Synthesis of a nonrecurrent associative memory model based on a nonlinear transformation in the spectral domain. - Bobby R. Hunt; Mariappan S. Nadar; Paul Keller; Eric VonColln; Anupam Goyal (IEEE Trans. Neural Networks, 1993)

A Unified Space Decomposition Formulation of Iterative Methods in Image Deconvolution. - Mariappan S. Nadar; Bobby R. Hunt; Philip J. Sementilli (ICIP (1), 1994)

Multiframe Poisson map deconvolution of astronomical images. - Bobby R. Hunt; David G. Sheppard; Mariappan S. Nadar (ICIP (3), 1996)

3D Reconstruction from Projection Matrices in a C-Arm Based 3D-Angiography System. - Nassir Navab; Ali R. Bani-Hashemi; Mariappan S. Nadar; Karl Wiesent; Peter Durlak; Thomas Brunner; Karl Barth; Rainer Graumann (MICCAI, 1998)

Interventional 3D-angiography: calibration, reconstruction and visualization system. - Ali R. Bani-Hashemi; Nassir Navab; Mariappan S. Nadar; Bernhard Geiger; R. Ramaraj; Karl Wiesent; Thomas Brunner (WACV, 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)

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)

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)

The effects of 3D region-based compression on the performance of an automatic lung nodule detection system. - Benjamin L. Odry; Karthik Krishnan; Mariappan S. Nadar; David P. Naidich; Carol L. Novak; Michael W. Marcellin (Image Processing, 2005)

Segmentation of anatomical structure from DT-MRI. - Alberto Bartesaghi; Mariappan S. Nadar (ISBI, 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)

Fast Texture-Based Tensor Field Visualization for Dt-MRI. - Tim McGraw; Mariappan S. Nadar (ISBI, 2007)

Stochastic DT-MRI Connectivity Mapping on the GPU. - Tim McGraw; Mariappan S. Nadar (IEEE Trans. Vis. Comput. Graph., 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)

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)

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)

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

Unified reconstruction and motion estimation in cardiac perfusion MRI. - Sajan Goud Lingala; Mariappan S. Nadar; Christophe Chefd'Hotel; Li Zhang 024; Mathews Jacob (ISBI, 2011)

Simultaneous ODF estimation and tractography in HARDI. - Hasan Ertan Çetingül; Mariappan S. Nadar; Paul M. Thompson; Guillermo Sapiro; Christophe Lenglet (EMBC, 2012)

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

Tight frame learning for cardiovascular MRI. - Qiu Wang; Jun Liu 003; Nirmal Janardhanan; Michael O. Zenge; Edgar Mueller; Mariappan S. Nadar (ISBI, 2013)

Importance Sampling Spherical Harmonics to Improve Probabilistic Tractography. - Hasan Ertan Çetingül; Laura Dumont; Mariappan S. Nadar; Paul M. Thompson; Guillermo Sapiro; Christophe Lenglet (PRNI, 2013)

Creating Group-Level Functionally-Defined Atlases for Diagnostic Classification. - Francisco Pereira 001; Jennifer M. Walz; Hasan Ertan Çetingül; Sandra Sudarsky; Mariappan S. Nadar; Ruchika Prakash (PRNI, 2013)

Learning a multiscale patch-based representation for image denoising in X-RAY fluoroscopy. - Yevgen Matviychuk; Boris Mailhé; Xiao Chen 013; Qiu Wang; Atilla P. Kiraly; Norbert Strobel; Mariappan S. Nadar (ICIP, 2016)

Learning Global and Cluster-Specific Classifiers for Robust Brain Extraction in MR Data. - Yuan Liu 019; Hasan Ertan Çetingül; Benjamin Odry; Mariappan S. Nadar (MLMI@MICCAI, 2016)

Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder. - Katrin Mentl; Boris Mailhé; Florin C. Ghesu; Frank Schebesch; Tino Haderlein; Andreas K. Maier; Mariappan S. Nadar (MLSP, 2017)

Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images. - Mayalen Etcheverry; Bogdan Georgescu; Benjamin Odry; Thomas J. Re; Shivam Kaushik; Bernhard Geiger; Mariappan S. Nadar; Sasa Grbic; Dorin Comaniciu (DLMIA/ML-CDS@MICCAI, 2018)

End-to-end Segmentation with Recurrent Attention Neural Network. - Qiaoying Huang; Xiao Chen 013; Mariappan S. Nadar (CoRR, 2018)

Brain Segmentation from k-Space with End-to-End Recurrent Attention Network. - Qiaoying Huang; Xiao Chen 013; Dimitris N. Metaxas; Mariappan S. Nadar (MICCAI (3), 2019)

An Industry and Government Perspective on Challenges and Open Problems in Signal Processing [SP Forum]. - Thomas A. Baran; Gene Frantz; Fernando A. Mujica; Mariappan S. Nadar; Brian M. Sadler; Yonina C. Eldar; Martin Haardt; Peter Willett 001 (IEEE Signal Process. Mag., 2019)

Braided Networks for Scan-Aware MRI Brain Tissue Segmentation. - Mahmoud Mostapha; Boris Mailhé; Xiao Chen 013; Pascal Ceccaldi; Youngjin Yoo; Mariappan S. Nadar (ISBI, 2020)

Investigating the Feasibility of Patch-Based Inference for Generalized Diffusion Priors in Inverse Problems for Medical Images. - Saikat Roy; Mahmoud Mostapha; Radu Miron 003; Matt Holbrook; Mariappan S. Nadar (ISBI, 2025)

Benchmarking 3D Multi-Coil NC-PDNet MRI Reconstruction. - Asma Tanabene; Chaithya G. R.; Aurélien Massire; Mariappan S. Nadar; Philippe Ciuciu (ISBI, 2025)