; Ali Bilgin; Michael W. Marcellin (IEEE Trans. Image Process., 2003)

Improved compressibility of multislice CT datasets using 3D JPEG2000 compression. - Khan M. Siddiqui; Eliot L. Siegel; Bruce I. Reiner; Olivier Crave; Jeffrey P. Johnson; Zhenyu Wu 005; Joseph C. Dagher; Ali Bilgin; Michael W. Marcellin; Mariappan S. Nadar (CARS, 2004)

Wavelet Compression of ECG Signals by JPEG2000. - Ali Bilgin; Michael W. Marcellin; Maria I. Altbach (Data Compression Conference, 2004)

Robust transmission of JPEG2000 codestreams over packet erasure channels. - Zhenyu Wu 005; Ali Bilgin; Lingling Pu; Michael W. Marcellin (VCIP, 2004)

JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information. - Ali Tabesh; Ali Bilgin; Karthik Krishnan; Michael W. Marcellin (DCC, 2005)

Joint Source/Channel Coding for Multiple Video Sequences with JPEG2000. - Zhenyu Wu 005; Radhika Jandhyala; Ali Bilgin; Michael W. Marcellin (DCC, 2005)

Reduced memory multi-layer multi-component rate allocation for JPEG2000. - Prajit Kulkarni; Ali Bilgin; Michael W. Marcellin; Joseph C. Dagher; Thomas J. Flohr; Janet Rountree (Electronic Imaging: Image and Video Communications and Processing, 2005)

Error concealment for motion JPEG2000. - Luigi Atzori; Ali Bilgin; Michael W. Marcellin (ICIP (1), 2005)

Compression of fMRI and ultrasound images using 4D SPIHT. - Hariharan G. Lalgudi; Ali Bilgin; Michael W. Marcellin; Mariappan S. Nadar (ICIP (2), 2005)

Four-dimensional compression of fMRI using JPEG2000. - Hariharan G. Lalgudi; Ali Bilgin; Michael W. Marcellin; Ali Tabesh; Mariappan S. Nadar; Theodore P. Trouard (Image Processing, 2005)

Joint source/channel coding for multiple images. - Zhenyu Wu 005; Ali Bilgin; Michael W. Marcellin (IEEE Trans. Commun., 2005)

Joint source/channel coding for image transmission with JPEG2000 over memoryless channels. - Zhenyu Wu 005; Ali Bilgin; Michael W. Marcellin (IEEE Trans. Image Process., 2005)

Compression of Earth Science Data with JPEG2000. - Prajit Kulkarni; Ali Bilgin; Michael W. Marcellin; Joseph C. Dagher; James H. Kasner; Thomas J. Flohr; Janet Rountree (Hyperspectral Data Compression, 2006)

JPEG2000 for digital cinema. - Ali Bilgin; Michael W. Marcellin (ISCAS, 2006)

Efficient transmission of compressed data for remote volume visualization. - Karthik Krishnan; Michael W. Marcellin; Ali Bilgin; Mariappan S. Nadar (IEEE Trans. Medical Imaging, 2006)

Improved Resolution Scalability for Bi-Level Image Data in JPEG2000. - Rahul Raguram; Michael W. Marcellin; Ali Bilgin (DCC, 2007)

Unequal error protection and progressive decoding for JPEG2000. - Lingling Pu; Michael W. Marcellin; Bane Vasic; Ali Bilgin (Signal Process. Image Commun., 2007)

Error Resilient Decoding of JPEG2000. - Zhenyu Wu 005; Ali Bilgin; Michael W. Marcellin (IEEE Trans. Circuits Syst. Video Technol., 2007)

Joint Source-Channel Rate Allocation in Parallel Channels. - Lingling Pu; Michael W. Marcellin; Ivan B. Djordjevic; Bane Vasic; Ali Bilgin (IEEE Trans. Image Process., 2007)

LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000. - Lingling Pu; Zhenyu Wu 005; Ali Bilgin; Michael W. Marcellin; Bane Vasic (IEEE Trans. Image Process., 2007)

Multi-dimensional Compression Using JPEG2000. - Hariharan G. Lalgudi; Ali Bilgin; Michael W. Marcellin; Mariappan S. Nadar (DCC, 2008)

Lifting-Based View Compensated Compression of Volume Rendered Images for Efficient Remote Visualization. - Hariharan G. Lalgudi; Michael W. Marcellin; Ali Bilgin; Mariappan S. Nadar (DCC, 2008)

Compression of Multidimensional Images Using JPEG2000. - Hariharan G. Lalgudi; Ali Bilgin; Michael W. Marcellin; Mariappan S. Nadar (IEEE Signal Process. Lett., 2008)

Hill climbing algorithm for the transmission of layered jpeg2000 video under multiple rate constraints. - Francesc Aulí Llinàs; Han Oh; Ali Bilgin; Michael W. Marcellin (ICIP, 2009)

View Compensated Compression of Volume Rendered Images for Remote Visualization. - Hariharan G. Lalgudi; Michael W. Marcellin; Ali Bilgin; Han Oh; Mariappan S. Nadar (IEEE Trans. Image Process., 2009)

Improved Resolution Scalability for Bilevel Image Data in JPEG2000. - Rahul Raguram; Michael W. Marcellin; Ali Bilgin (IEEE Trans. Image Process., 2009)

Exploiting Wavelet-Domain Dependencies in Compressed Sensing. - Yookyung Kim; Mariappan S. Nadar; Ali Bilgin (DCC, 2010)

Compressed sensing using a Gaussian Scale Mixtures model in wavelet domain. - Yookyung Kim; Mariappan S. Nadar; Ali Bilgin (ICIP, 2010)

Multi-resolution visually lossless image coding using JPEG2000. - Han Oh; Ali Bilgin; Michael W. Marcellin (ICIP, 2010)

Dynamic compressive magnetic resonance imaging using a Gaussian scale mixtures model. - Yookyung Kim; Mariappan S. Nadar; Ali Bilgin (ICIP, 2011)

Visually lossless JPEG2000 at fractional resolutions. - Han Oh; Ali Bilgin; Michael W. Marcellin (ICIP, 2011)

Model-based compressive diffusion tensor imaging. - Lingling Pu; Theodore P. Trouard; Lee Ryan; Chuan Huang 002; Maria I. Altbach; Ali Bilgin (ISBI, 2011)

FAST Rate Allocation Through Steepest Descent for JPEG2000 Video Transmission. - Francesc Aulí Llinàs; Ali Bilgin; Michael W. Marcellin (IEEE Trans. Image Process., 2011)

A field map estimation strategy without the noise-bandwidth tradeoff. - Joseph C. Dagher; Ali Bilgin (Image Processing, 2012)

Wavelet-Based Compressed Sensing Using a Gaussian Scale Mixture Model. - Yookyung Kim; Mariappan S. Nadar; Ali Bilgin (IEEE Trans. Image Process., 2012)

Visually Lossless Compression of Stereo Images. - Hsin-Chang Feng; Michael W. Marcellin; Ali Bilgin (DCC, 2013)

Visually Lossless Compression of Windowed Images. - Tony Leung; Michael W. Marcellin; Ali Bilgin (DCC, 2013)

Video compressed sensing using iterative self-similarity modeling and residual reconstruction. - Yookyung Kim; Han Oh; Ali Bilgin (J. Electronic Imaging, 2013)

Visually Lossless Encoding for JPEG2000. - Han Oh; Ali Bilgin; Michael W. Marcellin (IEEE Trans. Image Process., 2013)

Randomized Iterative Hard Thresholding for Sparse Approximations. - Robert Crandall; Bin Dong; Ali Bilgin (DCC, 2014)

Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals. - Feng Liu 012; Michael W. Marcellin; Nathan A. Goodman; Ali Bilgin (DCC, 2014)

Lossless image compression using causal block matching and 3D collaborative filtering. - Robert Crandall; Ali Bilgin (ICIP, 2014)

Image compression based on task-specific information. - Lingling Pu; Michael W. Marcellin; Ali Bilgin; Amit Ashok (ICIP, 2014)

Compression Based on a Joint Task-Specific Information Metric. - Lingling Pu; Michael W. Marcellin; Ali Bilgin; Amit Ashok (DCC, 2015)

Super resolution reconstruction based on block matching and three-dimensional filtering with sharpening. - Yookyung Kim; Han Oh; Ali Bilgin (IET Image Process., 2015)

A Methodology for Visually Lossless JPEG2000 Compression of Monochrome Stereo Images. - Hsin-Chang Feng; Michael W. Marcellin; Ali Bilgin (IEEE Trans. Image Process., 2015)

Task-based optimization of flip angle for texture analysis in MRI. - Jonathan F. Brand; Lars R. Furenlid; Maria I. Altbach; Jean-Philippe Galons; Achyut Bhattacharyya; Puneet Sharma; Tulshi Bhattacharyya; Ali Bilgin; Diego R. Martín (Image Perception, Observer Performance, and Technology Assessment, 2016)

Visually Lossless JPEG 2000 for Remote Image Browsing. - Han Oh; Ali Bilgin; Michael W. Marcellin (Inf., 2016)

Compressive Sampling for Detection of Frequency-Hopping Spread Spectrum Signals. - Feng Liu 012; Michael W. Marcellin; Nathan A. Goodman; Ali Bilgin (IEEE Trans. Signal Process., 2016)

Visibility Thresholds in Reversible JPEG2000 Compression. - Feng Liu 012; Eze Ahanonu; Michael W. Marcellin; Yuzhang Lin; Amit Ashok; Ali Bilgin (DCC, 2017)

The Current Role of Image Compression Standards in Medical Imaging. - Feng Liu 012; Miguel Hernández-Cabronero; Victor Sanchez; Michael W. Marcellin; Ali Bilgin (Inf., 2017)

Lossless Image Compression Using Reversible Integer Wavelet Transforms and Convolutional Neural Networks. - Eze Ahanonu; Michael W. Marcellin; Ali Bilgin (DCC, 2018)

Task-Based JPEG 2000 Image Compression: An Information-Theoretic Approach. - Yuzhang Lin; Amit Ashok; Michael W. Marcellin; Ali Bilgin (DCC, 2018)

A Visual Discrimination Model for JPEG2000 Compression. - Feng Liu 012; Yuzhang Lin; Miguel Hernández-Cabronero; Eze Ahanonu; Michael W. Marcellin; Amit Ashok; Ali Bilgin (DCC, 2018)

Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery. - Eze Ahanonu; Michael W. Marcellin; Ali Bilgin (DCC, 2019)

Perception-Optimized Encoding for Visually Lossy Image Compression. - Yuzhang Lin; Feng Liu 012; Miguel Hernández-Cabronero; Eze Ahanonu; Michael W. Marcellin; Ali Bilgin; Amit Ashok (DCC, 2019)

Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer. - M. Khalid Khan Niazi; Yuzhang Lin; Feng Liu 012; Amit Ashok; Michael W. Marcellin; Gary Tozbikian; Metin Nafi Gürcan; Ali Bilgin (Artif. Intell. Medicine, 2019)

Lossless Multi-component Image Compression Based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks. - Eze Ahanonu; Michael W. Marcellin; Ali Bilgin (DCC, 2020)

A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images. - Lavanya Umapathy; Mahesh Bharath Keerthivasan; Jean-Philippe Galons; Wyatt Unger; Diego R. Martín; Maria I. Altbach; Ali Bilgin (CoRR, 2020)

A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks. - Lavanya Umapathy; Mahesh Bharath Keerthivasan; Natalie M. Zahr; Ali Bilgin; Manojkumar Saranathan (CoRR, 2020)

White matter hyperintensities volume and cognition: Assessment of a deep learning based lesion detection and quantification algorithm on the Alzheimers Disease Neuroimaging Initiative. - Lavanya Umapathy; Gloria Guzman Perez-Carillo; Blair Winegar; Srinivasan Vedantham; Maria I. Altbach; Ali Bilgin (CoRR, 2020)

A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images. - Lavanya Umapathy; Wyatt Unger; Faryal Shareef; Hina Arif; Diego R. Martín; Maria I. Altbach; Ali Bilgin (CoRR, 2020)

Visibility of quantization errors in reversible JPEG2000. - Feng Liu 012; Eze Ahanonu; Michael W. Marcellin; Yuzhang Lin; Amit Ashok; Ali Bilgin (Signal Process. Image Commun., 2020)

Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI. - Lavanya Umapathy; Zhiyang Fu; Rohit C. Philip; Diego R. Martín; Maria I. Altbach; Ali Bilgin (CoRR, 2022)

Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI. - Lavanya Umapathy; Mahesh Bharath Keerthivasan; Natalie M. Zahr; Ali Bilgin; Manojkumar Saranathan (Neuroinformatics, 2022)