Ali Bilgin

Orcid: 0000-0003-4196-4036

Affiliations:
  • The University of Arizona


According to our database1, Ali Bilgin authored at least 86 papers between 1995 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

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Bibliography

2022
Convolutional Neural Network Based Frameworks for Fast Automatic Segmentation of Thalamic Nuclei from Native and Synthesized Contrast Structural MRI.
Neuroinformatics, 2022

Learning to segment with limited annotations: Self-supervised pretraining with regression and contrastive loss in MRI.
CoRR, 2022

2020
Visibility of quantization errors in reversible JPEG2000.
Signal Process. Image Commun., 2020

A Cascaded Residual UNET for Fully Automated Segmentation of Prostate and Peripheral Zone in T2-weighted 3D Fast Spin Echo Images.
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.
CoRR, 2020

A Contrast Synthesized Thalamic Nuclei Segmentation Scheme using Convolutional Neural Networks.
CoRR, 2020

A Comparison of Deep Learning Convolution Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images.
CoRR, 2020

Lossless Multi-component Image Compression Based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks.
Proceedings of the Data Compression Conference, 2020

2019
Pathological image compression for big data image analysis: Application to hotspot detection in breast cancer.
Artif. Intell. Medicine, 2019

Perception-Optimized Encoding for Visually Lossy Image Compression.
Proceedings of the Data Compression Conference, 2019

Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery.
Proceedings of the Data Compression Conference, 2019

2018
A Visual Discrimination Model for JPEG2000 Compression.
Proceedings of the 2018 Data Compression Conference, 2018

Task-Based JPEG 2000 Image Compression: An Information-Theoretic Approach.
Proceedings of the 2018 Data Compression Conference, 2018

Lossless Image Compression Using Reversible Integer Wavelet Transforms and Convolutional Neural Networks.
Proceedings of the 2018 Data Compression Conference, 2018

2017
The Current Role of Image Compression Standards in Medical Imaging.
Inf., 2017

Visibility Thresholds in Reversible JPEG2000 Compression.
Proceedings of the 2017 Data Compression Conference, 2017

2016
Compressive Sampling for Detection of Frequency-Hopping Spread Spectrum Signals.
IEEE Trans. Signal Process., 2016

Visually Lossless JPEG 2000 for Remote Image Browsing.
Inf., 2016

Task-based optimization of flip angle for texture analysis in MRI.
Proceedings of the Medical Imaging 2016: Image Perception, Observer Performance, and Technology Assessment, San Diego, California, United States, 27 February, 2016

2015
A Methodology for Visually Lossless JPEG2000 Compression of Monochrome Stereo Images.
IEEE Trans. Image Process., 2015

Super resolution reconstruction based on block matching and three-dimensional filtering with sharpening.
IET Image Process., 2015

Compression Based on a Joint Task-Specific Information Metric.
Proceedings of the 2015 Data Compression Conference, 2015

2014
Image compression based on task-specific information.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Lossless image compression using causal block matching and 3D collaborative filtering.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Compressive Detection of Multiple Frequency-Hopping Spread Spectrum Signals.
Proceedings of the Data Compression Conference, 2014

Randomized Iterative Hard Thresholding for Sparse Approximations.
Proceedings of the Data Compression Conference, 2014

2013
Visually Lossless Encoding for JPEG2000.
IEEE Trans. Image Process., 2013

Video compressed sensing using iterative self-similarity modeling and residual reconstruction.
J. Electronic Imaging, 2013

Visually Lossless Compression of Windowed Images.
Proceedings of the 2013 Data Compression Conference, 2013

Visually Lossless Compression of Stereo Images.
Proceedings of the 2013 Data Compression Conference, 2013

2012
Wavelet-Based Compressed Sensing Using a Gaussian Scale Mixture Model.
IEEE Trans. Image Process., 2012

A field map estimation strategy without the noise-bandwidth tradeoff.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

2011
FAST Rate Allocation Through Steepest Descent for JPEG2000 Video Transmission.
IEEE Trans. Image Process., 2011

Model-based compressive diffusion tensor imaging.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Visually lossless JPEG2000 at fractional resolutions.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Dynamic compressive magnetic resonance imaging using a Gaussian scale mixtures model.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Multi-resolution visually lossless image coding using JPEG2000.
Proceedings of the International Conference on Image Processing, 2010

Compressed sensing using a Gaussian Scale Mixtures model in wavelet domain.
Proceedings of the International Conference on Image Processing, 2010

Exploiting Wavelet-Domain Dependencies in Compressed Sensing.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010

2009
Improved Resolution Scalability for Bilevel Image Data in JPEG2000.
IEEE Trans. Image Process., 2009

View Compensated Compression of Volume Rendered Images for Remote Visualization.
IEEE Trans. Image Process., 2009

Hill climbing algorithm for the transmission of layered jpeg2000 video under multiple rate constraints.
Proceedings of the International Conference on Image Processing, 2009

2008
Compression of Multidimensional Images Using JPEG2000.
IEEE Signal Process. Lett., 2008

Lifting-Based View Compensated Compression of Volume Rendered Images for Efficient Remote Visualization.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

Multi-dimensional Compression Using JPEG2000.
Proceedings of the 2008 Data Compression Conference (DCC 2008), 2008

2007
LDPC-Based Iterative Joint Source-Channel Decoding for JPEG2000.
IEEE Trans. Image Process., 2007

Joint Source-Channel Rate Allocation in Parallel Channels.
IEEE Trans. Image Process., 2007

Error Resilient Decoding of JPEG2000.
IEEE Trans. Circuits Syst. Video Technol., 2007

Unequal error protection and progressive decoding for JPEG2000.
Signal Process. Image Commun., 2007

Improved Resolution Scalability for Bi-Level Image Data in JPEG2000.
Proceedings of the 2007 Data Compression Conference (DCC 2007), 2007

2006
Efficient transmission of compressed data for remote volume visualization.
IEEE Trans. Medical Imaging, 2006

JPEG2000 for digital cinema.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Compression of Earth Science Data with JPEG2000.
Proceedings of the Hyperspectral Data Compression, 2006

2005
Joint source/channel coding for image transmission with JPEG2000 over memoryless channels.
IEEE Trans. Image Process., 2005

Joint source/channel coding for multiple images.
IEEE Trans. Commun., 2005

Four-dimensional compression of fMRI using JPEG2000.
Proceedings of the Medical Imaging 2005: Image Processing, 2005

Compression of fMRI and ultrasound images using 4D SPIHT.
Proceedings of the 2005 International Conference on Image Processing, 2005

Error concealment for motion JPEG2000.
Proceedings of the 2005 International Conference on Image Processing, 2005

Reduced memory multi-layer multi-component rate allocation for JPEG2000.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

Joint Source/Channel Coding for Multiple Video Sequences with JPEG2000.
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

JPEG2000 and Motion JPEG2000 Content Analysis Using Codestream Length Information.
Proceedings of the 2005 Data Compression Conference (DCC 2005), 2005

2004
Robust transmission of JPEG2000 codestreams over packet erasure channels.
Proceedings of the Visual Communications and Image Processing 2004, 2004

Wavelet Compression of ECG Signals by JPEG2000.
Proceedings of the 2004 Data Compression Conference (DCC 2004), 2004

Improved compressibility of multislice CT datasets using 3D JPEG2000 compression.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004

2003
Resource-constrained rate control for Motion JPEG2000.
IEEE Trans. Image Process., 2003

Compression of electrocardiogram signals using JPEG2000.
IEEE Trans. Consumer Electron., 2003

An Efficient Joint Source-Channel Rate Allocation Scheme For JPEG 2000 Codestreams.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

Decompression Of Corrupt JPEG 2000 Codestreams.
Proceedings of the 2003 Data Compression Conference (DCC 2003), 2003

2002
An overview of quantization in JPEG 2000.
Signal Process. Image Commun., 2002

Rate control for multisequence video streaming.
Proceedings of the Visual Communications and Image Processing 2002, 2002

Packetization of JPEG2000 codestreams.
Proceedings of the Visual Communications and Image Processing 2002, 2002

Unequal error protection for transmission of JPEG2000 codestreams over noisy channels.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Quantifying the parent-child coding gain in zero-tree-based coders.
IEEE Signal Process. Lett., 2001

JPEG2000: Highly Scalable Image Compression.
Proceedings of the 2001 International Symposium on Information Technology (ITCC 2001), 2001

On Parent-Child Coding Gain in Zero-Tree Based Coders.
Proceedings of the Data Compression Conference, 2001

2000
Lapped nonlinear interpolative vector quantization and image super-resolution.
IEEE Trans. Image Process., 2000

Scalable image coding using reversible integer wavelet transforms.
IEEE Trans. Image Process., 2000

An Overview of JPEG-2000.
Proceedings of the Data Compression Conference, 2000

1999
Progressive image coding using trellis coded quantization.
IEEE Trans. Image Process., 1999

1998
A vector quantizer for image restoration.
IEEE Trans. Image Process., 1998

Lossy and Lossless Image Compression using Reversible Integer Wavelet Transforms.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Joint compression and restoration of images using wavelets and non-linear interpolative vector quantization.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Efficient Lossless Coding of Medical Image Volumes Using Reversible Integer Wavelet Transforms.
Proceedings of the Data Compression Conference, 1998

1997
Progressive Transmission in Trellis Coded Quanitization-Based Image Coders.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996
Variable size finite-state motion vector quantization.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
A case study in IVHS implementation: an image processing application for I-15 HOV lanes.
Proceedings of the 1995 International Conference on Acoustics, 1995


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