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Viewing Publication 1 - 100 from 269

2023

Best Paper Section IEEE International Conference on Automatic Face and Gesture Recognition 2021Rachael E. Jack, Vishal M. Patel, Pavan K. Turaga, Mayank Vatsa, Rama Chellappa, Alex Pentland, Richa Singh 0001. tbbis, 5(3):305-307, July 2023. [doi]

Adversarially Robust One-Class Novelty DetectionShao-Yuan Lo, Poojan Oza, Vishal M. Patel. pami, 45(4):4167-4179, April 2023. [doi]

Editorial Introduction to the Special Issue on Biometrics at a Distance in the Deep Learning EraManuel J. Marín-Jiménez, Shiqi Yu 0001, Yasushi Makihara, Vishal M. Patel, Maneet Singh, Maria De Marsico. jstsp, 17(3):539-544, May 2023. [doi]

VIDM: Video Implicit Diffusion ModelsKangfu Mei, Vishal M. Patel. AAAI 2023: 9117-9125 [doi]

T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic ModelsNithin Gopalakrishnan Nair, Vishal M. Patel. fgr 2023: 1-7 [doi]

Fine-Context Shadow Detection using Shadow RemovalJeya Maria Jose Valanarasu, Vishal M. Patel. wacv 2023: 1705-1714 [doi]

Towards Online Domain Adaptive Object DetectionVibashan VS, Poojan Oza, Vishal M. Patel. wacv 2023: 478-488 [doi]

2022

HyperTransformer: A Textural and Spectral Feature Fusion Transformer for PansharpeningWele Gedara Chaminda Bandara, Vishal M. Patel. cvpr 2022: 1757-1767 [doi]

A Transformer-Based Siamese Network for Change DetectionWele Gedara Chaminda Bandara, Vishal M. Patel. igarss 2022: 207-210 [doi]

SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous DrivingWele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel. icra 2022: 343-350 [doi]

Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual ReconstructionWele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel. tgrs, 60:1-16, 2022. [doi]

Exploring Adversarially Robust Training for Unsupervised Domain AdaptationShao-Yuan Lo, Vishal M. Patel. ACCV 2023: 561-577 [doi]

Defending Against Multiple and Unforeseen Adversarial VideosShao-Yuan Lo, Vishal M. Patel. TIP, 31:962-973, 2022. [doi]

Learning Feature Decomposition for Domain Adaptive Monocular Depth EstimationShao-Yuan Lo, Wei Wang, Jim Thomas 0001, Jingjing Zheng, Vishal M. Patel, Cheng-Hao Kuo. iros 2022: 8376-8382 [doi]

Escaping Data Scarcity for High-Resolution Heterogeneous Face HallucinationYiqun Mei, Pengfei Guo, Vishal M. Patel. cvpr 2022: 18655-18665 [doi]

Thermal to Visible Image Synthesis Under Atmospheric TurbulenceKangfu Mei, Yiqun Mei, Vishal M. Patel. icip 2022: 2051-2055 [doi]

Deep Semantic Statistics Matching (D2SM) Denoising NetworkKangfu Mei, Vishal M. Patel, Rui Huang. eccv 2022: 384-400 [doi]

NBD-GAP: Non-Blind Image Deblurring without Clean Target ImagesNithin Gopalakrishnan Nair, Rajeev Yasarla, Vishal M. Patel. icip 2022: 3431-3435 [doi]

A Comparison of Different Atmospheric Turbulence Simulation Methods for Image RestorationNithin Gopalakrishnan Nair, Kangfu Mei, Vishal M. Patel. icip 2022: 3386-3390 [doi]

Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model SamplingCheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa. miccai 2022: 623-633 [doi]

Transformer-Based SAR Image DespecklingMalsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel. igarss 2022: 751-754 [doi]

SAR Despeckling Using Overcomplete Convolutional NetworksMalsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel. igarss 2022: 401-404 [doi]

Multimodal Learning using Optimal Transport for Sarcasm and Humor DetectionShraman Pramanick, Aniket Roy, Vishal M. Patel. wacv 2022: 546-556 [doi]

Orientation-Guided Graph Convolutional Network for Bone Surface SegmentationAimon Rahman, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel. miccai 2022: 412-421 [doi]

Simultaneous Bone and Shadow Segmentation Network Using Task Correspondence ConsistencyAimon Rahman, Jeya Maria Jose Valanarasu, Ilker Hacihaliloglu, Vishal M. Patel. miccai 2022: 330-339 [doi]

Completely Self-supervised Crowd Counting via Distribution MatchingDeepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel. eccv 2022: 186-204 [doi]

Open-Set Adversarial Defense with Clean-Adversarial Mutual LearningRui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel. ijcv, 130(4):1070-1087, 2022. [doi]

JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark MethodVishwanath A. Sindagi, Rajeev Yasarla, Vishal M. Patel. pami, 44(5):2594-2609, 2022. [doi]

UNeXt: MLP-Based Rapid Medical Image Segmentation NetworkJeya Maria Jose Valanarasu, Vishal M. Patel. miccai 2022: 23-33 [doi]

KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric SegmentationJeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel. tmi, 41(4):965-976, 2022. [doi]

TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather ConditionsJeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel. cvpr 2022: 2343-2353 [doi]

Mixture of Teacher Experts for Source-Free Domain Adaptive Object DetectionVibashan VS, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel. icip 2022: 3606-3610 [doi]

Image Fusion TransformerVibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel. icip 2022: 3566-3570 [doi]

Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-LearningVibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel. wacv 2022: 3697-3706 [doi]

ART-SS: An Adaptive Rejection Technique for Semi-supervised Restoration for Adverse Weather-Affected ImagesRajeev Yasarla, Carey E. Priebe, Vishal M. Patel. eccv 2022: 699-718 [doi]

Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGANRajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel. icpr 2022: 1967-1974 [doi]

CNN-Based Restoration of a Single Face Image Degraded by Atmospheric TurbulenceRajeev Yasarla, Vishal M. Patel. tbbis, 4(2):222-233, 2022. [doi]

SketchEdit: Mask-Free Local Image Manipulation with Partial SketchesYu Zeng, Zhe Lin, Vishal M. Patel. cvpr 2022: 5941-5951 [doi]

Enhancing Adversarial Robustness for Deep Metric LearningMo Zhou, Vishal M. Patel. cvpr 2022: 15304-15313 [doi]

2021

Multi-feature Multi-Scale CNN-Derived COVID-19 Classification from Lung Ultrasound DataHui Che, Jared Radbel, Jag Sunderram, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu. embc 2021: 2618-2621 [doi]

Realistic Ultrasound Image Synthesis for Improved Classification of Liver DiseaseHui Che, Sumana Ramanathan, David J. Foran, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu. miccai 2021: 179-188 [doi]

Heterogeneous Face Frontalization via Domain Agnostic LearningXing Di, Shuowen Hu, Vishal M. Patel. fgr 2021: 1-8 [doi]

Multimodal Face Synthesis From Visual AttributesXing Di, Vishal M. Patel. tbbis, 3(3):427-439, 2021. [doi]

Multi-Scale Thermal to Visible Face Verification via Attribute Guided SynthesisXing Di, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel. tbbis, 3(2):266-280, 2021. [doi]

Anatomic and Molecular MR Image Synthesis Using Confidence Guided CNNsPengfei Guo, Puyang Wang, Rajeev Yasarla, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang. tmi, 40(10):2832-2844, 2021. [doi]

Over-and-Under Complete Convolutional RNN for MRI ReconstructionPengfei Guo, Jeya Maria Jose Valanarasu, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel. miccai 2021: 13-23 [doi]

Multi-Institutional Collaborations for Improving Deep Learning-Based Magnetic Resonance Image Reconstruction Using Federated LearningPengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel. cvpr 2021: 2423-2432 [doi]

Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GANRakhil Immidisetti, Shuowen Hu, Vishal M. Patel. icb 2021: 1-8 [doi]

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI ChallengePatricia M. Johnson, Geunu Jeong, Kerstin Hammernik, Jo Schlemper, Chen Qin, Jinming Duan 0001, Daniel Rueckert, Jingu Lee, Nicola Pezzotti, Elwin de Weerdt, Sahar Yousefi, Mohamed S. Elmahdy, Jeroen Hendrikus Franciscus Van Gemert, Christophe Schülke, Mariya Doneva, Tim Nielsen, Sergey Kastryulin, Boudewijn P. F. Lelieveldt, Matthias J. P. van Osch, Marius Staring, Eric Z. Chen, Puyang Wang, Xiao Chen, Terrence Chen, Vishal M. Patel, Shanhui Sun, Hyungseob Shin, Yohan Jun, Taejoon Eo, Sewon Kim, Taeseong Kim, Dosik Hwang, Patrick Putzky, Dimitrios Karkalousos, Jonas Teuwen, Nikita Miriakov, Bart Bakker, Matthan W. A. Caan, Max Welling, Matthew J. Muckley, Florian Knoll. miccai 2021: 25-34 [doi]

Error Diffusion Halftoning Against Adversarial ExamplesShao-Yuan Lo, Vishal M. Patel. icip 2021: 3892-3896 [doi]

MultAV: Multiplicative Adversarial VideosShao-Yuan Lo, Vishal M. Patel. avss 2021: 1-6 [doi]

Overcomplete Representations Against Adversarial VideosShao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel. icip 2021: 1939-1943 [doi]

Confidence Guided Network For Atmospheric Turbulence MitigationNithin Gopalakrishnan Nair, Vishal M. Patel. icip 2021: 1359-1363 [doi]

Federated Learning-based Active Authentication on Mobile DevicesPoojan Oza, Vishal M. Patel. icb 2021: 1-8 [doi]

Geometric Transformation-Based Network Ensemble for Open-Set RecognitionPramuditha Perera, Vishal M. Patel. icmcs 2021: 1-6 [doi]

A Synthesis-Based Approach for Thermal-to-Visible Face VerificationNeehar Peri, Joshua Gleason, Carlos Domingo Castillo, Thirimachos Bourlai, Vishal M. Patel, Rama Chellappa. fgr 2021: 1-8 [doi]

A Large-Scale, Time-Synchronized Visible and Thermal Face DatasetDomenick 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. wacv 2021: 1558-1567 [doi]

Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy PreservationRui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel. fgr 2021: 1-8 [doi]

Overcomplete Deep Subspace Clustering NetworksJeya Maria Jose Valanarasu, Vishal M. Patel. wacv 2021: 746-755 [doi]

Medical Transformer: Gated Axial-Attention for Medical Image SegmentationJeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel. miccai 2021: 36-46 [doi]

MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object DetectionVibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel. cvpr 2021: 4516-4526 [doi]

Learning to Restore Images Degraded by Atmospheric Turbulence Using UncertaintyRajeev Yasarla, Vishal M. Patel. icip 2021: 1694-1698 [doi]

Exploring Overcomplete Representations for Single Image Deraining Using CNNsRajeev Yasarla, Jeya Maria Jose Valanarasu, Vishal M. Patel. jstsp, 15(2):229-239, 2021. [doi]

Semi-Supervised Image Deraining Using Gaussian ProcessesRajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel. TIP, 30:6570-6582, 2021. [doi]

CR-Fill: Generative Image Inpainting with Auxiliary Contextual ReconstructionYu Zeng, Zhe Lin 0001, Huchuan Lu, Vishal M. Patel. iccv 2021: 14144-14153 [doi]

Deep Image CompositingHe Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel. wacv 2021: 365-374 [doi]

2020

Image De-Raining Using a Conditional Generative Adversarial NetworkHe Zhang 0004, Vishwanath Sindagi, Vishal M. Patel. tcsv, 30(11):3943-3956, 2020. [doi]

Joint Transmission Map Estimation and Dehazing Using Deep NetworksHe Zhang 0004, Vishwanath Sindagi, Vishal M. Patel. tcsv, 30(7):1975-1986, 2020. [doi]

Deep Multimodal Sparse Representation-Based ClassificationMahdi Abavisani, Vishal M. Patel. icip 2020: 773-777 [doi]

Deep Subspace Clustering with Data AugmentationMahdi Abavisani, Alireza Naghizadeh, Dimitris N. Metaxas, Vishal M. Patel. nips 2020: [doi]

GAN-Based Realistic Bone Ultrasound Image and Label Synthesis for Improved SegmentationAhmed Z. Alsinan, Charles Rule, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu. miccai 2020: 795-804 [doi]

Bone shadow segmentation from ultrasound data for orthopedic surgery using GANAhmed Z. Alsinan, Vishal M. Patel, Ilker Hacihaliloglu. cars, 15(9):1477-1485, 2020. [doi]

Anomaly Detection-Based Unknown Face Presentation Attack DetectionYashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel. icb 2020: 1-9 [doi]

Facial Synthesis From Visual Attributes via Sketch Using Multiscale GeneratorsXing Di, Vishal M. Patel. tbbis, 2(1):55-67, 2020. [doi]

Domain Adaptation for Visual UnderstandingSoumyadeep Ghosh, Richa Singh 0001, Mayank Vatsa, Nalini K. Ratha, Vishal M. Patel. In Richa Singh 0001, Mayank Vatsa, Vishal M. Patel, Nalini Ratha, editors, Domain Adaptation for Visual Understanding. pages 1-15, Springer, 2020. [doi]

Lesion Mask-Based Simultaneous Synthesis of Anatomic and Molecular MR Images Using a GANPengfei Guo, Puyang Wang, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang. miccai 2020: 104-113 [doi]

Utilizing Patch-Level Category Activation Patterns for Multiple Class Novelty DetectionPoojan Oza, Vishal M. Patel. eccv 2020: 421-437 [doi]

Multiple Class Novelty Detection Under Data Distribution ShiftPoojan Oza, Hien Van Nguyen, Vishal M. Patel. eccv 2020: 432-449 [doi]

A Joint Representation Learning and Feature Modeling Approach for One-class RecognitionPramuditha Perera, Vishal M. Patel. icpr 2021: 6600-6607 [doi]

Quickest Intruder Detection For Multiple User Active AuthenticationPramuditha Perera, Julian Fiérrez, Vishal M. Patel. icip 2020: 1341-1345 [doi]

Generative-Discriminative Feature Representations for Open-Set RecognitionPramuditha Perera, Vlad I. Morariu, Rajiv Jain, Varun Manjunatha, Curtis Wigington, Vicente Ordonez, Vishal M. Patel. cvpr 2020: 11811-11820 [doi]

Open-Set Adversarial DefenseRui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel. eccv 2020: 682-698 [doi]

HA-CCN: Hierarchical Attention-Based Crowd Counting NetworkVishwanath A. Sindagi, Vishal M. Patel. TIP, 29:323-335, 2020. [doi]

Prior-Based Domain Adaptive Object Detection for Hazy and Rainy ConditionsVishwanath A. Sindagi, Poojan Oza, Rajeev Yasarla, Vishal M. Patel. eccv 2020: 763-780 [doi]

Learning to Count in the Crowd from Limited Labeled DataVishwanath A. Sindagi, Rajeev Yasarla, Deepak Babu Sam, R. Venkatesh Babu, Vishal M. Patel. eccv 2020: 212-229 [doi]

Vision and RoboticsThomas M. Strat, Rama Chellappa, Vishal M. Patel. aim, 41(2):49-65, 2020. [doi]

KiU-Net: Towards Accurate Segmentation of Biomedical Images Using Over-Complete RepresentationsJeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel. miccai 2020: 363-373 [doi]

Learning to Segment Brain Anatomy From 2D Ultrasound With Less DataJeya Maria Jose Valanarasu, Rajeev Yasarla, Puyang Wang, Ilker Hacihaliloglu, Vishal M. Patel. jstsp, 14(6):1221-1234, 2020. [doi]

Robust Bone Shadow Segmentation from 2D Ultrasound Through Task DecompositionPuyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu. miccai 2020: 805-814 [doi]

Robust real-time bone surfaces segmentation from ultrasound using a local phase tensor-guided CNNPuyang Wang, Michael Vives, Vishal M. Patel, Ilker Hacihaliloglu. cars, 15(7):1127-1135, 2020. [doi]

Improving Amide Proton Transfer-Weighted MRI Reconstruction Using T2-Weighted ImagesPuyang Wang, Pengfei Guo, Jianhua Lu, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel. miccai 2020: 3-12 [doi]

Syn2Real Transfer Learning for Image Deraining Using Gaussian ProcessesRajeev Yasarla, Vishwanath A. Sindagi, Vishal M. Patel. cvpr 2020: 2723-2733 [doi]

Confidence Measure Guided Single Image De-RainingRajeev Yasarla, Vishal M. Patel. TIP, 29:4544-4555, 2020. [doi]

Deblurring Face Images Using Uncertainty Guided Multi-Stream Semantic NetworksRajeev Yasarla, Federico Perazzi, Vishal M. Patel. TIP, 29:6251-6263, 2020. [doi]

Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell ClassificationPengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen. miccai 2020: 367-377 [doi]

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