Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Deep Autofocus for Synthetic Aperture Sonar

Oct 29, 2020
Isaac Gerg, Vishal Monga

* Submitted for review 

  Access Paper or Ask Questions

Structural Prior Driven Regularized Deep Learning for Sonar Image Classification

Oct 26, 2020
Isaac D. Gerg, Vishal Monga

* To appear in TGRS, 2021 

  Access Paper or Ask Questions

NTIRE 2020 Challenge on NonHomogeneous Dehazing

May 07, 2020
Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal

* CVPR Workshops Proceedings 2020 

  Access Paper or Ask Questions

Group Based Deep Shared Feature Learning for Fine-grained Image Classification

Apr 04, 2020
Xuelu Li, Vishal Monga


  Access Paper or Ask Questions

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing

Dec 22, 2019
Vishal Monga, Yuelong Li, Yonina C. Eldar


  Access Paper or Ask Questions

Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors

Sep 10, 2019
Venkateswararao Cherukuri, Tiantong Guo, Steve. J. Schiff, Vishal Monga

* Accepted to IEEE transactions on Image Processing 

  Access Paper or Ask Questions

Adaptive Transform Domain Image Super-resolution Via Orthogonally Regularized Deep Networks

Apr 22, 2019
Tiantong Guo, Hojjat S. Mousavi, Vishal Monga


  Access Paper or Ask Questions

Robust Alignment for Panoramic Stitching via an Exact Rank Constraint

Apr 01, 2019
Yuelong Li, Mohammad Tofighi, Vishal Monga

* Accepted for publication in IEEE Transactions on Image Processing 

  Access Paper or Ask Questions

An Algorithm Unrolling Approach to Deep Blind Image Deblurring

Mar 11, 2019
Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar

* Submitted to IEEE Transactions on Image Processing 

  Access Paper or Ask Questions

An Algorithm Unrolling Approach to Deep Image Deblurring

Feb 15, 2019
Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar

* IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 

  Access Paper or Ask Questions

Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection

Jan 21, 2019
Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga

* IEEE Transactions on Medical Imaging, January 2019 
* Accepted for Publication 

  Access Paper or Ask Questions

Deep MR Image Super-Resolution Using Structural Priors

Sep 10, 2018
Venkateswararao Cherukuri, Tiantong Guo, Steven J. Schiff, Vishal Monga

* Accepted to IEEE ICIP 2018 

  Access Paper or Ask Questions

Deep Networks with Shape Priors for Nucleus Detection

Jun 29, 2018
Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga

* Accepted paper to 2018 IEEE International Conference on Image Processing (ICIP 2018) 

  Access Paper or Ask Questions

Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery

Feb 22, 2018
Tiep Vu, Lam Nguyen, Tiantong Guo, Vishal Monga


  Access Paper or Ask Questions

Deep Image Super Resolution via Natural Image Priors

Feb 08, 2018
Hojjat S. Mousavi, Tiantong Guo, Vishal Monga


  Access Paper or Ask Questions

Orthogonally Regularized Deep Networks For Image Super-resolution

Feb 06, 2018
Tiantong Guo, Hojjat S. Mousavi, Vishal Monga


  Access Paper or Ask Questions

Bridging the Gap: Simultaneous Fine Tuning for Data Re-Balancing

Jan 08, 2018
John McKay, Isaac Gerg, Vishal Monga

* Submitted to IGARSS 2018, 4 Pages, 8 Figures 

  Access Paper or Ask Questions

Blind Image Deblurring Using Row-Column Sparse Representations

Dec 05, 2017
Mohammad Tofighi, Yuelong Li, Vishal Monga

* Accepted to IEEE Signal Processing Letters, December 2017 

  Access Paper or Ask Questions

Fast Low-rank Shared Dictionary Learning for Image Classification

Jul 16, 2017
Tiep Vu, Vishal Monga

* Accepted version 

  Access Paper or Ask Questions

Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging

Jul 07, 2017
John McKay, Raghu G. Raj, Vishal Monga

* 5 Pages, 4 Figures, Conference (Accepted to Asilomar 2017) 

  Access Paper or Ask Questions

What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR

Jun 29, 2017
John McKay, Isaac Gerg, Vishal Monga, Raghu Raj

* Accepted to OCEANS 2017 - Anchorage (Conference) 

  Access Paper or Ask Questions

Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification

Jun 26, 2017
John McKay, Vishal Monga, Raghu G. Raj

* 14 Pages, 16 Figures, Accepted TGARS 

  Access Paper or Ask Questions

Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging

Jun 26, 2017
John McKay, Anne Gelb, Vishal Monga, Raghu Raj

* Accepted to OCEANS 2017 - Anchorage (Conference) 

  Access Paper or Ask Questions

A Maximum A Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis

Dec 08, 2016
Yuelong Li, Chul Lee, Vishal Monga


  Access Paper or Ask Questions

Sparsity-based Color Image Super Resolution via Exploiting Cross Channel Constraints

Oct 04, 2016
Hojjat S. Mousavi, Vishal Monga


  Access Paper or Ask Questions

Adaptive matching pursuit for sparse signal recovery

Sep 12, 2016
Tiep H. Vu, Hojjat S. Mousavi, Vishal Monga

* ICASSP 

  Access Paper or Ask Questions

Learning a low-rank shared dictionary for object classification

May 18, 2016
Tiep H. Vu, Vishal Monga

* 4 page + 1 reference page 

  Access Paper or Ask Questions

Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning

Mar 29, 2016
Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Arvind UK Rao, Ganesh Rao

* Accepted version to Transaction on Medical Imaging, 13 pages 

  Access Paper or Ask Questions

Localized Dictionary design for Geometrically Robust Sonar ATR

Jan 13, 2016
John McKay, Vishal Monga, Raghu Raj

* Submitted to IGARSS 2016 

  Access Paper or Ask Questions