Hamed Tabkhi

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 96

Top Venues

CoRR

IEEE Internet Things J.

SoCC

DATE

Publications

Ghazal Alinezhad Noghre, Armin Danesh Pazho, Hamed Tabkhi
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction. WACV (Workshops) (2024)
Narges Rashvand, Kenneth Witham, Gabriel Maldonado, Vinit Katariya, Nishanth Marer Prabhu, Gunar Schirner, Hamed Tabkhi
Enhancing Automatic Modulation Recognition for IoT Applications Using Transformers. CoRR (2024)
Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A. Purkayastha, Jagannadh Vempati, Otto Martin, Hamed Tabkhi
A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Tianyue Zhou, Jung-Hoon Cho, Babak Rahimi Ardabili, Hamed Tabkhi, Cathy Wu
Expert with Clustering: Hierarchical Online Preference Learning Framework. L4DC (2024)
Narges Rashvand, Sanaz Sadat Hosseini, Mona Azarbayjani, Hamed Tabkhi
Real-Time Bus Arrival Prediction: A Deep Learning Approach for Enhanced Urban Mobility. ICORES (2024)
Sanaz Sadat Hosseini, Babak Rahimi Ardabili, Mona Azarbayjani, Srinivas Pulugurtha, Hamed Tabkhi
Understanding the Transit Gap: A Comparative Study of On-Demand Bus Services and Urban Climate Resilience in South End, Charlotte, NC and Avondale, Chattanooga, TN. CoRR (2024)
Ghazal Alinezhad Noghre, Armin Danesh Pazho, Hamed Tabkhi
An Exploratory Study on Human-Centric Video Anomaly Detection through Variational Autoencoders and Trajectory Prediction. CoRR (2024)
Fatema-E. Jannat, Sina Gholami, Minhaj Nur Alam, Hamed Tabkhi
OCT-SelfNet: A Self-Supervised Framework with Multi-Modal Datasets for Generalized and Robust Retinal Disease Detection. CoRR (2024)
Shanle Yao, Ghazal Alinezhad Noghre, Armin Danesh Pazho, Hamed Tabkhi
Evaluating the Effectiveness of Video Anomaly Detection in the Wild: Online Learning and Inference for Real-world Deployment. CoRR (2024)
Armin Danesh Pazho, Gabriel Maldonado, Hamed Tabkhi
GAT-POSE: Graph Autoencoder-Transformer Fusion for Future Pose Prediction. ROBOVIS (2024)
Tianyue Zhou, Jung-Hoon Cho, Babak Rahimi Ardabili, Hamed Tabkhi, Cathy Wu
Expert with Clustering: Hierarchical Online Preference Learning Framework. CoRR (2024)
Armin Danesh Pazho, Vinit Katariya, Ghazal Alinezhad Noghre, Hamed Tabkhi
VT-Former: A Transformer-based Vehicle Trajectory Prediction Approach For Intelligent Highway Transportation Systems. CoRR (2023)
Armin Danesh Pazho, Christopher Neff, Ghazal Alinezhad Noghre, Babak Rahimi Ardabili, Shanle Yao, Mohammadreza Baharani, Hamed Tabkhi
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things. IEEE Internet Things J. 10 (17) (2023)
Christopher Neff, Armin Danesh Pazho, Hamed Tabkhi
Real-time online unsupervised domain adaptation for real-world person re-identification. J. Real Time Image Process. 20 (6) (2023)
Christopher Neff, Armin Danesh Pazho, Hamed Tabkhi
Real-Time Online Unsupervised Domain Adaptation for Real-World Person Re-identification. CoRR (2023)
Babak Rahimi Ardabili, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Vinit Katariya, Gordon Hull, Shannon Reid, Hamed Tabkhi
Exploring Public's Perception of Safety and Video Surveillance Technology: A Survey Approach. CoRR (2023)
Babak Rahimi Ardabili, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Christopher Neff, Sai Datta Bhaskararayuni, Arun Ravindran, Shannon Reid, Hamed Tabkhi
Understanding Policy and Technical Aspects of AI-Enabled Smart Video Surveillance to Address Public Safety. CoRR (2023)
Vinit Katariya, Ghazal Alinezhad Noghre, Armin Danesh Pazho, Hamed Tabkhi
A POV-based Highway Vehicle Trajectory Dataset and Prediction Architecture. CoRR (2023)
Armin Danesh Pazho, Christopher Neff, Ghazal Alinezhad Noghre, Babak Rahimi Ardabili, Shanle Yao, Mohammadreza Baharani, Hamed Tabkhi
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things. CoRR (2023)
Armin Danesh Pazho, Ghazal Alinezhad Noghre, Babak Rahimi Ardabili, Christopher Neff, Hamed Tabkhi
CHAD: Charlotte Anomaly Dataset. SCIA (1) (2023)
Shanle Yao, Babak Rahimi Ardabili, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Christopher Neff, Hamed Tabkhi
Integrating AI into CCTV Systems: A Comprehensive Evaluation of Smart Video Surveillance in Community Space. CoRR (2023)
Ghazal Alinezhad Noghre, Vinit Katariya, Armin Danesh Pazho, Christopher Neff, Hamed Tabkhi
Demonstration of Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems. ICCPS (2023)
Ghazal Alinezhad Noghre, Vinit Katariya, Armin Danesh Pazho, Christopher Neff, Hamed Tabkhi
Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems. ICCPS (2023)
Narges Rashvand, Sanaz Sadat Hosseini, Mona Azarbayjani, Hamed Tabkhi
A Novel Neural Network Approach for Predicting the Arrival Time of Buses for Smart On-Demand Public Transit. CoRR (2023)
Vinit Katariya, Fatema-E.-Jannat, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Hamed Tabkhi
VegaEdge: Edge AI Confluence Anomaly Detection for Real-Time Highway IoT-Applications. CoRR (2023)
Ghazal Alinezhad Noghre, Armin Danesh Pazho, Vinit Katariya, Hamed Tabkhi
Understanding the Challenges and Opportunities of Pose-based Anomaly Detection. CoRR (2023)
Shanle Yao, Babak Rahimi Ardabili, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Christopher Neff, Hamed Tabkhi
Real-World Community-in-the-Loop Smart Video Surveillance - A Case Study at a Community College. CoRR (2023)
Sanaz Sadat Hosseini, Mona Azarbayjani, Jason Lawrence, Hamed Tabkhi
Towards Understanding the Benefits and Challenges of Demand Responsive Public Transit- A Case Study in the City of Charlotte, NC. CoRR (2023)
Ghazal Alinezhad Noghre, Armin Danesh Pazho, Vinit Katariya, Hamed Tabkhi
Understanding the Challenges and Opportunities of Pose-based Anomaly Detection. iWOAR (2023)
Babak Rahimi Ardabili, Shanle Yao, Armin Danesh Pazho, Lauren Bourque, Hamed Tabkhi
Enhancing Situational Awareness in Surveillance: Leveraging Data Visualization Techniques for Machine Learning-based Video Analytics Outcomes. CoRR (2023)
Shanle Yao, Babak Rahimi Ardabili, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Christopher Neff, Hamed Tabkhi
Real-World Community-in-the-Loop Smart Video Surveillance System. SMARTCOMP (2023)
Roshanak Ashrafi, Mona Azarbayjani, Hamed Tabkhi
Machine Learning-Based Automated Thermal Comfort Prediction: Integration of Low-Cost Thermal and Visual Cameras for Higher Accuracy. CoRR (2022)
Roshanak Ashrafi, Mona Azarbayjani, Hamed Tabkhi
A Novel Fully Annotated Thermal Infrared Face Dataset: Recorded in Various Environment Conditions and Distances From The Camera. CoRR (2022)
Armin Danesh Pazho, Ghazal Alinezhad Noghre, Babak Rahimi Ardabili, Christopher Neff, Hamed Tabkhi
CHAD: Charlotte Anomaly Dataset. CoRR (2022)
Mohammadreza Baharani, Hamed Tabkhi
ATCN: Resource-efficient Processing of Time Series on Edge. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Roshanak Ashrafi, Mona Azarbayjani, Hamed Tabkhi, Mohammadamin Sheikhshahrokhdehkordi
The Influence Of Covid Related Ventilation Rate Changes On The Energy Consumption And Infection Probability Of The Buildings: Underfloor And Overhead Air Distribution Systems. ANNSIM (2022)
Justin Sanchez, Christopher Neff, Hamed Tabkhi
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance. CoRR (2022)
Ghazal Alinezhad Noghre, Vinit Katariya, Armin Danesh Pazho, Christopher Neff, Hamed Tabkhi
Pishgu: Universal Path Prediction Architecture through Graph Isomorphism and Attentive Convolution. CoRR (2022)
Samantha Luu, Arun Ravindran, Armin Danesh Pazho, Hamed Tabkhi
VEI: a multicloud edge gateway for computer vision in IoT. MIDDLEWEDGE@Middleware (2022)
Ghazal Alinezhad Noghre, Armin Danesh Pazho, Justin Sanchez, Nathan Hewitt, Christopher Neff, Hamed Tabkhi
ADG-Pose: Automated Dataset Generation for Real-World Human Pose Estimation. CoRR (2022)
Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A. Purkayastha, Jagannadh Vempati, Otto Martin, Hamed Tabkhi
A Comprehensive Survey of Graph-based Deep Learning Approaches for Anomaly Detection in Complex Distributed Systems. CoRR (2022)
Vinit Katariya, Mohammadreza Baharani, Nichole Morris, Omidreza Shoghli, Hamed Tabkhi
DeepTrack: Lightweight Deep Learning for Vehicle Trajectory Prediction in Highways. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Hamed Tabkhi
Real-World Computer Vision for Real-World Applications: Challenges and Directions. IntelliSys (1) (2022)
Ghazal Alinezhad Noghre, Armin Danesh Pazho, Justin Sanchez, Nathan Hewitt, Christopher Neff, Hamed Tabkhi
ADG-Pose: Automated Dataset Generation for Real-World Human Pose Estimation. ICPRAI (2) (2022)
Babak Rahimi Ardabili, Armin Danesh Pazho, Ghazal Alinezhad Noghre, Christopher Neff, Arun Ravindran, Hamed Tabkhi
Understanding Ethics, Privacy, and Regulations in Smart Video Surveillance for Public Safety. CoRR (2022)
Christopher Neff, Aneri Sheth, Steven Furgurson, John Middleton, Hamed Tabkhi
EfficientHRNet. J. Real Time Image Process. 18 (4) (2021)
Jinghan Zhang, Aly Sultan, Hamed Tabkhi, Gunar Schirner
MG-DmDSE: Multi-Granularity Domain Design Space Exploration Considering Function Similarity. DATE (2021)
Mohammadreza Baharani, Ushma Sunil Bharucha, Kaustubh Manohar Mhatre, Hamed Tabkhi
Tufan: Low-Power Throughput Architecture for Acceleration of EfficientNet on Cloud FPGAs. SoCC (2021)
Matías Mendieta, Hamed Tabkhi
CARPe Posterum: A Convolutional Approach for Real-Time Pedestrian Path Prediction. AAAI (2021)
Anbumalar Saravanan, Justin Sanchez, Hassan Ghasemzadeh, Aurelia Macabasco-O'Connell, Hamed Tabkhi
Single Run Action Detector over Video Stream - A Privacy Preserving Approach. CoRR (2021)
Arnab A. Purkayastha, Hamed Tabkhi
Design Study on Impact of Memory Access Parallelism for Cloud FPGAs. SoCC (2021)
Anjus George, Arun Ravindran, Matías Mendieta, Hamed Tabkhi
Mez: An Adaptive Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge. IEEE Access 9 (2021)
Mohammadreza Baharani, Vinit Katariya, Nichole Morris, Omidreza Shoghli, Hamed Tabkhi
DeepTrack: Lightweight Deep Learning for Vehicle Path Prediction in Highways. CoRR (2021)
Justin Sanchez, Christopher Neff, Hamed Tabkhi
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance. SEC (2021)
Sepehr Sabeti, Omidreza Shoghli, Mohammadreza Baharani, Hamed Tabkhi
Toward AI-enabled augmented reality to enhance the safety of highway work zones: Feasibility, requirements, and challenges. Adv. Eng. Informatics 50 (2021)
Mohammadreza Baharani, Ushma Sunil, Kaustubh Manohar, Steven Furgurson, Hamed Tabkhi
DeepDive: An Integrative Algorithm/Architecture Co-Design for Deep Separable Convolutional Neural Networks. ACM Great Lakes Symposium on VLSI (2021)
Justin Sanchez, Adarsh Sawant, Christopher Neff, Hamed Tabkhi
AWARE-CNN: Automated Workflow for Application-Aware Real-Time Edge Acceleration of CNNs. IEEE Internet Things J. 7 (10) (2020)
Anjus George, Arun Ravindran, Matías Mendieta, Hamed Tabkhi
Mez: A Messaging System for Latency-Sensitive Multi-Camera Machine Vision at the IoT Edge. CoRR (2020)
Jinghan Zhang, Hamed Tabkhi, Gunar Schirner
Allocating One Common ACC-Rich Platform for Many Streaming Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Christopher Neff, Aneri Sheth, Steven Furgurson, Hamed Tabkhi
EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation. CoRR (2020)
Mohammadreza Baharani, Steven Furgurson, Babak Parkhideh, Hamed Tabkhi
ATCN: Agile Temporal Convolutional Networks for Processing of Time Series on Edge. CoRR (2020)
Samuel Rogers, Joshua Slycord, Mohammadreza Baharani, Hamed Tabkhi
gem5-SALAM: A System Architecture for LLVM-based Accelerator Modeling. MICRO (2020)
Mohammadreza Baharani, Ushma Sunil, Kaustubh Manohar, Steven Furgurson, Hamed Tabkhi
DeepDive: An Integrative Algorithm/Architecture Co-Design for Deep Separable Convolutional Neural Networks. CoRR (2020)
Matías Mendieta, Hamed Tabkhi
CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction. CoRR (2020)
Jhanani Thiagarajan, Arnab A. Purkayastha, Atul Patil, Hamed Tabkhi
Exploring the Scalability of OpenCL Coarse Grained Parallelism on Cloud FPGAs. SoCC (2020)
Arnab A. Purkayastha, Samuel Rogers, Suhas A. Shiddibhavi, Hamed Tabkhi
LLVM-based automation of memory decoupling for OpenCL applications on FPGAs. Microprocess. Microsystems 72 (2020)
Christopher Neff, Matías Mendieta, Shrey Mohan, Mohammadreza Baharani, Samuel Rogers, Hamed Tabkhi
REVAMP2T: Real-Time Edge Video Analytics for Multicamera Privacy-Aware Pedestrian Tracking. IEEE Internet Things J. 7 (4) (2020)
Nasibeh Teimouri, Hamed Tabkhi, Gunar Schirner
Alleviating Scalability Limitation of Accelerator-Based Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (7) (2019)
Pratik Kulkarni, Shrey Mohan, Samuel Rogers, Hamed Tabkhi
Key-Track: A Lightweight Scalable LSTM-based Pedestrian Tracker for Surveillance Systems. ICIAR (2) (2019)
Jinghan Zhang, Hamed Tabkhi, Gunar Schirner
Mitigating Application Diversity for Allocating a Unified ACC-Rich Platform. ICCD (2019)
Mohammadreza Baharani, Mehrdad Biglarbegian, Babak Parkhideh, Hamed Tabkhi
Real-time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters. CoRR (2019)
Christopher Neff, Matías Mendieta, Shrey Mohan, Mohammadreza Baharani, Samuel Rogers, Hamed Tabkhi
T: Real-time Edge Video Analytics for Multi-camera Privacy-aware Pedestrian Tracking. CoRR (2019)
Mohammadreza Baharani, Shrey Mohan, Hamed Tabkhi
Real-Time Person Re-identification at the Edge: A Mixed Precision Approach. ICIAR (2) (2019)
Arnab A. Purkayastha, Sai Raghavendran, Jhanani Thiagarajan, Hamed Tabkhi
Exploring the Efficiency of OpenCL Pipe for Hiding Memory Latency on Cloud FPGAs. HPEC (2019)
Samuel Rogers, Joshua Slycord, Ronak Raheja, Hamed Tabkhi
Scalable LLVM-Based Accelerator Modeling in gem5. IEEE Comput. Archit. Lett. 18 (1) (2019)
Mohammadreza Baharani, Shrey Mohan, Hamed Tabkhi
Real-time Person Re-identification at the Edge: A Mixed Precision Approach. CoRR (2019)
Mohammadreza Baharani, Mehrdad Biglarbegian, Babak Parkhideh, Hamed Tabkhi
Real-Time Deep Learning at the Edge for Scalable Reliability Modeling of Si-MOSFET Power Electronics Converters. IEEE Internet Things J. 6 (5) (2019)
Justin Sanchez, Nasim Soltani, Pratik Kulkarni, Ramachandra Vikas Chamarthi, Hamed Tabkhi
A Reconfigurable Streaming Processor for Real-Time Low-Power Execution of Convolutional Neural Networks at the Edge. EDGE (2018)
Jinghan Zhang, Hamed Tabkhi, Gunar Schirner
DS-DSE: Domain-specific design space exploration for streaming applications. DATE (2018)
Arnab A. Purkayastha, Suhas Ashok Shiddhibhavi, Hamed Tabkhi
Taxonomy of Spatial Parallelism on FPGAs for Massively Parallel Applications. SoCC (2018)
Samuel Rogers, Hamed Tabkhi
Locality aware memory assignment and tiling. DAC (2018)
Justin Sanchez, Nasim Soltani, Ramachandra Vikas Chamarthi, Adarsh Sawant, Hamed Tabkhi
A Novel 1D-Convolution Accelerator for Low-Power Real-time CNN processing on the Edge. HPEC (2018)
Hamed Tabkhi
Toward end-to-end object detection and tracking on the edge. SEC (2017)
Chulian Zhang, Hamed Tabkhi, Gunar Schirner
Studying Inter-Warp Divergence Aware Execution on GPUs. IEEE Comput. Archit. Lett. 15 (2) (2016)
Hamed Tabkhi, Majid Sabbagh, Gunar Schirner
Guiding Power/Quality Exploration for Communication-Intense Stream Processing. ACM Great Lakes Symposium on VLSI (2016)
Amir Momeni, Hamed Tabkhi, Gunar Schirner, David R. Kaeli
Hardware thread reordering to boost OpenCL throughput on FPGAs. ICCD (2016)
Hamed Tabkhi, Robert Bushey, Gunar Schirner
Function-Level Processor (FLP): A Novel Processor Class for Efficient Processing of Streaming Applications. J. Signal Process. Syst. 85 (3) (2016)
Nasibeh Teimouri, Hamed Tabkhi, Gunar Schirner
Improving scalability of CMPs with dense ACCs coverage. DATE (2016)
Amir Momeni, Hamed Tabkhi, Gunar Schirner, David R. Kaeli
Bridging Architecture and Programming for Throughput-Oriented Vision Processing (Abstract Only). FPGA (2015)
Hamed Tabkhi, Gunar Schirner
A Joint SW/HW Approach for Reducing Register File Vulnerability. ACM Trans. Archit. Code Optim. 12 (2) (2015)
Hamed Tabkhi, Robert Bushey, Gunar Schirner
Conceptual Abstraction Levels (CALs) for managing design complexity of market-oriented MPSoCs. Microprocess. Microsystems 39 (8) (2015)
Hamed Tabkhi, Majid Sabbagh, Gunar Schirner
An efficient architecture solution for low-power real-time background subtraction. ASAP (2015)
Hamed Tabkhi, Majid Sabbagh, Gunar Schirner
Power-efficient real-time solution for adaptive vision algorithms. IET Comput. Digit. Tech. 9 (1) (2015)
Majid Sabbagh, Hamed Tabkhi, Gunar Schirner
Taming the Memory Demand Complexity of Adaptive Vision Algorithms. IESS (2015)
Nasibeh Teimouri, Hamed Tabkhi, Gunar Schirner
Revisiting accelerator-rich CMPs: challenges and solutions. DAC (2015)
Amir Momeni, Hamed Tabkhi, Yash Ukidave, Gunar Schirner, David R. Kaeli
Exploring the Efficiency of the OpenCL Pipe Semantic on an FPGA. SIGARCH Comput. Archit. News 43 (4) (2015)
Chulian Zhang, Hamed Tabkhi, Gunar Schirner
A GPU-Based Algorithm-Specific Optimization for High-Performance Background Subtraction. ICPP (2014)
Hamed Tabkhi, Majid Sabbagh, Gunar Schirner
A Power-Efficient FPGA-Based Mixture-of-Gaussian (MoG) Background Subtraction for Full-HD Resolution. FCCM (2014)
Hamed Tabkhi, Gunar Schirner
Application-Guided Power Gating Reducing Register File Static Power. IEEE Trans. Very Large Scale Integr. Syst. 22 (12) (2014)
Hamed Tabkhi, Robert Bushey, Gunar Schirner
Function-Level Processor (FLP): Raising efficiency by operating at function granularity for market-oriented MPSoC. ASAP (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hamed Tabkhi