Ali Bilgin

Publication Activity (10 Years)

Years Active: 1995-2022
Publications (10 Years): 22

Top Topics

Image Compression

Thalamic Nuclei

Convolutional Neural Networks

Reversible Integer

Top Venues

Publications

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) (2022)
Lavanya Umapathy, Zhiyang Fu, Rohit 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 (2022)
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 (2020)
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 (2020)
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 (2020)
Lavanya Umapathy, Mahesh Bharath Keerthivasan, Natalie M. Zahr, Ali Bilgin, Manojkumar Saranathan
A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks. CoRR (2020)
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 (2020)
Eze Ahanonu, Michael W. Marcellin, Ali Bilgin
Lossless Multi-component Image Compression Based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks. DCC (2020)
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 (2019)
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)
Eze Ahanonu, Michael W. Marcellin, Ali Bilgin
Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery. DCC (2019)
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)
Eze Ahanonu, Michael W. Marcellin, Ali Bilgin
Lossless Image Compression Using Reversible Integer Wavelet Transforms and Convolutional Neural Networks. DCC (2018)
Yuzhang Lin, Amit Ashok, Michael W. Marcellin, Ali Bilgin
Task-Based JPEG 2000 Image Compression: An Information-Theoretic Approach. DCC (2018)
Feng Liu, Eze Ahanonu, Michael W. Marcellin, Yuzhang Lin, Amit Ashok, Ali Bilgin
Visibility Thresholds in Reversible JPEG2000 Compression. DCC (2017)
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) (2017)
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) (2016)
Han Oh, Ali Bilgin, Michael W. Marcellin
Visually Lossless JPEG 2000 for Remote Image Browsing. Inf. 7 (3) (2016)
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)
Lingling Pu, Michael W. Marcellin, Ali Bilgin, Amit Ashok
Compression Based on a Joint Task-Specific Information Metric. DCC (2015)
Yookyung Kim, Han Oh, Ali Bilgin
Super resolution reconstruction based on block matching and three-dimensional filtering with sharpening. IET Image Process. 9 (12) (2015)
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) (2015)
Robert Crandall, Ali Bilgin
Lossless image compression using causal block matching and 3D collaborative filtering. ICIP (2014)
Lingling Pu, Michael W. Marcellin, Ali Bilgin, Amit Ashok
Image compression based on task-specific information. ICIP (2014)
Feng Liu, Michael W. Marcellin, Nathan A. Goodman, Ali Bilgin
Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals. DCC (2014)
Robert Crandall, Bin Dong, Ali Bilgin
Randomized Iterative Hard Thresholding for Sparse Approximations. DCC (2014)
Tony Leung, Michael W. Marcellin, Ali Bilgin
Visually Lossless Compression of Windowed Images. DCC (2013)
Han Oh, Ali Bilgin, Michael W. Marcellin
Visually Lossless Encoding for JPEG2000. IEEE Trans. Image Process. 22 (1) (2013)
Hsin-Chang Feng, Michael W. Marcellin, Ali Bilgin
Visually Lossless Compression of Stereo Images. DCC (2013)
Yookyung Kim, Han Oh, Ali Bilgin
Video compressed sensing using iterative self-similarity modeling and residual reconstruction. J. Electronic Imaging 22 (2) (2013)
Joseph C. Dagher, Ali Bilgin
A field map estimation strategy without the noise-bandwidth tradeoff. Medical Imaging: Image Processing (2012)
Yookyung Kim, Mariappan S. Nadar, Ali Bilgin
Wavelet-Based Compressed Sensing Using a Gaussian Scale Mixture Model. IEEE Trans. Image Process. 21 (6) (2012)
Han Oh, Ali Bilgin, Michael W. Marcellin
Visually lossless JPEG2000 at fractional resolutions. ICIP (2011)
Lingling Pu, Theodore P. Trouard, Lee Ryan, Chuan Huang, Maria I. Altbach, Ali Bilgin
Model-based compressive diffusion tensor imaging. ISBI (2011)
Francesc Aulí Llinàs, Ali Bilgin, Michael W. Marcellin
FAST Rate Allocation Through Steepest Descent for JPEG2000 Video Transmission. IEEE Trans. Image Process. 20 (4) (2011)
Yookyung Kim, Mariappan S. Nadar, Ali Bilgin
Dynamic compressive magnetic resonance imaging using a Gaussian scale mixtures model. ICIP (2011)
Han Oh, Ali Bilgin, Michael W. Marcellin
Multi-resolution visually lossless image coding using JPEG2000. ICIP (2010)
Yookyung Kim, Mariappan S. Nadar, Ali Bilgin
Compressed sensing using a Gaussian Scale Mixtures model in wavelet domain. ICIP (2010)
Yookyung Kim, Mariappan S. Nadar, Ali Bilgin
Exploiting Wavelet-Domain Dependencies in Compressed Sensing. DCC (2010)
Rahul Raguram, Michael W. Marcellin, Ali Bilgin
Improved Resolution Scalability for Bilevel Image Data in JPEG2000. IEEE Trans. Image Process. 18 (4) (2009)
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)
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) (2009)
Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar
Multi-dimensional Compression Using JPEG2000. DCC (2008)
Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar
Compression of Multidimensional Images Using JPEG2000. IEEE Signal Process. Lett. 15 (2008)
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)
Lingling Pu, Michael W. Marcellin, Ivan B. Djordjevic, Bane Vasic, Ali Bilgin
Joint source-channel rate allocation in parallel channels. VCIP (2007)
Lingling Pu, Michael W. Marcellin, Ivan B. Djordjevic, Bane V. Vasic, Ali Bilgin
Joint Source-Channel Rate Allocation in Parallel Channels. IEEE Trans. Image Process. 16 (8) (2007)
Rahul Raguram, Michael W. Marcellin, Ali Bilgin
Improved Resolution Scalability for Bi-Level Image Data in JPEG2000. DCC (2007)
Zhenyu Wu, Ali Bilgin, Michael W. Marcellin
Error Resilient Decoding of JPEG2000. IEEE Trans. Circuits Syst. Video Technol. 17 (12) (2007)
Lingling Pu, Zhenyu Wu, Ali Bilgin, Michael W. Marcellin, Bane V. Vasic
LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000. IEEE Trans. Image Process. 16 (2) (2007)
Lingling Pu, Michael W. Marcellin, Bane V. Vasic, Ali Bilgin
Unequal error protection and progressive decoding for JPEG2000. Signal Process. Image Commun. 22 (3) (2007)
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) (2006)
Ali Bilgin, Michael W. Marcellin
JPEG2000 for digital cinema. ISCAS (2006)
Lingling Pu, Michael W. Marcellin, Bane V. Vasic, Ali Bilgin
Unequal error protection and progressive decoding for JPEG2000. ICIP (3) (2005)
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) (2005)
Luigi Atzori, Ali Bilgin, Michael W. Marcellin
Error concealment for motion JPEG2000. ICIP (1) (2005)
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)
Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Mariappan S. Nadar
Compression of fMRI and ultrasound images using 4D SPIHT. ICIP (2) (2005)
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)
Ali Tabesh, Ali Bilgin, Karthik Krishnan, Michael W. Marcellin
JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information. DCC (2005)
Zhenyu Wu, Ali Bilgin, Michael W. Marcellin
Joint source/channel coding for multiple images. IEEE Trans. Commun. 53 (10) (2005)
Zhenyu Wu, Radhika Jandhyala, Ali Bilgin, Michael W. Marcellin
Joint Source/Channel Coding for Multiple Video Sequences with JPEG2000. DCC (2005)
Zhenyu Wu, Ali Bilgin, Lingling Pu, Michael W. Marcellin
Robust transmission of JPEG2000 codestreams over packet erasure channels. VCIP (2004)
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)
Ali Bilgin, Michael W. Marcellin, Maria I. Altbach
Wavelet Compression of ECG Signals by JPEG2000. Data Compression Conference (2004)
Zhenyu Wu, Ali Bilgin, Michael W. Marcellin
Joint source/channel coding for multiple images. GLOBECOM (2004)
Ali Bilgin, Michael W. Marcellin, Maria I. Altbach
Compression of electrocardiogram signals using JPEG2000. IEEE Trans. Consumer Electron. 49 (4) (2003)
Joseph C. Dagher, Ali Bilgin, Michael W. Marcellin
Resource-constrained rate control for Motion JPEG2000. IEEE Trans. Image Process. 12 (12) (2003)
Ali Bilgin, Zhenyu Wu, Michael W. Marcellin
Decompression Of Corrupt JPEG 2000 Codestreams. DCC (2003)
Zhenyu Wu, Ali Bilgin, Michael W. Marcellin
An Efficient Joint Source-Channel Rate Allocation Scheme For JPEG 2000 Codestreams. DCC (2003)
Joseph C. Dagher, Ali Bilgin, Michael W. Marcellin
Rate control for multisequence video streaming. VCIP (2002)
Ali Bilgin, Zhenyu Wu, Michael W. Marcellin
Packetization of JPEG2000 codestreams. VCIP (2002)
Ali Bilgin, Zhenyu Wu, Michael W. Marcellin
Unequal error protection for transmission of JPEG2000 codestreams over noisy channels. ICIP (1) (2002)
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) (2002)
Ali Bilgin, Michael W. Marcellin
On Parent-Child Coding Gain in Zero-Tree Based Coders. Data Compression Conference (2001)
Michael W. Marcellin, Ali Bilgin
Quantifying the parent-child coding gain in zero-tree-based coders. IEEE Signal Process. Lett. 8 (3) (2001)
Michael W. Marcellin, Ali Bilgin
JPEG2000: Highly Scalable Image Compression. ITCC (2001)
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) (2000)
Ali Bilgin, Philip J. Sementilli, Fang Sheng, Michael W. Marcellin
Scalable image coding using reversible integer wavelet transforms. IEEE Trans. Image Process. 9 (11) (2000)
Michael W. Marcellin, Michael J. Gormish, Ali Bilgin, Martin P. Boliek
An Overview of JPEG-2000. Data Compression Conference (2000)
Ali Bilgin, Philip J. Sementilli, Michael W. Marcellin
Progressive image coding using trellis coded quantization. IEEE Trans. Image Process. 8 (11) (1999)
Fang Sheng, Ali Bilgin, Philip J. Sementilli, Michael W. Marcellin
Lossy and Lossless Image Compression using Reversible Integer Wavelet Transforms. ICIP (3) (1998)
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) (1998)
Ali Bilgin, George Zweig, Michael W. Marcellin
Efficient Lossless Coding of Medical Image Volumes Using Reversible Integer Wavelet Transforms. Data Compression Conference (1998)
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)
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)
Ali Bilgin, Michael W. Marcellin, Hüseyin Abut
Variable size finite-state motion vector quantization. ICASSP (1996)
David G. Sheppard, Ali Bilgin, Bobby R. Hunt, Michael W. Marcellin, Mariappan S. Nadar
A vector quantizer for image restoration. ICIP (3) (1996)
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)