John S. Zelek

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 80

Top Venues

Publications

Jerrin Bright, Bavesh Balaji, Harish Prakash, Yuhao Chen, David A. Clausi, John S. Zelek
Distribution and Depth-Aware Transformers for 3D Human Mesh Recovery. CoRR (2024)
Adam Srebrnjak Yang, Dheeraj Khanna, John S. Zelek
POPCat: Propagation of particles for complex annotation tasks. CoRR (2024)
Yuxiang Huang, John S. Zelek
A Unified Model Selection Technique for Spectral Clustering Based Motion Segmentation. CoRR (2024)
Georges Younes, Douaa Khalil, John S. Zelek, Daniel C. Asmar
H-SLAM: Hybrid direct-indirect visual SLAM. Robotics Auton. Syst. 179 (2024)
Nick Torenvliet, John S. Zelek
Evaluating Diffusion Models for the Automation of Ultrasonic Nondestructive Evaluation Data Analysis. Algorithms 17 (4) (2024)
Yuxiang Huang, Yuhao Chen, John S. Zelek
Zero-Shot Monocular Motion Segmentation in the Wild by Combining Deep Learning with Geometric Motion Model Fusion. CoRR (2024)
Jerrin Bright, Bavesh Balaji, Yuhao Chen, David A. Clausi, John S. Zelek
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics. CoRR (2024)
Harish Prakash, Jia Cheng Shang, Ken M. Nsiempba, Yuhao Chen, David A. Clausi, John S. Zelek
Multi Player Tracking in Ice Hockey with Homographic Projections. CoRR (2024)
Yuxiang Huang, Yuhao Chen, John S. Zelek
Dense Monocular Motion Segmentation Using Optical Flow and Pseudo Depth Map: A Zero-Shot Approach. CoRR (2024)
Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla, Yuhao Chen, Alexander Wong, John S. Zelek, David A. Clausi
Domain-Guided Masked Autoencoders for Unique Player Identification. CoRR (2024)
Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John S. Zelek
Player tracking and identification in ice hockey. Expert Syst. Appl. 213 (Part) (2023)
Dedong Zhang, Lingfei Ma, Zheng Gong, Weikai Tan, John S. Zelek, Jonathan Li
An Overlap-Free Calibration Method for LiDAR-Camera Platforms Based on Environmental Perception. IEEE Trans. Instrum. Meas. 72 (2023)
Bavesh Balaji, Jerrin Bright, Harish Prakash, Yuhao Chen, David A. Clausi, John S. Zelek
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos. MMSports@MM (2023)
Jerrin Bright, Yuhao Chen, John S. Zelek
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis. CoRR (2023)
David Abou Chacra, John S. Zelek
Naive Scene Graphs: How Visual is Modern Visual Relationship Detection? CRV (2023)
Jerrin Bright, Yuhao Chen, John S. Zelek
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis. MMSports@MM (2023)
Georges Younes, Douaa Khalil, John S. Zelek, Daniel C. Asmar
H-SLAM: Hybrid Direct-Indirect Visual SLAM. CoRR (2023)
Yuxiang Huang, John S. Zelek
Motion Segmentation from a Moving Monocular Camera. CoRR (2023)
Bavesh Balaji, Jerrin Bright, Harish Prakash, Yuhao Chen, David A. Clausi, John S. Zelek
Jersey Number Recognition using Keyframe Identification from Low-Resolution Broadcast Videos. CoRR (2023)
Kanav Vats, William J. McNally, Pascale Walters, David A. Clausi, John S. Zelek
Ice hockey player identification via transformers and weakly supervised learning. CVPR Workshops (2022)
David Abou Chacra, John S. Zelek
The Topology and Language of Relationships in the Visual Genome Dataset. CVPR Workshops (2022)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Evaluating deep tracking models for player tracking in broadcast ice hockey video. CoRR (2022)
Karim Samaha, Georges Younes, Daniel C. Asmar, John S. Zelek
Learned Intrinsic Auto-Calibration From Fundamental Matrices. CRV (2022)
Haonan Chen, Bo Yuan Chang, Mohamed A. Naie, Georges Younes, Steven Wardell, Stan Kleinikkink, John S. Zelek
Causal Discovery from Sparse Time-Series Data Using Echo State Network. CoRR (2022)
Zobeir Raisi, Georges Younes, John S. Zelek
Arbitrary Shape Text Detection using Transformers. CoRR (2022)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Evaluating deep tracking models for player tracking in broadcast ice hockey video. LINHAC (2022)
Zobeir Raisi, Georges Younes, John S. Zelek
Arbitrary Shape Text Detection using Transformers. ICPR (2022)
Peter Q. Lee, John S. Zelek, Katja Mombaur
Simulating and Optimizing Nasopharyngeal Swab Insertion Paths for use in Robotics. BioRob (2022)
Zobeir Raisi, John S. Zelek
Text Detection & Recognition in the Wild for Robot Localization. CoRR (2022)
Zobeir Raisi, John S. Zelek
Occluded Text Detection and Recognition in the Wild. CRV (2022)
Kanav Vats, William J. McNally, Pascale Walters, David A. Clausi, John S. Zelek
Ice hockey player identification via transformers. CoRR (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Puck Localization and Multi-Task Event Recognition in Broadcast Hockey Videos. CVPR Workshops (2021)
Zobeir Raisi, Mohamed A. Naiel, Georges Younes, Steven Wardell, John S. Zelek
2LSPE: 2D Learnable Sinusoidal Positional Encoding using Transformer for Scene Text Recognition. CRV (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Multi-task Learning for Jersey Number Recognition in Ice Hockey. MMSports@MM (2021)
Zobeir Raisi, Mohamed A. Naiel, Georges Younes, Steven Wardell, John S. Zelek
Transformer-Based Text Detection in the Wild. CVPR Workshops (2021)
Zheng Gong, Jonathan Li, Zhipeng Luo, Chenglu Wen, Cheng Wang, John S. Zelek
Mapping and Semantic Modeling of Underground Parking Lots Using a Backpack LiDAR System. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi, John S. Zelek, Alexander Wong
Localization of Ice-Rink for Broadcast Hockey Videos. CoRR (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Multi-task learning for jersey number recognition in Ice Hockey. CoRR (2021)
Kanav Vats, Pascale Walters, Mehrnaz Fani, David A. Clausi, John S. Zelek
Player Tracking and Identification in Ice Hockey. CoRR (2021)
Kanav Vats, Mehrnaz Fani, David A. Clausi, John S. Zelek
Puck localization and multi-task event recognition in broadcast hockey videos. CoRR (2021)
Kanav Vats, Mehrnaz Fani, Pascale Walters, David A. Clausi, John S. Zelek
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions. CoRR (2020)
Manpreet Singh Minhas, John S. Zelek
Defect Detection using Deep Learning from Minimal Annotations. VISIGRAPP (4: VISAPP) (2020)
Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan
DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. OMIA@MICCAI (2020)
Kanav Vats, Mehrnaz Fani, Pascale Walters, David A. Clausi, John S. Zelek
Event detection in coarsely annotated sports videos via parallel multi receptive field 1D convolutions. CVPR Workshops (2020)
Zobeir Raisi, Mohamed A. Naiel, Paul W. Fieguth, Steven Wardell, John S. Zelek
Text Detection and Recognition in the Wild: A Review. CoRR (2020)
Amitojdeep Singh, Sourya Sengupta, J. Jothi Balaji, Mohammed Abdul Rasheed, Ibrahim Faruq, Varadharajan Jayakumar, John S. Zelek, Vasudevan Lakshminarayanan
What is the Optimal Attribution Method for Explainable Ophthalmic Disease Classification? OMIA@MICCAI (2020)
Manpreet Singh Minhas, John S. Zelek
Semi-supervised Anomaly Detection using AutoEncoders. CoRR (2020)
Sourya Sengupta, Akshay Athwale, Tanmay Gulati, John S. Zelek, Vasudevan Lakshminarayanan
FunSyn-Net: enhanced residual variational auto-encoder and image-to-image translation network for fundus image synthesis. Medical Imaging: Image Processing (2020)
Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek
Temporal Hockey Action Recognition via Pose and Optical Flows. CVPR Workshops (2019)
Kanav Vats, William J. McNally, Chris Dulhanty, Zhong Qiu Lin, David A. Clausi, John S. Zelek
PuckNet: Estimating hockey puck location from broadcast video. CoRR (2019)
Mehrnaz Fani, Kanav Vats, Christopher Dulhanty, David A. Clausi, John S. Zelek
Pose-Projected Action Recognition Hourglass Network (PARHN) in Soccer. CRV (2019)
Manpreet Singh Minhas, John S. Zelek
AnoNet: Weakly Supervised Anomaly Detection in Textured Surfaces. CoRR (2019)
Dedong Zhang, Zheng Gong, Yiping Chen, John S. Zelek, Jonathan Li
Slam-Based Multi-Sensor Backpack Lidar Systems in Gnss-Denied Environments. IGARSS (2019)
Georges Younes, Daniel C. Asmar, John S. Zelek
. IROS (2019)
Manpreet Singh Minhas, John S. Zelek
Anomaly Detection in Images. CoRR (2019)
Georges Younes, Daniel C. Asmar, John S. Zelek
Robustifying Direct VO to Large Baseline Motions. VISIGRAPP (Revised Selected Papers) (2019)
Georges Younes, Daniel C. Asmar, John S. Zelek
FDMO: Feature Assisted Direct Monocular Odometry. VISIGRAPP (5: VISAPP) (2019)
Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
PixelBNN: Augmenting the PixelCNN with Batch Normalization and the Presentation of a Fast Architecture for Retinal Vessel Segmentation. J. Imaging 5 (2) (2019)
Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek
KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation. ICIAR (2) (2019)
Georges Younes, Daniel C. Asmar, John S. Zelek
A Unified Formulation for Visual Odometry. CoRR (2019)
Kanav Vats, Helmut Neher, David A. Clausi, John S. Zelek
Two-Stream Action Recognition in Ice Hockey using Player Pose Sequences and Optical Flows. CRV (2019)
Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation. CoRR (2019)
Zixi Cai, Helmut Neher, Kanav Vats, David A. Clausi, John S. Zelek
Temporal Hockey Action Recognition via Pose and Optical Flows. CoRR (2018)
Priyanka Roy, Mohana Kuppuswamy Parthasarathy, John S. Zelek, Vasudevan Lakshminarayanan
Comparison of Gaussian filter versus wavelet-based denoising on graph-based segmentation of retinal OCT images. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Nolan Lunscher, John S. Zelek
Deep Learning Whole Body Point Cloud Scans From a Single Depth Map. CVPR Workshops (2018)
David Abou Chacra, John S. Zelek
Municipal Infrastructure Anomaly and Defect Detection. EUSIPCO (2018)
Georges Younes, Daniel C. Asmar, John S. Zelek
FDMO: Feature Assisted Direct Monocular Odometry. CoRR (2018)
David Abou Chacra, John S. Zelek
Fully Automated Road Defect Detection Using Street View Images. CRV (2017)
Nolan Lunscher, John S. Zelek
Deep Learning Anthropomorphic 3D Point Clouds from a Single Depth Map Camera Viewpoint. ICCV Workshops (2017)
Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John S. Zelek
Hockey Action Recognition via Integrated Stacked Hourglass Network. CVPR Workshops (2017)
Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong
Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging 3 (1) (2017)
Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
PixelBNN: Augmenting the PixelCNN with batch normalization and the presentation of a fast architecture for retinal vessel segmentation. CoRR (2017)
Georges Younes, Daniel C. Asmar, Elie A. Shammas, John S. Zelek
Keyframe-based monocular SLAM: design, survey, and future directions. Robotics Auton. Syst. 98 (2017)
Henry A. Leopold, Jeff Orchard, John S. Zelek, Vasudevan Lakshminarayanan
Segmentation and feature extraction of retinal vascular morphology. Medical Imaging: Image Processing (2017)
John S. Zelek, Nolan Lunscher
Point Cloud Completion of Foot Shape from a Single Depth Map for Fit Matching Using Deep Learning View Synthesis. ICCV Workshops (2017)
Logan Jeya, John S. Zelek
KinectScenes: Robust Real-Time RGB-D Fusion for Animal Behavioural Monitoring. CRV (2016)
Francis Li, Alexander Wong, John S. Zelek
Hierarchical Grouping Approach for Fast Approximate RGB-D Scene Flow. CRV (2016)
Guanghui Wang, John S. Zelek, Q. M. Jonathan Wu, Ruzena Bajcsy
Robust Structure from Motion in the Presence of Outliers and Missing Data. CoRR (2016)
David Abou Chacra, John S. Zelek
Road Segmentation in Street View Images Using Texture Information. CRV (2016)
Charbel Azzi, Daniel C. Asmar, Adel H. Fakih, John S. Zelek
Filtering 3D Keypoints Using GIST For Accurate Image-Based Localization. BMVC (2016)
Francis Li, Edward Li, Mohammad Javad Shafiee, Alexander Wong, John S. Zelek
Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Model. CRV (2015)
F. Y. Li, Mohammad Javad Shafiee, Audrey G. Chung, Brendan Chwyl, Farnoud Kazemzadeh, Alexander Wong, John S. Zelek
High dynamic range map estimation via fully connected random fields with stochastic cliques. ICIP (2015)
Adel H. Fakih, Daniel C. Asmar, John S. Zelek
Augmenting analytic SFM filters with frame-to-frame features. Comput. Vis. Image Underst. 129 (2014)
Abdullah Hojaij, John S. Zelek, Daniel C. Asmar
A two phase RGB-D visual servoing controller. IROS (2014)
Arun Das, Michael Diu, Neil Mathew, Christian Scharfenberger, James Servos, Andy Wong, John S. Zelek, David A. Clausi, Steven Lake Waslander
Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration. J. Field Robotics 31 (1) (2014)
Guanghui Wang, John S. Zelek, Q. M. Jonathan Wu
Robust Structure from Motion of Nonrigid Objects in the Presence of Outlying and Missing Data. CRV (2013)
Guanghui Wang, John S. Zelek, Q. M. Jonathan Wu, Ruzena Bajcsy
Robust rank-4 affine factorization for structure from motion. WACV (2013)
Christian Scharfenberger, Steven Lake Waslander, John S. Zelek, David A. Clausi
Existence Detection of Objects in Images for Robot Vision Using Saliency Histogram Features. CRV (2013)
Amir Hossein Shabani, John S. Zelek, David A. Clausi
Multiple scale-specific representations for improved human action recognition. Pattern Recognit. Lett. 34 (15) (2013)
Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi
Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. CVPR (2013)
Christian Scharfenberger, John S. Zelek, David A. Clausi
Robust Body-Height Estimation for Applications in Automotive Industry. CRV (2012)
Amir Hossein Shabani, John S. Zelek, David A. Clausi
Regularized Gradient Kernel Anisotropic Diffusion for Better Image Filtering. CRV (2012)
Amir Hossein Shabani, David A. Clausi, John S. Zelek
Evaluation of Local Spatio-temporal Salient Feature Detectors for Human Action Recognition. CRV (2012)
Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi
Anti-trap protection for an intelligent smart car door system. ITSC (2012)
Christian Scharfenberger, Samarjit Chakraborty, John S. Zelek, David A. Clausi
Motion stereo-based collision avoidance for an intelligent smart car door system. ITSC (2012)
Abdullah Hojaij, Adel H. Fakih, Alexander Wong, John S. Zelek
Difference of Circles Feature Detector. CRV (2012)
Guanghui Wang, John S. Zelek, Q. M. Jonathan Wu
Structure and Motion Recovery Based on Spatial-and-Temporal-Weighted Factorization. IEEE Trans. Circuits Syst. Video Technol. 22 (11) (2012)
Amir Hossein Shabani, David A. Clausi, John S. Zelek
Improved Spatio-temporal Salient Feature Detection for Action Recognition. BMVC (2011)
Guanghui Wang, John S. Zelek, Q. M. Jonathan Wu
Spatial-and-Temporal-Weighted Structure from Motion. CRV (2011)
Frederick Tung, John S. Zelek, David A. Clausi
Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance. Image Vis. Comput. 29 (4) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

John S. Zelek