Alireza Tavakkoli

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 70

Top Topics

Optical Coherence Tomography

Vessel Segmentation

Game Theoretic Perspective

Top Venues

Publications

Sushmita Sarker, Prithul Sarker, George Bebis, Alireza Tavakkoli
MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer. CoRR (2024)
Sushmita Sarker, Prithul Sarker, Gunner Stone, Ryan Gorman, Alireza Tavakkoli, George Bebis, Javad Sattarvand
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation. CoRR (2024)
Sushmita Sarker, Prithul Sarker, Gunner Stone, Ryan Gorman, Alireza Tavakkoli, George Bebis, Javad Sattarvand
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation. Mach. Vis. Appl. 35 (4) (2024)
Gunner Stone, Alireza Tavakkoli
NeedLR: Streamlining Point Cloud Annotation for Enhanced Machine Learning Integration. PEARC (2024)
Marc Berghouse, George Bebis, Alireza Tavakkoli
Exploring the influence of attention for whole-image mammogram classification. Image Vis. Comput. 147 (2024)
Chase D. Carthen, Araam Zaremehrjardi, Vinh D. Le, Carlos Cardillo, Scotty Strachan, Alireza Tavakkoli, Frederick C. Harris Jr., Sergiu M. Dascalu
A Novel Spatial Data Pipeline for Orchestrating Apache NiFi/MiNiFi. Int. J. Softw. Innov. 12 (1) (2024)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, George Bebis, Salah A. Baker
Swin-SFTNet : Spatial Feature Expansion and Aggregation Using Swin Transformer for Whole Breast Micro-Mass Segmentation. ISBI (2023)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Salah A. Baker, Stewart Lee Zuckerbrod
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation. CoRR (2023)
Chenxing Wang, Alireza Tavakkoli
Latent Diffusion Based Multi-class Anomaly Detection. ISVC (1) (2023)
Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. MICCAI (7) (2023)
Theodore Hartsook, Sarah Bisbing, Alireza Tavakkoli, Jonathan Greenberg
Using Action Cameras to Collect Tree Measurements. IGARSS (2023)
Marc Berghouse, George Bebis, Alireza Tavakkoli
Investigating the Impact of Attention on Mammogram Classification. ISVC (1) (2023)
Khondker Fariha Hossain, Sharif Amit Kamran, Joshua Ong, Andrew G. Lee, Alireza Tavakkoli
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. CoRR (2023)
Chase D. Carthen, Araam Zaremehrjardi, Vinh D. Le, Carlos Cardillo, Scotty Strachan, Alireza Tavakkoli, Frederick C. Harris Jr., Sergiu M. Dascalu
Orchestrating Apache NiFi/MiNiFi within a Spatial Data Pipeline. SERA (2023)
Prithul Sarker, Sushmita Sarker, George Bebis, Alireza Tavakkoli
ConnectedUNets++: Mass Segmentation from Whole Mammographic Images. ISVC (1) (2022)
Prithul Sarker, Khondker Fariha Hossain, Isayas Berhe Adhanom, Philip K. Pavilionis, Nicholas G. Murray, Alireza Tavakkoli
Analysis of Smooth Pursuit Assessment in Virtual Reality and Concussion Detection using BiLSTM. CoRR (2022)
Prithul Sarker, Nasif Zaman, Alireza Tavakkoli
VR-SFT: Reproducing Swinging Flashlight Test in Virtual Reality to Detect Relative Afferent Pupillary Defect. CoRR (2022)
Chase D. Carthen, Christopher Lewis, Vinh D. Le, Alireza Tavakkoli, Frederick C. Harris, Sergiu Dascalu
THURSDAY: A Web Platform to Support AutoML. ACIT (2022)
Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Xingjun Ma
ECG-ATK-GAN: Robustness Against Adversarial Attacks on ECGs Using Conditional Generative Adversarial Networks. AMAI@MICCAI (2022)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. CoRR (2022)
Khondker Fariha Hossain, Alireza Tavakkoli, Shamik Sengupta
A Game Theoretical vulnerability analysis of Adversarial Attack. CoRR (2022)
Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip K. Pavilionis, Isayas B. Adhanom, Nicholas G. Murray, Alireza Tavakkoli
Virtual-Reality Based Vestibular Ocular Motor Screening for Concussion Detection Using Machine-Learning. ISVC (2) (2022)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, George Bebis, Salah A. Baker
SWIN-SFTNet : Spatial Feature Expansion and Aggregation using Swin Transformer For Whole Breast micro-mass segmentation. CoRR (2022)
Zeynab Maghsoudi, Ha Nguyen, Alireza Tavakkoli, Tin Nguyen
A comprehensive survey of the approaches for pathway analysis using multi-omics data integration. Briefings Bioinform. 23 (6) (2022)
Prithul Sarker, Khondker Fariha Hossain, Isayas Berhe Adhanom, Philip K. Pavilionis, Nicholas G. Murray, Alireza Tavakkoli
Analysis of Smooth Pursuit Assessment in Virtual Reality and Concussion Detection Using BiLSTM. ISVC (2) (2022)
Prithul Sarker, Nasif Zaman, Alireza Tavakkoli
VR-SFT: Reproducing Swinging Flashlight Test in Virtual Reality to Detect Relative Afferent Pupillary Defect. ISVC (2) (2022)
Khondker Fariha Hossain, Sharif Amit Kamran, Prithul Sarker, Philip K. Pavilionis, Isayas B. Adhanom, Nicholas G. Murray, Alireza Tavakkoli
Virtual-Reality based Vestibular Ocular Motor Screening for Concussion Detection using Machine-Learning. CoRR (2022)
Khondker Fariha Hossain, Alireza Tavakkoli, Shamik Sengupta
A Game Theoretical Vulnerability Analysis of Adversarial Attack. ISVC (2) (2022)
Prithul Sarker, Sushmita Sarker, George Bebis, Alireza Tavakkoli
ConnectedUNets++: Mass Segmentation from Whole Mammographic Images. CoRR (2022)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
Feature Representation Learning for Robust Retinal Disease Detection from Optical Coherence Tomography Images. OMIA@MICCAI (2022)
Chenxing Wang, Lily Raymond, Yifei Jin, Alireza Tavakkoli, Haoting Shen
3D Unclonable Optical Identity for Universal Product Verification. HOST (2021)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
RV-GAN : Retinal Vessel Segmentation from Fundus Images using Multi-scale Generative Adversarial Networks. CoRR (2021)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
RV-GAN: Segmenting Retinal Vascular Structure in Fundus Photographs Using a Novel Multi-scale Generative Adversarial Network. MICCAI (8) (2021)
Alexis R. Tudor, Gunner Stone, Alireza Tavakkoli, Emily M. Hand
Classification of RIGID and Non-Rigid Transformations with Autoencoder Representations. ICIP (2021)
Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Daniel Ma, Sutharshan Rajasegarar, Chandan Karmaker
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. CoRR (2021)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. ICCVW (2021)
Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan, Xingjun Ma, Sutharshan Rajasegarar, Chandan Karmaker
ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks. ICMLA (2021)
Sharif Amit Kamran, Shamik Sengupta, Alireza Tavakkoli
Semi-supervised Conditional GAN for Simultaneous Generation and Detection of Phishing URLs: A Game theoretic Perspective. CoRR (2021)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M. Sanders, Salah A. Baker
VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers. CoRR (2021)
Khondker Fariha Hossain, Sharif Amit Kamran, Xingjun Ma, Alireza Tavakkoli
ECG-ATK-GAN: Robustness against Adversarial Attacks on ECG using Conditional Generative Adversarial Networks. CoRR (2021)
Alireza Tavakkoli, Brandon Wilson, Matthew Bounds
An Immersive Virtual Environment for Teleoperation of Remote Robotic Agents for Everyday Applications in Prohibitive Environments. VR Workshops (2020)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Zuckerbrod, Salah A. Baker, Kenton M. Sanders
Fundus2Angio: A Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. ISVC (2) (2020)
Hoang-Dung Bui, Son Nguyen, Umme Hafsa Billah, Chuong Le, Alireza Tavakkoli, Hung M. La
Control Framework for a Hybrid-steel Bridge Inspection Robot. IROS (2020)
Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images. CoRR (2020)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography. CoRR (2020)
Umme Hafsa Billah, Hung Manh La, Alireza Tavakkoli
Deep Learning-Based Feature Silencing for Accurate Concrete Crack Detection. Sensors 20 (16) (2020)
Sharif Amit Kamran, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Improving Robustness Using Joint Attention Network for Detecting Retinal Degeneration From Optical Coherence Tomography Images. ICIP (2020)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. ICPR (2020)
Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod
Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks. CoRR (2020)
Hoang-Dung Bui, Son Nguyen, Umme Hafsa Billah, Chuong Le, Alireza Tavakkoli, Hung M. La
Control Framework for a Hybrid-steel Bridge Inspection Robot. CoRR (2020)
Nasif Zaman, Alireza Tavakkoli, Stewart Zuckerbrod
A Mixed Reality System for Modeling Perceptual Deficit to Correct Neural Errors and Recover Functional Vision. VR Workshops (2020)
Adarsh Sehgal, Ashutosh Singandhupe, Hung Manh La, Alireza Tavakkoli, Sushil J. Louis
Lidar-Monocular Visual Odometry with Genetic Algorithm for Parameter Optimization. CoRR (2019)
Umme Hafsa Billah, Alireza Tavakkoli, Hung Manh La
Concrete Crack Pixel Classification Using an Encoder Decoder Based Deep Learning Architecture. ISVC (1) (2019)
Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. CoRR (2019)
Lee Easson, Alireza Tavakkoli, Jonathan Greenberg
An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications. CoRR (2019)
Sharif Amit Kamran, Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli
Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images. ICMLA (2019)
Prithul Aniruddha, Nasif Zaman, Alireza Tavakkoli, Stewart Zuckerbrod
A Parametric Perceptual Deficit Modeling and Diagnostics Framework for Retina Damage using Mixed Reality. CoRR (2019)
Prithul Aniruddha, Nasif Zaman, Alireza Tavakkoli, Stewart Zuckerbrod
A Parametric Perceptual Deficit Modeling and Diagnostics Framework for Retina Damage Using Mixed Reality. ISVC (2) (2019)
Lee Easson, Alireza Tavakkoli, Jonathan Greenberg
An Automatic Digital Terrain Generation Technique for Terrestrial Sensing and Virtual Reality Applications. ISVC (1) (2019)
Adarsh Sehgal, Ashutosh Singandhupe, Hung Manh La, Alireza Tavakkoli, Sushil J. Louis
Lidar-Monocular Visual Odometry with Genetic Algorithm for Parameter Optimization. ISVC (2) (2019)
Brandon Wilson, Matthew Bounds, David McFadden, Jace Regenbrecht, Loveth Ohenhen, Alireza Tavakkoli, Donald Loffredo
VETO: An Immersive Virtual Environment for Tele-Operation. Robotics 7 (2) (2018)
William Porr, James Easton, Alireza Tavakkoli, Donald Loffredo, Sean Simmons
Accurate and Efficient Non-Parametric Background Detection for Video Surveillance. ISVC (2018)
William Porr, James Easton, Alireza Tavakkoli, Donald Loffredo, Sean Simmons
GPU Accelerated Non-Parametric Background Subtraction. ISVC (2018)
Sean Simmons, Kevin Clark, Alireza Tavakkoli, Donald Loffredo
Sensory Fusion and Intent Recognition for Accurate Gesture Recognition in Virtual Environments. ISVC (2018)
Jace Regenbrecht, Alireza Tavakkoli, Donald Loffredo
A Robust and intuitive 3D interface for teleoperation of autonomous robotic agents through immersive virtual reality environments. 3DUI (2017)
David McFadden, Brandon Wilson, Alireza Tavakkoli, Donald Loffredo
Automatic Environment Map Construction for Mixed Reality Robotic Applications. ISVC (1) (2016)
Brandon Wilson, Matthew Bounds, Alireza Tavakkoli
A full-body motion calibration and retargeting for intuitive object manipulation in immersive virtual environments. SEARIS (2016)
Brandon Wilson, Matthew Bounds, Alireza Tavakkoli
Hand motion calibration and retargeting for intuitive object manipulation in immersive virtual environments. VR (2016)
Matthew Bounds, Brandon Wilson, Alireza Tavakkoli, Donald Loffredo
An Integrated Cyber-Physical Immersive Virtual Reality Framework with Applications to Telerobotics. ISVC (2) (2016)
Brandon Wilson, Robert Deen, Alireza Tavakkoli
A Portable and Unified CPU/GPU Parallel Implementation of Surface Normal Generation Algorithm from 3D Terrain Data. ISVC (2) (2016)
Brandon Wilson, Alireza Tavakkoli
An Efficient Non-parametric Background Modeling Technique with CUDA Heterogeneous Parallel Architecture. ISVC (1) (2015)
Akintola Kolawole, Alireza Tavakkoli
A Novel Gait Recognition System Based on Hidden Markov Models. ISVC (2) (2012)
Richard Kelley, Alireza Tavakkoli, Christopher King, Amol Ambardekar, Monica N. Nicolescu, Mircea Nicolescu
Context-Based Bayesian Intent Recognition. IEEE Trans. Auton. Ment. Dev. 4 (3) (2012)
Akintola Kolawole, Alireza Tavakkoli
Robust Foreground Detection in Videos Using Adaptive Color Histogram Thresholding and Shadow Removal. ISVC (2) (2011)
Richard Kelley, Christopher King, Amol Ambardekar, Monica N. Nicolescu, Mircea Nicolescu, Alireza Tavakkoli
Integrating Context into Intent Recognition Systems. ICINCO (2) (2010)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis
A Spatio-Spectral Algorithm for Robust and Scalable Object Tracking in Videos. ISVC (3) (2010)
Amol Ambardekar, Alireza Tavakkoli, Mircea Nicolescu, Monica N. Nicolescu
A Developmental Framework for Visual Learning in Robotics. IPCV (2010)
Gholamreza Amayeh, Alireza Tavakkoli, George Bebis
Accurate and Efficient Computation of Gabor Features in Real-Time Applications. ISVC (1) (2009)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis, Monica N. Nicolescu
Non-parametric statistical background modeling for efficient foreground region detection. Mach. Vis. Appl. 20 (6) (2009)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis, Monica N. Nicolescu
Efficient background modeling through incremental Support Vector Data Description. ICPR (2008)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis, Monica N. Nicolescu
A Support Vector Data Description Approach for Background Modeling in Videos with Quasi-Stationary Backgrounds. Int. J. Artif. Intell. Tools 17 (4) (2008)
Richard Kelley, Christopher King, Alireza Tavakkoli, Mircea Nicolescu, Monica N. Nicolescu, George Bebis
An Architecture for Understanding Intent Using a Novel Hidden Markov Formulation. Int. J. Humanoid Robotics 5 (2) (2008)
Alireza Tavakkoli, Richard Kelley, Christopher King, Mircea Nicolescu, Monica N. Nicolescu, George Bebis
A Visual Tracking Framework for Intent Recognition in Videos. ISVC (1) (2008)
Richard Kelley, Alireza Tavakkoli, Christopher King, Monica N. Nicolescu, Mircea Nicolescu, George Bebis
Understanding human intentions via hidden markov models in autonomous mobile robots. HRI (2008)
Fabien Scalzo, George Bebis, Mircea Nicolescu, Leandro A. Loss, Alireza Tavakkoli
Feature Fusion Hierarchies for gender classification. ICPR (2008)
Gholamreza Amayeh, Shohreh Kasaei, George Bebis, Alireza Tavakkoli, Konstantinos Veropoulos
Improvement of Zernike moment descriptors on affine transformed shapes. ISSPA (2007)
Alireza Tavakkoli, Richard Kelley, Christopher King, Mircea Nicolescu, Monica N. Nicolescu, George Bebis
A Vision-Based Architecture for Intent Recognition. ISVC (2) (2007)
Alireza Tavakkoli, Amol Ambardekar, Mircea Nicolescu, Sushil J. Louis
A Genetic Approach to Training Support Vector Data Descriptors for Background Modeling in Video Data. ISVC (2) (2007)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis
Robust Recursive Learning for Foreground Region Detection in Videos with Quasi-Stationary Backgrounds. ICPR (1) (2006)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis
A Novelty Detection Approach for Foreground Region Detection in Videos with Quasi-stationary Backgrounds. ISVC (1) (2006)
Alireza Tavakkoli, Mircea Nicolescu, George Bebis
Automatic Robust Background Modeling Using Multivariate Non-parametric Kernel Density Estimation for Visual Surveillance. ISVC (2005)