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Vishal M. Patel

Senior Member, IEEE

One-Class Classification: A Survey

Jan 08, 2021
Pramuditha Perera, Poojan Oza, Vishal M. Patel


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A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset

Jan 07, 2021
Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu


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Overcomplete Representations Against Adversarial Videos

Dec 08, 2020
Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel


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Image Inpainting with Contextual Reconstruction Loss

Nov 25, 2020
Yu Zeng, Zhe Lin, Huchuan Lu, Vishal M. Patel


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Overcomplete Deep Subspace Clustering Networks

Nov 16, 2020
Jeya Maria Jose Valanarasu, Vishal M. Patel

* WACV 2021 

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Deep Image Compositing

Nov 04, 2020
He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

* WACV-2021. A better portrait segmentation technology has been shipped in Photoshop 2020. Check this out if you are not sure how to use it. https://www.youtube.com/watch?v=v_kitSYKr3s&t=138s 

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Exploring Overcomplete Representations for Single Image Deraining using CNNs

Oct 20, 2020
Rajeev Yasarla, Jeya Maria Jose Valanarasu, Vishal M. Patel


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KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation

Oct 04, 2020
Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel

* Journal Extension of KiU-Net (MICCAI-2020) 

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MultAV: Multiplicative Adversarial Videos

Sep 17, 2020
Shao-Yuan Lo, Vishal M. Patel


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Completely Self-Supervised Crowd Counting via Distribution Matching

Sep 14, 2020
Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel


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Defending Against Multiple and Unforeseen Adversarial Videos

Sep 11, 2020
Shao-Yuan Lo, Vishal M. Patel


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Open-set Adversarial Defense

Sep 02, 2020
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel

* Accepted by ECCV 2020 

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Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas

Aug 06, 2020
Pengfei Guo, Puyang Wang, Rajeev Yasarla, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang

* Submit to IEEE TMI. arXiv admin note: text overlap with arXiv:2006.14761 

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Anomaly Detection-Based Unknown Face Presentation Attack Detection

Jul 11, 2020
Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel


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Learning to Count in the Crowd from Limited Labeled Data

Jul 08, 2020
Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Sam Babu, R. Venkatesh Babu, Vishal M. Patel

* Accepted at ECCV 2020 

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Quickest Intruder Detection for Multiple User Active Authentication

Jun 21, 2020
Pramuditha Perera, Julian Fierrez, Vishal M. Patel

* Accepted for publication in ICIP 2020 

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KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations

Jun 08, 2020
Jeya Maria Jose, Vishwanath Sindagi, Ilker Hacihaliloglu, Vishal M. Patel

* Provisionally Accepted at MICCAI 2020 

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Federated Face Anti-spoofing

May 29, 2020
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel


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Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis

Apr 20, 2020
Xing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel

* submitted to IEEE Transactions on Information Forensics and Security (TIFS). arXiv admin note: substantial text overlap with arXiv:1901.00889 

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JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method

Apr 07, 2020
Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel

* The dataset can be downloaded from http://www.crowd-counting.com. arXiv admin note: substantial text overlap with arXiv:1910.12384 

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Learning to Segment Brain Anatomy from 2D Ultrasound with Less Data

Dec 18, 2019
Jeya Maria Jose V., Rajeev Yasarla, Puyang Wang, Ilker Hacihaliloglu, Vishal M. Patel


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Facial Synthesis from Visual Attributes via Sketch using Multi-Scale Generators

Dec 17, 2019
Xing Di, Vishal M. Patel

* This work is accepted in IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM). arXiv admin note: substantial text overlap with arXiv:1801.00077 

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Pyramid Convolutional RNN for MRI Reconstruction

Dec 04, 2019
Puyang Wang, Eric Z. Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun


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Prior-based Domain Adaptive Object Detection for Adverse Weather Conditions

Nov 29, 2019
Vishwanath A. Sindagi, Poojan Oza, Rajeev Yasarla, Vishal M. Patel


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Pushing the Frontiers of Unconstrained Crowd Counting: New Dataset and Benchmark Method

Oct 28, 2019
Vishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel

* Accepted at ICCV 2019 

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Confidence Measure Guided Single Image De-raining

Sep 10, 2019
Rajeev Yasarla, Vishal M. Patel

* TIP2019 submission. arXiv admin note: substantial text overlap with arXiv:1906.11129 

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Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting

Aug 28, 2019
Vishwanath A Sindagi, Vishal M. Patel

* Accepted at ICCV 2019 

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Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks

Jul 30, 2019
Rajeev Yasarla, Federico Perazzi, Vishal M. Patel

* TIP 2019 submission 

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HA-CCN: Hierarchical Attention-based Crowd Counting Network

Jul 24, 2019
Vishwanath A. Sindagi, Vishal M. Patel

* Accepted for publication at IEEE Transactions on Image Processing (TIP) 2019 

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