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2020 – today
- 2020
[j47]Khaled Alhujaili
, Vishal Monga, Muralidhar Rangaswamy:
Quartic Gradient Descent for Tractable Radar Slow-Time Ambiguity Function Shaping. IEEE Trans. Aerosp. Electron. Syst. 56(2): 1474-1489 (2020)- [j46]Xuelu Li, Vishal Monga, Arvind U. K. Rao:
Analysis-Synthesis Learning With Shared Features: Algorithms for Histology Image Classification. IEEE Trans. Biomed. Engineering 67(4): 1061-1073 (2020) - [j45]Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar:
Efficient and Interpretable Deep Blind Image Deblurring Via Algorithm Unrolling. IEEE Trans. Computational Imaging 6: 666-681 (2020) - [j44]Venkateswararao Cherukuri, Tiantong Guo, Steven J. Schiff, Vishal Monga:
Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. IEEE Trans. Image Process. 29: 1368-1383 (2020) - [j43]Venkateswararao Cherukuri, Vijay Kumar B. G, Raja Bala, Vishal Monga:
Deep Retinal Image Segmentation With Regularization Under Geometric Priors. IEEE Trans. Image Process. 29: 2552-2567 (2020) - [j42]Xianxiang Yu, Khaled Alhujaili, Guolong Cui, Vishal Monga:
MIMO Radar Waveform Design in the Presence of Multiple Targets and Practical Constraints. IEEE Trans. Signal Process. 68: 1974-1989 (2020) - [i37]Xuelu Li, Vishal Monga:
Group Based Deep Shared Feature Learning for Fine-grained Image Classification. CoRR abs/2004.01817 (2020) - [i36]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 Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal:
NTIRE 2020 Challenge on NonHomogeneous Dehazing. CoRR abs/2005.03457 (2020)
2010 – 2019
- 2019
- [j41]Bosung Kang, Omar Aldayel, Vishal Monga, Muralidhar Rangaswamy:
Spatio-Spectral Radar Beampattern Design for Coexistence With Wireless Communication Systems. IEEE Trans. Aerosp. Electron. Syst. 55(2): 644-657 (2019) - [j40]Tiep Huu Vu, Lam H. Nguyen, Vishal Monga:
Classifying Multichannel UWB SAR Imagery via Tensor Sparsity Learning Techniques. IEEE Trans. Aerosp. Electron. Syst. 55(4): 1712-1724 (2019) - [j39]Tiantong Guo, Hojjat Seyed Mousavi, Vishal Monga:
Adaptive Transform Domain Image Super-Resolution via Orthogonally Regularized Deep Networks. IEEE Trans. Image Process. 28(9): 4685-4700 (2019) - [j38]Yuelong Li, Mohammad Tofighi, Vishal Monga:
Robust Alignment for Panoramic Stitching Via an Exact Rank Constraint. IEEE Trans. Image Process. 28(10): 4730-4745 (2019) - [j37]Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga:
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection. IEEE Trans. Medical Imaging 38(9): 2047-2058 (2019) - [j36]Khaled Alhujaili, Vishal Monga, Muralidhar Rangaswamy:
Transmit MIMO Radar Beampattern Design via Optimization on the Complex Circle Manifold. IEEE Trans. Signal Process. 67(13): 3561-3575 (2019) - [c78]Xuelu Li, Vishal Monga:
Group Based Deep Shared Feature Learning for Fine-grained Image Classification. BMVC 2019: 143 - [c77]Seungjun Nah, Radu Timofte, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Xintao Wang, Kelvin C. K. Chan, Ke Yu, Chao Dong, Chen Change Loy, Yuchen Fan, Jiahui Yu, Ding Liu, Thomas S. Huang, Hyeonjun Sim, Munchurl Kim, Dongwon Park, Jisoo Kim, Se Young Chun, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Rahul Kumar Gupta, Vishal M. Chudasama, Heena Patel, Kishor P. Upla, Hongfei Fan, Guo Li, Yumei Zhang, Xiang Li, Wenjie Zhang, Qingwen He, Kuldeep Purohit, A. N. Rajagopalan, Jeonghun Kim, Mohammad Tofighi, Tiantong Guo, Vishal Monga:
NTIRE 2019 Challenge on Video Deblurring: Methods and Results. CVPR Workshops 2019: 1974-1984 - [c76]Tiantong Guo, Xuelu Li, Venkateswararao Cherukuri, Vishal Monga:
Dense Scene Information Estimation Network for Dehazing. CVPR Workshops 2019: 2122-2130 - [c75]Tiantong Guo, Venkateswararao Cherukuri, Vishal Monga:
Dense '123' Color Enhancement Dehazing Network. CVPR Workshops 2019: 2131-2139 - [c74]Codruta O. Ancuti, Cosmin Ancuti, Radu Timofte, Luc Van Gool, Lei Zhang, Ming-Hsuan Yang, Tiantong Guo, Xuelu Li, Venkateswararao Cherukuri, Vishal Monga, Hao Jiang, Siyuan Yang, Yan Liu, Xiaochao Qu, Pengfei Wan, Dongwon Park, Se Young Chun, Ming Hong, Jinying Huang, Yizi Chen, Shuxin Chen, Bomin Wang, Pablo Navarrete Michelini, Hanwen Liu, Dan Zhu, Jing Liu, Sanchayan Santra, Ranjan Mondal, Bhabatosh Chanda, Peter Morales, Tzofi Klinghoffer, Le Manh Quan, Yong-Guk Kim, Xiao Liang, Runde Li, Jinshan Pan, Jinhui Tang, Kuldeep Purohit, Maitreya Suin, A. N. Rajagopalan, Raimondo Schettini, Simone Bianco, Flavio Piccoli, Claudio Cusano, Luigi Celona, Sunhee Hwang, Yu Seung Ma, Hyeran Byun, Subrahmanyam Murala, Akshay Dudhane, Harshjeet Singh Aulakh, Tianxiang Zheng, Tao Zhang, Weining Qin, Runnan Zhou, Shanhu Wang, Jean-Philippe Tarel, Chuansheng Wang, Jiawei Wu:
NTIRE 2019 Image Dehazing Challenge Report. CVPR Workshops 2019: 2241-2253 - [c73]Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar:
An Algorithm Unrolling Approach to Deep Image Deblurring. ICASSP 2019: 7675-7679 - [c72]Venkateswararao Cherukuri, Vijay Kumar B. G, Raja Bala, Vishal Monga:
Multi-Scale Regularized Deep Network for Retinal Vessel Segmentation. ICIP 2019: 824-828 - [i35]Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga:
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection. CoRR abs/1901.07061 (2019) - [i34]Yuelong Li, Mohammad Tofighi, Junyi Geng, Vishal Monga, Yonina C. Eldar:
An Algorithm Unrolling Approach to Deep Blind Image Deblurring. CoRR abs/1902.03493 (2019) - [i33]Yuelong Li, Mohammad Tofighi, Vishal Monga, Yonina C. Eldar:
An Algorithm Unrolling Approach to Deep Image Deblurring. CoRR abs/1902.05399 (2019) - [i32]Yuelong Li, Mohammad Tofighi, Vishal Monga:
Robust Alignment for Panoramic Stitching via an Exact Rank Constraint. CoRR abs/1904.04158 (2019) - [i31]Tiantong Guo, Hojjat Seyed Mousavi, Vishal Monga:
Adaptive Transform Domain Image Super-resolution Via Orthogonally Regularized Deep Networks. CoRR abs/1904.10082 (2019) - [i30]Venkateswararao Cherukuri, Tiantong Guo, Steven J. Schiff, Vishal Monga:
Deep MR Brain Image Super-Resolution Using Spatio-Structural Priors. CoRR abs/1909.04572 (2019) - [i29]John McKay, Anne Gelb, Suren Jayasuriya, Vishal Monga:
Thresholded Non-Uniform Fourier Frame-Based Reconstruction for Stripmap SAR. CoRR abs/1910.10908 (2019) - [i28]Vishal Monga, Yuelong Li, Yonina C. Eldar:
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing. CoRR abs/1912.10557 (2019) - 2018
- [j35]Mohammad Tofighi, Yuelong Li, Vishal Monga:
Blind Image Deblurring Using Row-Column Sparse Representations. IEEE Signal Process. Lett. 25(2): 273-277 (2018) - [j34]Venkateswararao Cherukuri, Peter Ssenyonga, Benjamin C. Warf, Abhaya V. Kulkarni, Vishal Monga, Steven J. Schiff:
Learning Based Segmentation of CT Brain Images: Application to Postoperative Hydrocephalic Scans. IEEE Trans. Biomed. Engineering 65(8): 1871-1884 (2018) - [c71]Khaled Alhujaili, Vishal Monga, Muralidhar Rangaswamy:
MIMO Radar Beampattern Design Under Joint Constant Modulus and Orthogonality Constraints. ACSSC 2018: 1899-1904 - [c70]Tiantong Guo, Hojjat Seyed Mousavi, Vishal Monga:
Orthogonally Regularized Deep Networks for Image Super-Resolution. ICASSP 2018: 1463-1467 - [c69]Hojjat Seyed Mousavi, Tiantong Guo, Vishal Monga:
Deep Image Super Resolution via Natural Image Priors. ICASSP 2018: 1483-1487 - [c68]Venkateswararao Cherukuri, Tiantong Guo, Steven J. Schiff, Vishal Monga:
Deep Mr Image Super-Resolution Using Structural Priors. ICIP 2018: 410-414 - [c67]Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga:
Deep Networks with Shape Priors for Nucleus Detection. ICIP 2018: 719-723 - [c66]Xuelu Li, Vishal Monga:
Collaborative Sparse Priors for Infrared Image Multi-View ATR. IGARSS 2018: 5736-5739 - [c65]John McKay, Isaac Gerg, Vishal Monga:
Bridging The GAP: Simultaneous Fine Tuning for Data Re-Balancing. IGARSS 2018: 7062-7065 - [c64]Xuelu Li, Vishal Monga, Arvind U. K. Rao:
Analysis-synthesis model learning with shared features: A new framework for histopathological image classification. ISBI 2018: 203-206 - [i27]John McKay, Isaac Gerg, Vishal Monga:
Bridging the Gap: Simultaneous Fine Tuning for Data Re-Balancing. CoRR abs/1801.02548 (2018) - [i26]Tiep Huu Vu, Lam Nguyen, Tiantong Guo, Vishal Monga:
Deep Network for Simultaneous Decomposition and Classification in UWB-SAR Imagery. CoRR abs/1801.05458 (2018) - [i25]Tiantong Guo, Hojjat Seyed Mousavi, Vishal Monga:
Orthogonally Regularized Deep Networks For Image Super-resolution. CoRR abs/1802.02018 (2018) - [i24]Hojjat Seyed Mousavi, Tiantong Guo, Vishal Monga:
Deep Image Super Resolution via Natural Image Priors. CoRR abs/1802.02721 (2018) - [i23]Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga:
Deep Networks with Shape Priors for Nucleus Detection. CoRR abs/1807.03135 (2018) - [i22]Venkateswararao Cherukuri, Tiantong Guo, Steven J. Schiff, Vishal Monga:
Deep MR Image Super-Resolution Using Structural Priors. CoRR abs/1809.03140 (2018) - [i21]Tiep Huu Vu, Lam Nguyen, Vishal Monga:
Classifying Multi-channel UWB SAR Imagery via Tensor Sparsity Learning Techniques. CoRR abs/1810.02812 (2018) - 2017
- [j33]John McKay, Vishal Monga, Raghu G. Raj:
Robust Sonar ATR Through Bayesian Pose-Corrected Sparse Classification. IEEE Trans. Geosci. Remote. Sens. 55(10): 5563-5576 (2017) - [j32]Yuelong Li, Chul Lee, Vishal Monga:
A Maximum a Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis. IEEE Trans. Image Process. 26(3): 1143-1157 (2017) - [j31]Hojjat Seyed Mousavi, Vishal Monga:
Sparsity-Based Color Image Super Resolution via Exploiting Cross Channel Constraints. IEEE Trans. Image Process. 26(11): 5094-5106 (2017) - [j30]Tiep Huu Vu, Vishal Monga:
Fast Low-Rank Shared Dictionary Learning for Image Classification. IEEE Trans. Image Process. 26(11): 5160-5175 (2017) - [j29]Omar Aldayel, Vishal Monga, Muralidhar Rangaswamy:
Tractable Transmit MIMO Beampattern Design Under a Constant Modulus Constraint. IEEE Trans. Signal Process. 65(10): 2588-2599 (2017) - [c63]John McKay, Raghu G. Raj, Vishal Monga:
Fast stochastic hierarchical Bayesian map for tomographic imaging. ACSSC 2017: 223-227 - [c62]Omar Aldayel, Tiantong Guo, Vishal Monga, Muralidhar Rangaswamy:
Adaptive sequential refinement: A tractable approach for ambiguity function shaping in cognitive radar. ACSSC 2017: 573-577 - [c61]Vishal Monga:
Sparsity constrained estimation via spike and slab priors. CISS 2017: 1 - [c60]Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga:
Deep Wavelet Prediction for Image Super-Resolution. CVPR Workshops 2017: 1100-1109 - [c59]Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jae Jun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristóvão Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo:
NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. CVPR Workshops 2017: 1110-1121 - [c58]Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga:
Adaptive matching pursuit for sparse signal recovery. ICASSP 2017: 4331-4335 - [c57]Venkateswararao Cherukuri, Peter Ssenyonga, Benjamin C. Warf, Abhaya V. Kulkarni, Vishal Monga, Steven J. Schiff:
Learning based image segmentation of post-operative CT-images: A hydrocephalus case study. NER 2017: 13-16 - [p2]Vishal Monga:
Introduction. Handbook of Convex Optimization Methods in Imaging Science 2017: 1-13 - [p1]Vishal Monga, Hojjat Seyed Mousavi, Umamahesh Srinivas:
Sparsity Constrained Estimation in Image Processing and Computer Vision. Handbook of Convex Optimization Methods in Imaging Science 2017: 177-206 - [e1]Vishal Monga:
Handbook of Convex Optimization Methods in Imaging Science. Springer 2017, ISBN 978-3-319-61608-7 [contents] - [i20]John McKay, Anne Gelb, Vishal Monga, Raghu G. Raj:
Using Frame Theoretic Convolutional Gridding for Robust Synthetic Aperture Sonar Imaging. CoRR abs/1706.08575 (2017) - [i19]John McKay, Vishal Monga, Raghu G. Raj:
Robust Sonar ATR Through Bayesian Pose Corrected Sparse Classification. CoRR abs/1706.08590 (2017) - [i18]John McKay, Isaac Gerg, Vishal Monga, Raghu G. Raj:
What's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR. CoRR abs/1706.09858 (2017) - [i17]John McKay, Raghu G. Raj, Vishal Monga:
Fast Stochastic Hierarchical Bayesian MAP for Tomographic Imaging. CoRR abs/1707.02336 (2017) - [i16]Mohammad Tofighi, Yuelong Li, Vishal Monga:
Blind Image Deblurring Using Row-Column Sparse Representations. CoRR abs/1712.01937 (2017) - 2016
- [j28]Bosung Kang, Vishal Monga, Muralidhar Rangaswamy, Yuri I. Abramovich:
Expected likelihood approach for determining constraints in covariance estimation. IEEE Trans. Aerosp. Electron. Syst. 52(5): 2139-2156 (2016) - [j27]Chul Lee, Vishal Monga:
Power-Constrained RGB-to-RGBW Conversion for Emissive Displays: Optimization-Based Approaches. IEEE Trans. Circuits Syst. Video Techn. 26(10): 1821-1834 (2016) - [j26]Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Ganesh Rao, Arvind U. K. Rao:
Histopathological Image Classification Using Discriminative Feature-Oriented Dictionary Learning. IEEE Trans. Medical Imaging 35(3): 738-751 (2016) - [j25]Omar Aldayel, Vishal Monga, Muralidhar Rangaswamy:
Successive QCQP Refinement for MIMO Radar Waveform Design Under Practical Constraints. IEEE Trans. Signal Process. 64(14): 3760-3774 (2016) - [c56]Tiantong Guo, Hojjat Seyed Mousavi, Vishal Monga:
Deep learning based image super-resolution with coupled backpropagation. GlobalSIP 2016: 237-241 - [c55]Hojjat Seyed Mousavi, Vishal Monga:
Sparsity based super resolution using color channel constraints. ICIP 2016: 579-583 - [c54]Yuelong Li, Vishal Monga:
SIASM: Sparsity-based image alignment and stitching method for robust image mosaicking. ICIP 2016: 1828-1832 - [c53]Tiep Huu Vu, Vishal Monga:
Learning a low-rank shared dictionary for object classification. ICIP 2016: 4428-4432 - [c52]John McKay, Vishal Monga, Raghu G. Raj:
Localized dictionary design for geometrically robust sonar ATR. IGARSS 2016: 991-994 - [i15]John McKay, Raghu G. Raj, Vishal Monga, Jason T. Isaacs:
Discriminative Sparsity for Sonar ATR. CoRR abs/1601.00119 (2016) - [i14]John McKay, Vishal Monga, Raghu G. Raj:
Localized Dictionary design for Geometrically Robust Sonar ATR. CoRR abs/1601.03323 (2016) - [i13]Tiep Huu Vu, Vishal Monga:
Learning a low-rank shared dictionary for object classification. CoRR abs/1602.00310 (2016) - [i12]Hojjat Seyed Mousavi, Vishal Monga:
Sparsity-based Color Image Super Resolution via Exploiting Cross Channel Constraints. CoRR abs/1610.01066 (2016) - [i11]Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga:
Adaptive matching pursuit for sparse signal recovery. CoRR abs/1610.08495 (2016) - [i10]Tiep Huu Vu, Vishal Monga:
Fast Low-rank Shared Dictionary Learning for Image Classification. CoRR abs/1610.08606 (2016) - [i9]Yuelong Li, Chul Lee, Vishal Monga:
A Maximum A Posteriori Estimation Framework for Robust High Dynamic Range Video Synthesis. CoRR abs/1612.02761 (2016) - 2015
- [j24]Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran:
Iterative Convex Refinement for Sparse Recovery. IEEE Signal Process. Lett. 22(11): 1903-1907 (2015) - [j23]Bosung Kang, Vishal Monga, Muralidhar Rangaswamy:
Computationally efficient toeplitz approximation of structured covariance under a rank constraint. IEEE Trans. Aerosp. Electron. Syst. 51(1): 775-785 (2015) - [j22]Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga:
Graph-Based Sensor Fusion for Classification of Transient Acoustic Signals. IEEE Trans. Cybern. 45(3): 576-587 (2015) - [j21]Mu Li, Vishal Monga:
Twofold Video Hashing With Automatic Synchronization. IEEE Trans. Information Forensics and Security 10(8): 1727-1738 (2015) - [j20]Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran:
Structured Sparse Priors for Image Classification. IEEE Trans. Image Process. 24(6): 1763-1776 (2015) - [c51]Omar Aldayel, Vishal Monga, Muralidhar Rangaswamy:
SQR: Successive QCQP refinement for MIMO radar waveform design under practical constraints. ACSSC 2015: 85-89 - [c50]Yuelong Li, Chul Lee, Vishal Monga:
A map estimation framework for HDR video synthesis. ICIP 2015: 2219-2223 - [c49]Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Arvind U. K. Rao, Ganesh Rao:
DFDL: Discriminative feature-oriented dictionary learning for histopathological image classification. ISBI 2015: 990-994 - [i8]Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran:
Multi-task Image Classification via Collaborative, Hierarchical Spike-and-Slab Priors. CoRR abs/1501.07867 (2015) - [i7]Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Arvind U. K. Rao, Ganesh Rao:
DFDL: Discriminative Feature-oriented Dictionary Learning for Histopathological Image Classification. CoRR abs/1502.01032 (2015) - [i6]Hojjat Seyed Mousavi, Vishal Monga, Trac D. Tran:
ICR: Iterative Convex Refinement for Sparse Signal Recovery Using Spike and Slab Priors. CoRR abs/1502.04726 (2015) - [i5]Tiep Huu Vu, Hojjat Seyed Mousavi, Vishal Monga, Arvind U. K. Rao, Ganesh Rao:
Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning. CoRR abs/1506.05032 (2015) - 2014
- [j19]Chul Lee, Yuelong Li, Vishal Monga:
Ghost-Free High Dynamic Range Imaging via Rank Minimization. IEEE Signal Process. Lett. 21(9): 1045-1049 (2014) - [j18]Bosung Kang, Vishal Monga, Muralidhar Rangaswamy:
Rank-Constrained Maximum Likelihood Estimation of Structured Covariance Matrices. IEEE Trans. Aerosp. Electron. Syst. 50(1): 501-515 (2014) - [j17]Umamahesh Srinivas, Vishal Monga, Raghu G. Raj:
SAR Automatic Target Recognition Using Discriminative Graphical Models. IEEE Trans. Aerosp. Electron. Syst. 50(1): 591-606 (2014) - [j16]Xuan Mo, Vishal Monga, Raja Bala, Zhigang Fan:
Adaptive Sparse Representations for Video Anomaly Detection. IEEE Trans. Circuits Syst. Video Techn. 24(4): 631-645 (2014) - [j15]Umamahesh Srinivas, Hojjat Seyed Mousavi, Vishal Monga, Arthur Hattel, Bhushan Jayarao:
Simultaneous Sparsity Model for Histopathological Image Representation and Classification. IEEE Trans. Medical Imaging 33(5): 1163-1179 (2014) - [c48]Chul Lee, Vishal Monga:
Power-constrained RGB-to-RGBW conversion for emissive displays. ICASSP 2014: 1205-1209 - [c47]Xuan Mo, Vishal Monga, Raja Bala, Zhigang Fan, Aaron Burry:
Low rank sparsity prior for robust video anomaly detection. ICASSP 2014: 1285-1289 - [c46]Yuanming Suo, Minh Dao, Trac D. Tran, Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga:
Group structured dirty dictionary learning for classification. ICIP 2014: 150-154 - [c45]Xuan Mo, Vishal Monga, Raja Bala:
Simultaneous sparsity model for multi-perspective video anomaly detection. ICIP 2014: 2314-2318 - [c44]Hojjat Seyed Mousavi, Umamahesh Srinivas, Vishal Monga, Yuanming Suo, Minh Dao, Trac D. Tran:
Multi-task image classification via collaborative, hierarchical spike-and-slab priors. ICIP 2014: 4236-4240 - [c43]Mu Li, Vishal Monga:
Twofold video hashing with automatic synchronization. ICIP 2014: 5362-5366 - [i4]Mu Li, Vishal Monga:
Twofold Video Hashing with Automatic Synchronization. CoRR abs/1402.5422 (2014) - [i3]Yuanming Suo, Minh Dao, Umamahesh Srinivas, Vishal Monga, Trac D. Tran:
Structured Dictionary Learning for Classification. CoRR abs/1406.1943 (2014) - 2013
- [j14]Umamahesh Srinivas, Yi Chen, Vishal Monga, Nasser M. Nasrabadi, Trac D. Tran:
Exploiting Sparsity in Hyperspectral Image Classification via Graphical Models. IEEE Geosci. Remote. Sens. Lett. 10(3): 505-509 (2013) - [j13]Pramod K. Vemulapalli, Vishal Monga, Sean N. Brennan:
Robust Extrema Features for Time-Series Data Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 35(6): 1464-1479 (2013) - [j12]Mu Li, Vishal Monga:
Compact Video Fingerprinting via Structural Graphical Models. IEEE Trans. Information Forensics and Security 8(11): 1709-1721 (2013) - [c42]Bosung Kang, Vishal Monga, Muralidhar Rangaswamy:
Efficient approximation of structured covariance under joint Toeplitz and rank constraints. ACSSC 2013: 692-696 - [c41]Vishal Monga, Trac D. Tran:
Discriminative sparse representations with applications. ACC 2013: 2280-2282 - [c40]Bosung Kang, Vishal Monga, Muralidhar Rangaswamy:
Constrained ML estimation of structured covariance matrices with applications in radar STAP. CAMSAP 2013: 101-104 - [c39]Umamahesh Srinivas, Nasser M. Nasrabadi, Vishal Monga:
Graph-based multi-sensor fusion for acoustic signal classification. ICASSP 2013: 261-265 - [c38]Yuanming Suo, Minh Dao, Trac D. Tran, Umamahesh Srinivas, Vishal Monga:
Hierarchical sparse modeling using Spike and Slab priors. ICASSP 2013: 3103-3107 - [c37]Umamahesh Srinivas, Yuanming Suo, Minh Dao, Vishal Monga, Trac D. Tran:
Structured sparse priors for image classification. ICIP 2013: 3211-3215 - [c36]Umamahesh Srinivas, Hojjat Seyed Mousavi, Charles Jeon, Vishal Monga, Arthur Hattel, Bhushan Jayarao:
SHIRC: A simultaneous sparsity model for histopathological image representation and classification. ISBI 2013: 1118-1121 - [c35]Xuan Mo, Vishal Monga, Raja Bala, José A. Rodríguez-Serrano, Zhigang Fan, Aaron M. Burry:
Practical methods for sparsity based video anomaly detection. ITSC 2013: 955-960 - 2012
- [j11]