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Iterative, Deep Synthetic Aperture Sonar Image Segmentation


Mar 28, 2022
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga

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* arXiv admin note: text overlap with arXiv:2107.14563 

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Surface Defect Detection and Evaluation for Marine Vessels using Multi-Stage Deep Learning


Mar 17, 2022
Li Yu, Kareem Metwaly, James Z. Wang, Vishal Monga

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GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction


Mar 14, 2022
Kareem Metwaly, Aerin Kim, Elliot Branson, Vishal Monga

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* CVPR 2022, 16 pages (including supplementary), CAR Dataset, VAW Dataset, http://signal.ee.psu.edu/research/glidenet.html 

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CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous Vehicles


Nov 16, 2021
Kareem Metwaly, Aerin Kim, Elliot Branson, Vishal Monga

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Deep Algorithm Unrolling for Biomedical Imaging


Aug 15, 2021
Yuelong Li, Or Bar-Shira, Vishal Monga, Yonina C. Eldar

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Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation


Jul 30, 2021
Yung-Chen Sun, Isaac D. Gerg, Vishal Monga

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* IEEE OCEANS 2021 

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Physically Inspired Dense Fusion Networks for Relighting


May 05, 2021
Amirsaeed Yazdani, Tiantong Guo, Vishal Monga

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* Rank second in NTIRE 2021 One-to-one depth guided image relighting challenge, accepted by CVPRW 2021 

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Simultaneous Denoising and Localization Network for Photoacoustic Target Localization


Apr 30, 2021
Amirsaeed Yazdani, Sumit Agrawal, Kerrick Johnstonbaugh, Sri-Rajasekhar Kothapalli, Vishal Monga

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* Accepted by IEEE Transactions on Medical Imaging 

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Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks


Apr 21, 2021
Amirsaeed Yazdani, Yung-Chen Sun, Nicholas B. Stephens, Timothy Ryan, Vishal Monga

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* 5 pages, 6 figures, accepted in 2020 54th Asilomar Conference on Signals, Systems, and Computers 

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